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Profile
| Academic position | Full Professor |
|---|---|
| Research fields | Computer Architecture, Embedded and Massively Parallel Systems,Theoretical Computer Science |
| Keywords | Workflow Management Systems, Data Science, Concurrency Theory, Business Process Management, Process Mining |
| Honours and awards | 2022: Elected member of acatech (German National Academy of Science and Engineering), Germany 2021: IEEE Fellow Institute of Electrical and Electronics Engineers (IEEE) 2020: ACM Fellow Association for Computing Machinery (ACM) 2020: Elected member of the North Rhine-Westphalian Academy of Sciences, Humanities and the Arts, Germany 2020: IFIP Fellow International Federation for Information Processing (IFIP) 2018: Alexander-von-Humboldt Professor Award 2015: Honorary professorship from Higher School of Economics, Moscow, Russia 2014: Elected member of the Royal Netherlands Academy of Arts and Sciences 2012: Honorary doctorate from Hasselt University, Hasselt, Belgium 2011: Elected member of Academia Europaea (The Academy of Europe) 2008: Elected member of the Royal Holland Society of Sciences and Humanities |
Current contact address
| Country | Germany |
|---|---|
| City | Aachen |
| Institution | Rheinisch-Westfälische Technische Hochschule Aachen (RWTH) |
| Institute | Aachen Institute for Advanced Study in Computational Engineering Science (AICES) |
Host during sponsorship
| Prof. Dr.-Ing. Ernst Schmachtenberg | Fachgruppe Informatik, Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Aachen |
|---|---|
| Dr. Elke Müller | Fachgruppe Informatik, Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Aachen |
| Prof. Dr. Dr. h.c. mult. Ulrich Rüdiger | Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Aachen |
| Start of initial sponsorship | 01/01/2018 |
Programme(s)
| 2017 | Alexander von Humboldt Professorship |
|---|
Nominator's project description
| Wil van der Aalst is one of the leading minds in computer science. What is special about his research is that he does not restrict himself to issues of pure data processing using software and algorithms but investigates concrete business processes, workflows and organisational structures. He acquired his international reputation, in particular, as the founder of the still young field of process mining, whereby the flow of activities and order of events which make up a work process are chronologically reconstructed and analysed using log data. At the same time, consideration is also given to the human actors who carry out the individual steps in the processes. In this way, complex procedures that involve several human actors can be studied, such as airport luggage handling, bank lending or insurance claims processing. Process mining can be used, for example, to ascertain whether the actual processes coincide with the envisaged process workflows or whether certain steps in a process are particularly time consuming or cost intensive. The open source tool ProM, co-developed by van der Aalst, has become a standard tool worldwide. At RWTH Aachen University, Alexander von Humboldt Professor Wil van der Aalst will bolster the cross-cutting field of process and workflow analysis and drive cooperation with the engineering, business and economics, and medicine faculties, and also industry. |
Publications (partial selection)
| 2025 | F. Vitale and M. Pegoraro and {W.M.P. van der} Aalst and N. Mazzocca: {Control-Flow Anomaly Detection By Process Mining-Based Feature Extraction and Dimensionality Reduction}. In: Knowledge-Based Systems, 310, 2025, 112970 |
|---|---|
| 2025 | H. Kourani and {S.J. van} Zelst and D. Schuster and {W.M.P. van der} Aalst: {Discovering Partially Ordered Workflow Models}. In: Information Systems, 128, 2025, 102493 |
| 2025 | M. Rafiei and M. Pourbafrani and {W.M.P. van der} Aalst: {Federated Conformance Checking}. In: Information Systems, 131, 2025, 102525 |
| 2025 | S.J.J. Leemans and T. Brockhoff and {W.M.P. van der} Aalst and A. Polyvyanyy: {Partially Ordered Stochastic Conformance Checking}. In: Knowledge and Information Systems, 67, 2025, 2291--2319 |
| 2024 | A.T. Burke and S.J.J. Leemans and M.T. Wynn and {W.M.P. van der} Aalst and {A.H.M. ter} Hofstede: {A Chance For Models To Show Their Quality: Stochastic Process Model-Log Dimensions}. In: Information Systems, 124, 2024, 102382 |
| 2024 | H. Heidemeyer and L. Auhagen and R.W. Majeed and M. Pegoraro and J. Bienzeisler and V. Peeva and H.H. Beyel and R. R{\"{o}}hrig and {W.M.P. van der} Aalst and B. Puladi: {A Pipeline for the Usage of the Core Data Set of the Medical Informatics Initiative for Process Mining: A Technical Case Report}. In: R. R{\"{o}}hrig and N. Grabe and U. H{\"{u}}bner and K. Jung and U. Sax and S. Oliver and M. Sedlmayr and A. Zapf, {German Medical Data Sciences (GMDS 2024)}. {IOS} Press, 2024. 30--39 |
| 2024 | H.H. Beyel and S. Manuel and {W.M.P. van der} Aalst: {ActivityGen: Extracting Enabled Activities from Screenshots}. In: U. Endriss and F. Melo and K. Bach and A. Diz and J. Alonso{-}Moral and S. Barro and F. Heintz, {European Conference on Artificial Intelligence (ECAI 2024)}. {IOS} Press, 2024. 712--720 |
| 2024 | M. Pegoraro and E. Benevento and D. Alioni and {W.M.P. van der} Aalst: {Advances in Computational Methods for Process and Data Mining in Healthcare}. In: Mathematical Biosciences and Engineering, 21, 2024, 6603--6607 |
| 2024 | H.H. Beyel and O. Makke and M. Pourbafrani and O. Gusikhin and {W.M.P. van der} Aalst: {Analyzing Data Streams from Cyber-Physical-Systems: A Case Study}. In: SN Computer Science, 5, 2024, 706 |
| 2024 | D. Schuster and E. Benevento and D. Aloini and {W.M.P. van der} Aalst: {Analyzing Healthcare Processes with Incremental Process Discovery: Practical Insights from a Real-World Application}. In: Journal of Healthcare Informatics Research, 8, 2024, 523--554 |
| 2024 | G. Park and S. Aydin and C. Ugur and {W.M.P. van der} Aalst: {Analyzing an After-Sales Service Process Using Object-Centric Process Mining: A Case Study}. In: {J. De} Smedt and P. Soffer, Eight International Workshop on Process Querying, Manipulation, and Intelligence (PQMI 2023), ICPM 2023 Workshop Proceedings. springer, 2024. 406--418 |
| 2024 | Z. Sadeghibogar and A. Berti and M. Pegoraro and {W.M.P. van der} Aalst: {Applying Process Mining on Scientific Workflows: A Case Study on High Performance Computing Data}. In: K. Gdowska and M.T. G{\'{o}}mez{-}L{\'{o}}pez and J.R. Rehse, International Workshop on Data-Driven Business Process Optimization (BPO 2024), Business Process Management Workshops (BPM 2024). springer, 2024. 84--96 |
| 2024 | A. Norouzifar and H. Kourani and M. Dees and {W.M.P. van der} Aalst: {Bridging Domain Knowledge and Process Discovery Using Large Language Models}. In: K. Gdowska and M.T. G{\'{o}}mez{-}L{\'{o}}pez and J.R. Rehse, International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2024), Business Process Management Workshops (BPM 2024). springer, 2024. 44--56 |
| 2024 | A. Norouzifar and H. Kourani and M. Dees and {W.M.P. van der} Aalst: {Bridging Domain Knowledge and Process Discovery Using Large Language Models}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2408.17316, 2024, |
| 2024 | A. Berti and {W.M.P. van der} Aalst: {CSV-PM-LLM-Parsing: Automatic Ingestion of CSV Event Logs for Process Mining using LLMs}. In: A. del{-}R{\'{\i}}o{-}Ortega and M. Montali and S. Rinderle{-}Ma and H.A. Reijers and {J. vom} Brocke and M. Weske and B. Depaire and M. Indulska and {H. van der} Aa and W.T. Adrian and L. Genga and S. Leemans and K. Gdowska and M.T. G{\'{o}}mez{-}L{\'{o}}pez and J.R. Rehse and S. Agostinelli, Proceedings of the Demonstration and Resources Forum of BPM 2024. CEUR-WS.org, 2024. 131--135 |
| 2024 | A. Berti and U. Jessen and {W.M.P. van der} Aalst and D. Fahland: {Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2407.09023, 2024, |
| 2024 | T. Li and G. Park and {W.M.P. van der} Aalst: {Checking Constraints for Object-Centric Process Executions}. In: {J. De} Smedt and P. Soffer, Eight International Workshop on Process Querying, Manipulation, and Intelligence (PQMI 2023), ICPM 2023 Workshop Proceedings. springer, 2024. 392--405 |
| 2024 | G. Park and J.N. Adams and {W.M.P. van der} Aalst: {Conformance Checking and Performance Analysis Using Object-Centric Directly-Follows Graphs}. In: A. Marrella and M. Resinas and M. Jans and M. Rosemann, Business Process Management Forum - {BPM} 2024 Forum. springer, 2024. 179--196 |
| 2024 | D. Schuster and F. Zerbato and {S.J. van} Zelst and {W.M.P. van der} Aalst: {Defining and Visualizing Process Execution Variants from Partially Ordered Event Data}. In: Information Sciences, 657, 2024, 119958 |
| 2024 | A. K{\"{u}}sters and {W.M.P. van der} Aalst: {Developing a High-Performance Process Mining Library with Java and Python Bindings in Rust}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2401.14149, 2024, |
| 2024 | C. Weinhardt and J. Fegert and O. Hinz and {W.M.P. van der} Aalst: {Digital Democracy: A Wake-Up Call}. In: Business and Information Systems Engineering, 66, 2024, 127--134 |
| 2024 | L.L. Mannel and {W.M.P. van der} Aalst: {Discovering Process Models with Long-Term Dependencies while Providing Guarantees and Filtering Infrequent Behavior Patterns}. In: Fundamenta Informaticae, 190, 2024, 109--158 |
| 2024 | H. Kourani and A. Berti and D. Schuster and {W.M.P. van der} Aalst: {Evaluating Large Language Models on Business Process Modeling: Framework, Benchmark, and Self-Improvement Analysis}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2412.00023, 2024, |
| 2024 | C. Rennert and M. Pourbafrani and {W.M.P. van der} Aalst: {Evaluation of Study Plans using Partial Orders}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2410.03314, 2024, |
| 2024 | A. Berti and U. Jessen and {W.M.P. van der} Aalst and D. Fahland: {Explainable Object-Centric Anomaly Detection: the Role of Domain Knowledge}. In: A. del{-}R{\'{\i}}o{-}Ortega and M. Montali and S. Rinderle{-}Ma and H.A. Reijers and {J. vom} Brocke and M. Weske and B. Depaire and M. Indulska and {H. van der} Aa and W.T. Adrian and L. Genga and S. Leemans and K. Gdowska and M.T. G{\'{o}}mez{-}L{\'{o}}pez and J.R. Rehse and S. Agostinelli, Workshop Short Paper, BPM 2024. CEUR-WS.org, 2024. 162--168 |
| 2024 | M. Rafiei and D. Bayrak and M. Pourbafrani and G. Park and H. Helal and G. Lakemeyer and {W.M.P. van der} Aalst: {Extracting Rules from Event Data for Study Planning}. In: {J. De} Smedt and P. Soffer, Second International Workshop Education Meets Process Mining (EduPM 2023), ICPM 2023 Workshop Proceedings. springer, 2024. 361--374 |
| 2024 | T.H. Huang and E. Schneider and M. Pegoraro and {W.M.P. van der} Aalst: {Fast and Sound: Accelerating Synthesis-Rules-Based Process Discover}. In: {H. van der} Aa and D. Bork and R. Schmidt and A. Sturm, Enterprise, Business-Process and Information Systems Modeling (BPMDS/EMMSAD 2024). springer, 2024. 259--274 |
| 2024 | N. Graves and I. Koren and M. Rafiei and {W.M.P. van der} Aalst: {From Identities to Quantities: Introducing Items and Decoupling Points to Object-Centric Process Mining}. In: {J. De} Smedt and P. Soffer, Second International Workshop on Collaboration Mining for Distributed Systems (COMINDS 2023), ICPM 2023 Workshop Proceedings. springer, 2024. 462--474 |
| 2024 | A. Berti and J. Herforth and M.S. Qafari and {W.M.P. van der} Aalst: {Graph-Based Feature Extraction on Object-Centric Event Logs}. In: International Journal of Data Science and Analytics, 18, 2024, 1--23 |
| 2024 | V. Peeva and {W.M.P. van der} Aalst: {Grouping Local Process Models}. In: {J. De} Smedt and P. Soffer, Eight International Workshop on Process Querying, Manipulation, and Intelligence (PQMI 2023), ICPM 2023 Workshop Proceedings. springer, 2024. 419--430 |
| 2024 | B. Bakullari and {W.M.P. van der} Aalst: {High-Level Event Mining: Overview and Future Work}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2405.14435, 2024, |
| 2024 | {W.M.P. van der} Aalst: {How Object-Centric Process Mining Helps to Unleash Predictive and Generative AI}. In: L. Reinkemeyer, Process Intelligence in Action: Taking Process Mining to the Next Level. springer, 2024. 219--232 |
| 2024 | A. Norouzifar and M. Dees and {W.M.P. van der} Aalst: {Imposing Rules in Process Discovery: An Inductive Mining Approach}. In: J. Ara{\'{u}}jo and J.L. {de la Vara} and M.Y. Santos and S. Assar, {International Conference on Research Challenges in Information Science (RCIS 2024), Part I}. springer, 2024. 220--236 |
| 2024 | A. Norouzifar and M. Dees and {W.M.P. van der} Aalst: {Imposing Rules in Process Discovery: An Inductive Mining Approach}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2408.17326, 2024, |
| 2024 | C. Rennert and {W.M.P. van der} Aalst: {Improving Precision in Process Trees Using Subprocess Tree Logs}. In: {J. De} Smedt and P. Soffer, Fourth International Workshop on Event Data and Behavioral Analytics (EdbA 2023), ICPM 2023 Workshop Proceedings. springer, 2024. 110--122 |
| 2024 | J.N. Adams and H. Drescher and A. Swoboda and N. G{\"{u}}nnemann and G. Park and {W.M.P. van der} Aalst: {Improving Predictive Process Monitoring Using Object-Centric Process Mining}. In: M. Avital and E. Karahanna and M. Themistocleous and I.D. Constantiou and B. Fitzgerald and S. Seidel, {European Conference on Information Systems (ECIS 2024)}. 2024. |
| 2024 | H.H. Beyel and {W.M.P. van der} Aalst: {Improving Process Discovery Using Translucent Activity Relationships}. In: A. Marrella and M. Resinas and M. Jans and M. Rosemann, International Conference on Business Process Management (BPM 2024). springer, 2024. 146--163 |
| 2024 | G. Park and M. Rafiei and H. Helal and G. Lakemeyer and {W.M.P. van der} Aalst: {Incorporating Behavioral Recommendations Mined from Event Logs into AI Planning}. In: S. Islam and A. Sturm, Intelligent Information Systems (CAiSE Forum 2024). springer, 2024. 20--28 |
| 2024 | {W.M.P. van der} Aalst and S.J.J. Leemans: {Learning Generalized Stochastic Petri Nets From Event Data}. In: N. Jansen and S. Junges and B.L. Kaminski and C. Matheja and T. Noll and T. Quatmann and M. Stoelinga and M. Volk, Principles of Verification: Cycling the Probabilistic Landscape - Essays Dedicated to Joost-Pieter Katoen on the Occasion of His 60th Birthday, Part {III}. springer, 2024. 3--17 |
| 2024 | H. Kourani and A. Berti and J. Henrich and W. Kratsch and R. Weidlich and C.Y. Li and A. Arslan and D. Schuster and {W.M.P. van der} Aalst: {Leveraging Large Language Models for Enhanced Process Model Comprehension}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2408.08892, 2024, |
| 2024 | {W.M.P. van der} Aalst: {Lifting Process Discovery and Conformance Checking to the Next Level: A General Approach to Object-Centric Process Mining (Invited Talk)}. In: M. K{\"{o}}hler{-}Bussmeier and D. Moldt and H. R{\"{o}}lke, Proceedings of the International Workshop on Petri Nets in Software Engineering (PNSE 2024). CEUR-WS.org, 2024. 1--12 |
| 2024 | {W.M.P. van der} Aalst: {Matthias Jarke (1952-2024), A Pioneer in Information Systems and Data Management}. In: Business and Information Systems Engineering, 66, 2024, 135 |
| 2024 | L. {Tacke genannt Unterberg} and I. Koren and {W.M.P. van der} Aalst: {Maximizing Reuse and Interoperability in Industry 4.0 with a Minimal Data Exchange Format for Machine Data}. In: J. Michael and M. Weske, {Modellierung 2024}. Gesellschaft f{\"{u}}r Informatik e.V., 2024. 103--118 |
| 2024 | E.G. Rocha and {S.J. van} Zelst and {W.M.P. van der} Aalst: {Mining Behavioral Patterns for Conformance Diagnostics}. In: A. Marrella and M. Resinas and M. Jans and M. Rosemann, International Conference on Business Process Management (BPM 2024). springer, 2024. 291--308 |
| 2024 | I. Koren and M. Jarke and J. Michael and M. Heithoff and L. {Tacke genannt Unterberg} and M. Stachon and B. Rumpe and {W.M.P. van der} Aalst: {Navigating the Data Model Divide in Smart Manufacturing: An Empirical Investigation for Enhanced AI Integration}. In: {H. van der} Aa and D. Bork and R. Schmidt and A. Sturm, Enterprise, Business-Process and Information Systems Modeling (BPMDS/EMMSAD 2024). springer, 2024. 275--290 |
| 2024 | J. Pfeiffer and J.F. Lachenmaier and O. Hinz and {W.M.P. van der} Aalst: {New Laws and Regulation}. In: Business and Information Systems Engineering, 66, 2024, 653--666 |
| 2024 | A. Berti and I. Koren and J.N. Adams and G. Park and B. Knopp and N. Graves and M. Rafiei and L. Li{\ss} and L. {Tacke genannt Unterberg} and Y. Zhang and C.T. Schwanen and M. Pegoraro and {W.M.P. van der} Aalst: {OCEL (Object-Centric Event Log) 2.0 Specification}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2403.01975, 2024, |
| 2024 | V. Peeva and M. Porsil and {W.M.P. van der} Aalst: {Object-Centric Local Process Models}. In: {Computing Research Repository (CoRR) in arXiv}, abs/abs/2411.10468, 2024, |
| 2024 | D. Kretzschmann and G. Park and A. Berti and {W.M.P. van der} Aalst: {Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study}. In: J.P.A. Almeida and {C. Di} Ciccio and C. Kalloniatis, Advanced Information Systems Engineering Workshops (CAiSE 2024). springer, 2024. 347--359 |
| 2024 | A. Berti and H. Kourani and {W.M.P. van der} Aalst: {PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2407.13244, 2024, |
| 2024 | E.G. Rocha and {W.M.P. van der} Aalst: {Precision-Guided Minimization of Arbitrary Declarative Process Models}. In: {H. van der} Aa and D. Bork and R. Schmidt and A. Sturm, Enterprise, Business-Process and Information Systems Modeling (BPMDS/EMMSAD 2024). springer, 2024. 48--56 |
| 2024 | H. K{\"{a}}mmerling and E.G. Rocha and {W.M.P. van der} Aalst: {ProM4Py - A Python Wrapper For The ProM Framework}. In: {J. De} Weerdt and G. Meroni and {H. van der} Aa and K. Winter, {Doctoral Consortium and Demo Track ICPM 2024}. CEUR-WS.org, 2024. |
| 2024 | H. Kourani and A. Berti and D. Schuster and {W.M.P. van der} Aalst: {ProMoAI: Process Modeling with Generative AI}. {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024)}. ijcai.org, 2024. 8708--8712 |
| 2024 | H. Kourani and A. Berti and D. Schuster and {W.M.P. van der} Aalst: {ProMoAI: Process Modeling with Generative AI}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2403.04327, 2024, |
| 2024 | T.H. Huang and T. Junied and M. Pegoraro and {W.M.P. van der} Aalst: {ProReco: A Process Discovery Recommender System}. In: S. Islam and A. Sturm, Intelligent Information Systems (CAiSE Forum 2024). springer, 2024. 93--101 |
| 2024 | T. Brockhoff and M.S. Uysal and {W.M.P. van der} Aalst: {Process Comparison Based on Selection-Projection Structures}. In: G. Guizzardi and F. Maria Santoro and H. Mouratidis and P. Soffer, Advanced Information Systems Engineering (CAiSE 2024). springer, 2024. 20--35 |
| 2024 | T. Brockhoff and M.N. Gose and M.S. Uysal and {W.M.P. van der} Aalst: {Process Comparison Using Petri Net Decomposition}. In: L.M. Kristensen and J.M.E.M. van der Werf, Application and Theory of Petri Nets and Concurrency (Petri Nets 2024). springer, 2024. 83--105 |
| 2024 | L. Reinkemeyer: {Process Intelligence in Action: Taking Process Mining to the Next Level}. springer, 2024 |
| 2024 | {W.M.P. van der} Aalst and H.A. Reijers and L. Maruster: {Process Mining Beyond Workflows}. In: Computers in Industry, 161, 2024, 104126 |
| 2024 | E. Brzychczy and A. Zuber and {W.M.P. van der} Aalst: {Process Mining of Mining Processes: Analyzing Longwall Coal Excavation Using Event Data}. In: IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54, 2024, 2723--2734 |
| 2024 | H. Kourani and A. Berti and D. Schuster and {W.M.P. van der} Aalst: {Process Modeling With Large Language Models}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2403.07541, 2024, |
| 2024 | H. Kourani and A. Berti and D. Schuster and {W.M.P. van der} Aalst: {Process Modeling with Large Language Models}. In: {H. van der} Aa and D. Bork and R. Schmidt and A. Sturm, Enterprise, Business-Process and Information Systems Modeling (BPMDS/EMMSAD 2024). springer, 2024. 229--244 |
| 2024 | C.T. Schwanen and W. Pakusa and {W.M.P. van der} Aalst: {Process Tree Alignments}. In: J. Borbinha and T.P. Sales and M. {Mira da Silva} and H.A. Proper and M. Schnellmann, {Enterprise Design, Operations, and Computing (EDOC 2024)}. springer, 2024. 300--317 |
| 2024 | A. Norouzifar and M. Rafiei and M. Dees and {W.M.P. van der} Aalst: {Process Variant Analysis Across Continuous Features: A Novel Framework}. In: {H. van der} Aa and D. Bork and R. Schmidt and A. Sturm, Enterprise, Business-Process and Information Systems Modeling (BPMDS/EMMSAD 2024). springer, 2024. 129--142 |
| 2024 | A. Norouzifar and M. Rafiei and M. Dees and {W.M.P. van der} Aalst: {Process Variant Analysis Across Continuous Features: A Novel Framework}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2406.04347, 2024, |
| 2024 | H.H. Beyel and M. Verket and V. Peeva and C. Rennert and M. Pegoraro and K. Sch{\"{u}}tt and {W.M.P. van der} Aalst and N. Marx: {Process-Aware Analysis of Treatment Paths in Heart Failure Patients: A Case Study}. In: H. Schlieter and A. Fred and H. Gamboa, Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, {BIOSTEC} 2024, Volume 2. {SCITEPRESS}, 2024. 506--515 |
| 2024 | H.H. Beyel and M. Verket and V. Peeva and C. Rennert and M. Pegoraro and K. Sch{\"{u}}tt and {W.M.P. van der} Aalst and N. Marx: {Process-Aware Analysis of Treatment Paths in Heart Failure Patients: A Case Study}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2403.10544, 2024, |
| 2024 | A. K{\"{u}}sters and {W.M.P. van der} Aalst: {Rust4PM: A Versatile Process Mining Library for When Performance Matters}. In: A. del{-}R{\'{\i}}o{-}Ortega and M. Montali and S. Rinderle{-}Ma and H.A. Reijers and {J. vom} Brocke and M. Weske and B. Depaire and M. Indulska and {H. van der} Aa and W.T. Adrian and L. Genga and S. Leemans and K. Gdowska and M.T. G{\'{o}}mez{-}L{\'{o}}pez and J.R. Rehse and S. Agostinelli, Proceedings of the Demonstration and Resources Forum of BPM 2024. CEUR-WS.org, 2024. 91--95 |
| 2024 | J. Munoz-Gama and F. Zerbato and G. Janssenswillen and {W.M.P. van der} Aalst: {Second International Workshop Education meets Process Mining (EduPM 2023)}. In: {J. De} Smedt and P. Soffer, ICPM 2023 Workshop Proceedings. springer, 2024. 1--3 |
| 2024 | E.G. Rocha and S.J.J. Leemans and {W.M.P. van der} Aalst: {Stochastic Conformance Checking Based on Expected Subtrace Frequency}. In: X. Lu and L. Pufahl and M. Song, {International Conference on Process Mining (ICPM 2024)}. ieee, 2024. 73--80 |
| 2024 | J.N. Adams and E. Hastrup-Kiil and G. Park and {W.M.P. van der} Aalst: {Super Variants}. In: A. Marrella and M. Resinas and M. Jans and M. Rosemann, International Conference on Business Process Management (BPM 2024). springer, 2024. 111--128 |
| 2024 | L. Liss and J.N. Adams and {W.M.P. van der} Aalst: {TOTeM: Temporal Object Type Model for Object-Centric Process Mining}. In: A. Marrella and M. Resinas and M. Jans and M. Rosemann, Business Process Management Forum - {BPM} 2024 Forum. springer, 2024. 107--123 |
| 2024 | B. Hanneke and O. Hinz and J. Pfeiffer and {W.M.P. van der} Aalst: {The Internet of Value: Unleashing the Blockchain's Potential with Tokenization}. In: Business and Information Systems Engineering, 66, 2024, 411--419 |
| 2024 | M.Y. Wynn and {W.M.P. van der} Aalst and E. Verbeek and {B.N. Di} Stefano: {The {IEEE} {XES} Standard for Process Mining: Experiences, Adoption, and Revision}. In: {IEEE Computational Intelligence Magazine}, 19, 2024, 20--23 |
| 2024 | D. Fahland and M. Montali and J. Lebherz and {W.M.P. van der} Aalst and {M. van} Asseldonk and P. Blank and L. Bosmans and M. Brenscheidt and C. {Di Ciccio} and A. Delgado and D. Calegari and J. Peeperkorn and E. Verbeek and L. Vugs and M.T. Wynn: {Towards a Simple and Extensible Standard for Object-Centric Event Data (OCED): Core Model, Design Space, and Lessons Learned}. In: {Computing Research Repository (CoRR) in arXiv}, abs/2410.14495, 2024, |
| 2024 | H.H. Beyel and {W.M.P. van der} Aalst: {Translucent Precision: Exploiting Enabling Information to Evaluate the Quality of Process Models}. In: J. Ara{\'{u}}jo and J.L. {de la Vara} and M.Y. Santos and S. Assar, {International Conference on Research Challenges in Information Science (RCIS 2024), Part II}. springer, 2024. 29--37 |
| 2024 | P. Ceravolo and S. Barbon Junior and E. Damiani and {W.M.P. van der} Aalst: {Tuning Machine Learning to Address Process Mining Requirements}. In: {IEEE} Access, 12, 2024, 24583--24595 |
| 2024 | {W.M.P. van der} Aalst: {Unraveling the Fabric of Intertwined Processes: How Object-Centric Process Mining is Changing the Way We Improve Operational Processes}. In: {J. De} Smedt and P. Soffer, Second International Workshop on Collaboration Mining for Distributed Systems (COMINDS 2023), ICPM 2023 Workshop Proceedings. springer, 2024. 1--5 |
| 2024 | T. Brockhoff and M.S. Uysal and {W.M.P. van der} Aalst: {Wasserstein Weight Estimation for Stochastic Petri Nets}. In: X. Lu and L. Pufahl and M. Song, {International Conference on Process Mining (ICPM 2024)}. ieee, 2024. 81--88 |
| 2024 | {W.M.P. van der} Aalst: {We overschatten wat we met AI volgend jaar kunnen doen, maar onderschatten langere termijneffecten}. In: {Stichting Beste-ID, Uitgave 2024, www.beste-id.nl}, 2024, |
| 2023 | Pohl, T. and Berti, A. and Qafari, M. S. and Aalst, W. M. P. van der: A {Collection} of {Simulated} {Event} {Logs} for {Fairness} {Assessment} in {Process} {Mining}. In: Fahland, D. and Jiménez-Ramírez, A. and Kumar, A. and Mendling, J. and Pentland, B. and Rinderle-Ma, S. and Slaats, T. and Versendaal, J. and Weber, B. and Weske, M. and Winter, K., Proceedings of the {Demonstration} \& {Resources} {Forum}, co-located with 21st {International} {Conference} on {Business} {Process} {Management} ({BPM} 2023). CEUR-WS.org, 2023. 87--91 |
| 2023 | Pohl, T. and Berti, A. and Qafari, M. S. and Aalst, W. M. P. van der: A {Collection} of {Simulated} {Event} {Logs} for {Fairness} {Assessment} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2306.11453, 2023, |
| 2023 | Berti, A. and Park, G. and Rafiei, M. and Aalst, W. M. P. van der: A {Generic} {Approach} {To} {Extract} {Object}-{Centric} {Event} {Data} {From} {Databases} {Supporting} {SAP} {ERP}. In: Journal of Intelligent Information Systems, 61, 2023, 835--857 |
| 2023 | Barbieri, L. and Madeira, E. R. M. and Stroeh, K. and Aalst, W. M. P. van der: A {Natural} {Language} {Querying} {Interface} for {Process} {Mining}. In: Journal of Intelligent Information Systems, 61, 2023, 113--142 |
| 2023 | Berti, A. and Schuster, D. and Aalst, W. M. P. van der: Abstractions, {Scenarios}, and {Prompt} {Definitions} for {Process} {Mining} with {LLMs}: {A} {Case} {Study}. In: Weerdt, J. De and Pufahl, L., International {Workshop} on {Natural} {Language} {Processing} for {Business} {Process} {Management} ({NLP4BPM} 2023), {Business} {Process} {Management} {Workshops} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 427--439 |
| 2023 | Berti, A. and Schuster, D. and Aalst, W. M. P. van der: Abstractions, {Scenarios}, and {Prompt} {Definitions} for {Process} {Mining} with {LLMs}: {A} {Case} {Study}. In: Computing Research Repository (CoRR) in arXiv, abs/2307.02194, 2023, |
| 2023 | Behery, M. and Brauner, P. and Zhou, H. and Uysal, M. S. and Samsonov, V. and Bellgardt, M. and Brillowski, F. and Brockhoff, T. and Ghahfarokhi, A. F. and Gleim, L. and Gorissen, L. and Grochowski, M. and Henn, T. and Iacomini, E. and Kaster, T. and Koren, I. and Liebenberg, M. and Reinsch, L. and Tirpitz, L. and Trinh, M. and Posada-Moreno, A. and Liehner, L. and Schemmer, T. and Vervier, L. and Völker, M. and Walderich, P. and Zhang, S. and Brecher, C. and Schmitt, R. and Decker, S. and Gries, T. and Häfner, C. and Herty, M. and Jarke, M. and Kowalewski, S. and Kuhlen, T. and Schleifenbaum, J. and Trimpe, S. and Aalst, W. M. P. van der and Ziefle, M. and Lakemeyer, G.: Actionable {Artificial} {Intelligence} for the {Future} of {Production}. In: Brecher, C. and Schuh, G. and Aalst, W. M. P. van der and Jarke, M. and Piller, F. and Padberg, M., Internet of {Production}: {Fundamentals}, {Methods}, and {Applications}. Springer-Verlag, Berlin, 2023. 91--136 |
| 2023 | Adams, J. N. and Aalst, W. M. P. van der: Addressing {Convergence}, {Divergence}, and {Deficiency} {Issues}. In: Weerdt, J. De and Pufahl, L., International {Workshop} of {Object}-centric {Processes} from {A} to {Z} ({OBJECTS} 2023), {Business} {Process} {Management} {Workshops} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 496--507 |
| 2023 | Berti, A. and Montali, M. and Aalst, W. M. P. van der: Advancements and {Challenges} in {Object}-{Centric} {Process} {Mining}: {A} {Systematic} {Literature} {Review}. In: Computing Research Repository (CoRR) in arXiv, abs/2311.08795, 2023, |
| 2023 | Sani, M. Fani and Gonzalez, J. J. Garza and Zelst, S. J. van and Aalst, W. M. P. van der: Alignment {Approximator}: {A} {ProM} {Plug}-{In} to {Approximate} {Conformance} {Statistics}. In: Fahland, D. and Jiménez-Ramírez, A. and Kumar, A. and Mendling, J. and Pentland, B. and Rinderle-Ma, S. and Slaats, T. and Versendaal, J. and Weber, B. and Weske, M. and Winter, K., Proceedings of the {Demonstration} \& {Resources} {Forum}, co-located with 21st {International} {Conference} on {Business} {Process} {Management} ({BPM} 2023). CEUR-WS.org, 2023. 102--106 |
| 2023 | Rafiei, M. and Aalst, W. M. P. van der: An {Abstraction}-{Based} {Approach} for {Privacy}-{Aware} {Federated} {Process} {Mining}. In: IEEE Access, 11, 2023, 33697--33714 |
| 2023 | Adams, J. N. and Pitsch, C. and Brockhoff, T. and Aalst, W. M. P. van der: An {Experimental} {Evaluation} of {Process} {Concept} {Drift} {Detection}. In: Proceedings of the VLDB Endowment, 16, 2023, 1856--1869 |
| 2023 | Engelberg, G. and Hadad, M. and Pegoraro, M. and Soffer, P. and Hadar, E. and Aalst, W. M. P. van der: An {Uncertainty}-{Aware} {Event} {Log} of {Network} {Traffic}. In: Fahland, D. and Jiménez-Ramírez, A. and Kumar, A. and Mendling, J. and Pentland, B. and Rinderle-Ma, S. and Slaats, T. and Versendaal, J. and Weber, B. and Weske, M. and Winter, K., Proceedings of the {Demonstration} \& {Resources} {Forum}, co-located with 21st {International} {Conference} on {Business} {Process} {Management} ({BPM} 2023). CEUR-WS.org, 2023. 67--71 |
| 2023 | Park, G. and Aydin, S. and Ugur, C. and Aalst, W. M. P. van der: Analyzing {An} {After}-{Sales} {Service} {Process} {Using} {Object}-{Centric} {Process} {Mining}: {A} {Case} {Study}. In: Computing Research Repository (CoRR) in arXiv, abs/2310.10174, 2023, |
| 2023 | Beyel, H. H. and Makke, O. and Gusikhin, O. and Aalst, W. M. P. van der: Analyzing {Behavior} in {Cyber}-{Physical} {Systems} in {Connected} {Vehicles}: {A} {Case} {Study}. In: Weerdt, J. De and Pufahl, L., International {Workshop} on {Business} {Processes} {Meet} the {Internet}-of-{Things} ({BP}-{Meet}-{IoT} 2023), {Business} {Process} {Management} {Workshops} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 92--104 |
| 2023 | Beyel, H. H. and Makke, O. and Yuan, F. and Gusikhin, O. and Aalst, W. M. P. van der: Analyzing {Cyber}-{Physical} {Systems} in {Cars}: {A} {Case} {Study}. In: Gusikhin, O. and Hammoudi, S. and Cuzzocrea, A., Proceedings of the {International} {Conference} on {Data} {Science}, {Technology} and {Applications} ({DATA} 2023). SCITEPRESS, 2023. 195--204 |
| 2023 | Berti, A. and Jessen, U. and Park, G. and Rafiei, M. and Aalst, W. M. P. van der: Analyzing {Interconnected} {Processes}: {Using} {Object}-{Centric} {Process} {Mining} {To} {Analyze} {Procurement} {Processes}. In: International Journal of Data Science and Analytics, 2023, 1--23 |
| 2023 | Sadeghibogar, Z. and Berti, A. and Pegoraro, M. and Aalst, W. M. P. van der: Applying {Process} {Mining} on {Scientific} {Workflows}: a {Case} {Study}. In: Computing Research Repository (CoRR) in arXiv, abs/2307.02833, 2023, |
| 2023 | Ghahfarokhi, A. F. and Akoochekian, F. and Zandkarimi, F. and Aalst, W. M. P. van der: Clustering {Object}-{Centric} {Event} {Logs}. In: Gusikhin, O. and Hammoudi, S. and Cuzzocrea, A., Proceedings of the {International} {Conference} on {Data} {Science}, {Technology} and {Applications} ({DATA} 2023). SCITEPRESS, 2023. 444--451 |
| 2023 | Huang, T. H. and Aalst, W. M. P. van der: Comparing {Ordering} {Strategies} {For} {Process} {Discovery} {Using} {Synthesis} {Rules}. In: Computing Research Repository (CoRR) in arXiv, abs/2301.02182, 2023, |
| 2023 | Schuster, D. and Zelst, S. J. van and Aalst, W. M. P. van der: Cortado: {A} {Dedicated} {Process} {Mining} {Tool} for {Interactive} {Process} {Discovery}. In: SoftwareX, 22, 2023, 101373 |
| 2023 | Pourbafrani, M. and Aalst, W. M. P. van der: Data-{Driven} {Simulation} {In} {Process} {Mining}: {Introducing} {A} {Reference} {Model}. In: Vicario, E. and Bandinelli, R. and Fani, V. and Mastroianni, M., Proceedings of the 37th {ECMS} {International} {Conference} on {Modelling} and {Simulation}, ({ECMS} 2023). European Council for Modeling and Simulation, 2023. 411--420 |
| 2023 | Aalst, W. M. P. van der and Jarke, M. and Koren, I. and Quix, C.: Digital {Shadows}: {Infrastructuring} the {Internet} of {Production}. In: Brecher, C. and Schuh, G. and Aalst, W. M. P. van der and Jarke, M. and Piller, F. and Padberg, M., Internet of {Production}: {Fundamentals}, {Methods}, and {Applications}. Springer-Verlag, Berlin, 2023. 17--33 |
| 2023 | Adams, J. N. and Peeperkorn, J. and Brockhoff, T. and Terrier, I. and Göhner, H. and Uysal, M. S. and Broucke, S. vanden and Weerdt, J. De and Aalst, W. M. P. van der: Discovering {High}-{Quality} {Process} {Models} {Despite} {Data} {Scarcity}. In: Fonseca, C. M. and Borbinha, J. and Guizzardi, G. and Aveiro, D. and Liaskos, S. and Keet, C. and Serral, E. and Baião, F. and Araújo, J. and Sales, T. and Silva, M. da and Cesare, S. de and Pinto, H. S. and Bellatreche, L. and Hacks, S., International {Conference} on {Conceptual} {Modeling} ({ER2023}) {Forum}. CEUR-WS.org, 2023. |
| 2023 | Adams, J. N. and Peeperkorn, J. and Brockhoff, T. and Terrier, I. and Göhner, H. and Uysal, M. S. and Broucke, S. vanden and Weerdt, J. De and Aalst, W. M. P. van der: Discovering {High}-{Quality} {Process} {Models} {Despite} {Data} {Scarcity}. In: Computing Research Repository (CoRR) in arXiv, abs/2310.11332, 2023, |
| 2023 | Aalst, W. M. P. van der and Masellis, R. De and Francescomarino, C. Di and Ghidini, C. and Kourani, H.: Discovering {Hybrid} {Process} {Models} {With} {Bounds} on {Time} and {Complexity}: {When} {To} {Be} {Formal} and {When} {Not}?. In: Information Systems, 116, 2023, 102214 |
| 2023 | Knopp, B. and Pourbafrani, M. and Aalst, W. M. P. van der: Discovering {Object}-{Centric} {Process} {Simulation} {Models}. In: Rinderle-Ma, S. and Munoz-Gama, J. and Senderovich, A., International {Conference} on {Process} {Mining} ({ICPM} 2023). IEEE Computer Society, 2023. 81--88 |
| 2023 | Norouzifar, A. and Aalst, W. M. P. van der: Discovering {Process} {Models} that {Support} {Desired} {Behavior} and {Avoid} {Undesired} {Behavior}. In: Computing Research Repository (CoRR) in arXiv, abs/2302.10984, 2023, |
| 2023 | Norouzifar, A. and Aalst, W. M. P. van der: Discovering {Process} {Models} that {Support} {Desired} {Behavior} and {Avoid} {Undesired} {Behavior}. In: Hong, J. and Lanperne, M. and Park, J. W. and Cerný, T. and Shahriar, H., Proceedings of the {ACM} {Symposium} on {Applied} {Computing} ({SAC} 2023). ACM Press, New York, NY, USA, 2023. 365--368 |
| 2023 | Huang, T. H. and Aalst, W. M. P. van der: Discovering {Sound} {Free}-choice {Workflow} {Nets} {With} {Non}-block {Structures}. In: Computing Research Repository (CoRR) in arXiv, abs/2301.02185, 2023, |
| 2023 | Groß, F. C. and Mannel, L. L. and Aalst, W. M. P. van der: Enhancing the {Applicability} of the {eST}-{Miner}: {Efficient} {Precision}-{Guided} {Implicit} {Place} {Avoidance}. In: Rinderle-Ma, S. and Munoz-Gama, J. and Senderovich, A., International {Conference} on {Process} {Mining} ({ICPM} 2023). IEEE Computer Society, 2023. 121--128 |
| 2023 | Li, C. Y. and Zelst, S. J. van and Aalst, W. M. P. van der: Event {Abstraction} for {Partial} {Order} {Patterns}. In: Francescomarino, C. Di and Burattin, A. and Janiesch, C. and Sadiq, S., International {Conference} on {Business} {Process} {Management} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 38--54 |
| 2023 | Aalst, W. M. P. van der: Experiences from the {Internet}-of-{Production}: {Using} “{Data}-{Models}-in-the-{Middle}” to {Fight} {Complexity} and {Facilitate} {Reuse}. In: Weerdt, J. De and Pufahl, L., International {Workshop} on {Business} {Processes} {Meet} the {Internet}-of-{Things} ({BP}-{Meet}-{IoT} 2023), {Business} {Process} {Management} {Workshops} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 87--91 |
| 2023 | Adams, J. N. and Zelst, S. J. van and Rose, T. and Aalst, W. M. P. van der: Explainable {Concept} {Drift} in {Process} {Mining}. In: Information Systems, 114, 2023, 102177 |
| 2023 | Zhang, Y. and Aalst, W. M. P. van der: Explorative {Process} {Discovery} {Using} {Activity} {Projections}. In: Gomes, L. and Lorenz, R., Application and {Theory} of {Petri} {Nets} and {Concurrency} ({Petri} {Nets} 2023). Springer-Verlag, Berlin, 2023. 229--239 |
| 2023 | Rafiei, M. and Bayrak, D. and Pourbafrani, M. and Park, G. and Helal, H. and Lakemeyer, G. and Aalst, W. M. P. van der: Extracting {Rules} from {Event} {Data} for {Study} {Planning}. In: Computing Research Repository (CoRR) in arXiv, abs/2310.02735, 2023, |
| 2023 | Peeva, V. and Aalst, W. M. P. van der: Grouping {Local} {Process} {Models}. In: Computing Research Repository (CoRR) in arXiv, abs/2311.03040, 2023, |
| 2023 | Rennert, C. and Mannel, L. L. and Aalst, W. M. P. van der: Improving the {eST}-{Miner} {Models} by {Replacing} {Imprecise} {Structures} {Using} {Place} {Projection}. In: Gomes, L. and Leitão, P. and Lorenz, R. and Werf, J. van der and Zelst, S. J. van, Workshop on {Algorithms} \& {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2023). CEUR-WS.org, 2023. 3:1--17 |
| 2023 | Schmitt, R. and Kiesel, R. and Buschmann, D. and Cramer, S. and Enslin, C. and Fischer, M. and Gries, T. and Hopmann, C. and Huebser, L. and Janke, T. and Kemmerling, M. and Müller, K. and Pelzer, L. and Perau, M. and Pourbafrani, M. and Samsonov, V. and Schlegel, P. and Schopen, M. and Schuh, G. and Schulze, T. and Aalst, W. M. P. van der: Improving {Shop} {Floor}-{Near} {Production} {Management} {Through} {Data}-{Driven} {Insights}. In: Brecher, C. and Schuh, G. and Aalst, W. M. P. van der and Jarke, M. and Piller, F. and Padberg, M., Internet of {Production}: {Fundamentals}, {Methods}, and {Applications}. Springer-Verlag, Berlin, 2023. 367--390 |
| 2023 | Schuster, D. and Föcking, N. and Zelst, S. J. van and Aalst, W. M. P. van der: Incremental {Discovery} of {Process} {Models} {Using} {Trace} {Fragments}. In: Francescomarino, C. Di and Burattin, A. and Janiesch, C. and Sadiq, S., International {Conference} on {Business} {Process} {Management} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 55--73 |
| 2023 | : Internet of {Production}: {Fundamentals}, {Methods}, and {Applications}. Springer-Verlag, Berlin, 2023 |
| 2023 | Aalst, W. M. P. van der: Learning {Colored} {Petri} {Nets} {Using} {Object}-{Centric} {Event} {Data} ({OCED2CPN}). In: Mohajir, M. E. and Achhab, M. A. and Mohajir, B. E. E., 7th {IEEE} {Congress} on {Information} {Science} and {Technology} ({CIST} 2023). IEEE Computer Society, 2023. 1--6 |
| 2023 | Martini, M. and Schuster, D. and Aalst, W. M. P. van der: Mining {Frequent} {Infix} {Patterns} from {Concurrency}-{Aware} {Process} {Execution} {Variants}. In: Proceedings of the VLDB Endowment, 16, 2023, 2666--2678 |
| 2023 | Sani, M. Fani and Kabierski, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Model-{Independent} {Error} {Bound} {Estimation} for {Conformance} {Checking} {Approximation}. In: Weerdt, J. De and Pufahl, L., International {Workshop} on {Formal} {Methods} for {Business} {Process} {Management} ({FM}-{BPM} 2023), {Business} {Process} {Management} {Workshops} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 369--382 |
| 2023 | Liß, L. and Adams, J. N. and Aalst, W. M. P. van der: Object-{Centric} {Alignments}. In: Almeida, J. and Borbinha, J. and Guizzardi, G. and Link, S. and Zdravkovic, J., International {Conference} on {Conceptual} {Modeling} ({ER} 2023). Springer-Verlag, Berlin, 2023. 201--219 |
| 2023 | Liß, L. and Adams, J. N. and Aalst, W. M. P. van der: Object-{Centric} {Alignments}. In: Computing Research Repository (CoRR) in arXiv, abs/2305.05113, 2023, |
| 2023 | Aalst, W. M. P. van der: Object-{Centric} {Process} {Mining}: {An} {Introduction}. In: Cerone, A., Formal {Methods} for an {Informal} {World}, {ICTAC} 2021 {Summer} {School}. Springer-Verlag, Berlin, 2023. 73--105 |
| 2023 | Aalst, W. M. P. van der: Object-{Centric} {Process} {Mining}: {Unraveling} the {Fabric} of {Real} {Processes}. In: Mathematics, 11, 2023, 2691 |
| 2023 | Dwivedi, Y. and Kshetri, N. and Hughes, L. and Slade, E. and Jeyaraj, A. and Kar, A. and Baabdullah, A. and Koohang, A. and Raghavan, V. and Ahuja, M. and Albanna, H. and Albashrawi, M. and Al-Busaidi, A. and Balakrishnan, J. and Barlette, Y. and Basu, S. and Bose, I. and Brooks, L. and Buhalis, D. and Carter, L. and Chowdhury, S. and Crick, T. and Cunningham, S. and Davies, G. and Davison, R. and De', R. and Dennehy, D. and Duan, Y. and Dubey, R. and Dwivedi, R. and Edwards, J. and Flavián, C. and Gauld, R. and Grover, V. and Hu, M. and Janssen, M. and Jones, P. and Junglas, I. and Khorana, S. and Kraus, S. and Larsen, K. and Latreille, P. and Laumer, S. and Malik, F. and Mardani, A. and Mariani, M. and Mithas, S. and Mogaji, E. and Nord, J. and O'Connor, S. and Okumus, F. and Pagani, M. and Pandey, N. and Papagiannidis, S. and Pappas, I. and Pathak, N. and Pries-Heje, J. and Raman, R. and Rana, N. P. and Rehm, S. and Ribeiro-Navarrete, S. and Richter, A. and Rowe, F. and Sarker, S. and Stahl, B. and Tiwari, M. and Aalst, W. M. P. van der and Venkatesh, V. and Viglia, G. and Wade, M. and Walton, P. and Wirtz, J. and Wright, R.: Opinion {Paper}: “{So} what if {ChatGPT} wrote it?” {Multidisciplinary} perspectives on opportunities, challenges and implications of generative conversational {AI} for research, practice and policy. In: International Journal of Information Management, 71, 2023, 102642 |
| 2023 | Dwivedi, Y. and Kshetri, N. and Aalst, W. M. P. van der and {et al.}: Opinion {Paper}: “{So} what if {ChatGPT} wrote it?” {Multidisciplinary} perspectives on opportunities, challenges and implications of generative conversational {AI} for research, practice and policy. In: International Journal of Information Management, 71, 2023, 102642 |
| 2023 | Park, G. and Schuster, D. and Aalst, W. M. P. van der: Pattern-{Based} {Action} {Engine}: {Generating} {Process} {Management} {Actions} {Using} {Temporal} {Patterns} of {Process}-{Centric} {Problems}. In: Computers in Industry, 153, 2023, 104020 |
| 2023 | Sen, I. and Assenmacher, D. and Samory, M. and Augenstein, I. and Aalst, W. M. P. van der and Wagner, C.: People {Make} {Better} {Edits}: {Measuring} the {Efficacy} of {LLM}-{Generated} {Counterfactually} {Augmented} {Data} for {Harmful} {Language} {Detection}. In: Bouamor, H. and Pino, J. and Bali, K., Proceedings of the 2023 {Conference} on {Empirical} {Methods} in {Natural} {Language} {Processing} ({EMNLP} 2023). Association for Computational Linguistics, 2023. 10480--10504 |
| 2023 | Sen, I. and Assenmacher, D. and Samory, M. and Augenstein, I. and Aalst, W. M. P. van der and Wagner, C.: People {Make} {Better} {Edits}: {Measuring} the {Efficacy} of {LLM}-{Generated} {Counterfactually} {Augmented} {Data} for {Harmful} {Language} {Detection}. In: Computing Research Repository (CoRR) in arXiv, abs/2311.01270, 2023, |
| 2023 | Sani, M. Fani and Vazifehdoostirani, M. and Park, G. and Pegoraro, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Performance-{Preserving} {Event} {Log} {Sampling} for {Predictive} {Monitoring}. In: Journal of Intelligent Information Systems, 61, 2023, 53--82 |
| 2023 | Sani, M. Fani and Vazifehdoostirani, M. and Park, G. and Pegoraro, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Performance-{Preserving} {Event} {Log} {Sampling} for {Predictive} {Monitoring}. In: Computing Research Repository (CoRR) in arXiv, abs/2301.07624, 2023, |
| 2023 | Rocha, E. Goulart and Aalst, W. M. P. van der: Polynomial-{Time} {Conformance} {Checking} for {Process} {Trees}. In: Francescomarino, C. Di and Burattin, A. and Janiesch, C. and Sadiq, S., International {Conference} on {Business} {Process} {Management} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 109--125 |
| 2023 | Adams, J. N. and Park, G. and Aalst, W. M. P. van der: Preserving {Complex} {Object}-{Centric} {Graph} {Structures} to {Improve} {Machine} {Learning} {Tasks} in {Process} {Mining}. In: Engineering Applications of Artificial Intelligence, 125, 2023, 106764 |
| 2023 | Nofer, M. and Bauer, K. and Hinz, O. and Aalst, W. M. P. van der and Weinhardt, C.: Quantum {Computing}. In: Business and Information Systems Engineering, 65, 2023, 361--367 |
| 2023 | Aalst, W. M. P. van der and Hinz, O. and Weinhardt, C.: Ranking the {Ranker}: {How} to {Evaluate} {Institutions}, {Researchers}, {Journals}, and {Conferences}?. In: Business and Information Systems Engineering, 65, 2023, 615--621 |
| 2023 | Li, C. Y. and Joshi, A. and Tam, N. T. L. and Lau, S. S. F. and Huang, J. and Shinde, T. and Aalst, W. M. P. van der: Rectify {Sensor} {Data} in {IoT}: {A} {Case} {Study} on {Enabling} {Process} {Mining} for {Logistic} {Process} in an {Air} {Cargo} {Terminal}. In: Sellami, M. and Vidal, M. E. and Dongen, B. F. van and Gaaloul, W. and Panetto, H., International {Conference} on {Cooperative} {Information} {Systems} ({CoopIS} 2023). Springer-Verlag, Berlin, 2023. 293--310 |
| 2023 | Küsters, A. and Aalst, W. M. P. van der: Revisiting the {Alpha} {Algorithm} {To} {Enable} {Real}-{Life} {Process} {Discovery} {Applications}. In: Gomes, L. and Leitão, P. and Lorenz, R. and Werf, J. van der and Zelst, S. J. van, Workshop on {Algorithms} \& {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2023). CEUR-WS.org, 2023. 4:1--16 |
| 2023 | Küsters, A. and Aalst, W. M. P. van der: Revisiting the {Alpha} {Algorithm} {To} {Enable} {Real}-{Life} {Process} {Discovery} {Applications} - {Extended} {Report}. In: Computing Research Repository (CoRR) in arXiv, abs/2305.17767, 2023, |
| 2023 | Kourani, H. and Schuster, D. and Aalst, W. M. P. van der: Scalable {Discovery} of {Partially} {Ordered} {Workflow} {Models} with {Formal} {Guarantees}. In: Rinderle-Ma, S. and Munoz-Gama, J. and Senderovich, A., International {Conference} on {Process} {Mining} ({ICPM} 2023). IEEE Computer Society, 2023. 89--96 |
| 2023 | Pourbafrani, M. and Lücking, N. and Lucke, M. and Aalst, W. M. P. van der: Steady {State} {Estimation} for {Business} {Process} {Simulations}. In: Francescomarino, C. Di and Burattin, A. and Janiesch, C. and Sadiq, S. W., Business {Process} {Management} {Forum} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 178--195 |
| 2023 | Aalst, W. M. P. van der and Hinz, O. and Weinhardt, C.: Sustainable {Systems} {Engineering}. In: Business and Information Systems Engineering, 65, 2023, 1--6 |
| 2023 | Ceravolo, P. and Junior, S. Barbon and Damiani, E. and Aalst, W. M. P. van der: Tailoring {Machine} {Learning} for {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2306.10341, 2023, |
| 2023 | Brecher, C. and Padberg, M. and Jarke, M. and Aalst, W. M. P. van der and Schuh, G.: The {Internet} of {Production}: {Interdisciplinary} {Visions} and {Concepts} for the {Production} of {Tomorrow}. In: Brecher, C. and Schuh, G. and Aalst, W. M. P. van der and Jarke, M. and Piller, F. and Padberg, M., Internet of {Production}: {Fundamentals}, {Methods}, and {Applications}. Springer-Verlag, Berlin, 2023. 3--14 |
| 2023 | Bakullari, B. and Thoor, J. van and Fahland, D. and Aalst, W. M. P. van der: The {Interplay} {Between} {High}-{Level} {Problems} and the {Process} {Instances} that {Give} {Rise} to {Them}. In: Francescomarino, C. Di and Burattin, A. and Janiesch, C. and Sadiq, S. W., Business {Process} {Management} {Forum} ({BPM} 2023). Springer-Verlag, Berlin, 2023. 145--162 |
| 2023 | Bakullari, B. and Thoor, J. van and Fahland, D. and Aalst, W. M. P. van der: The {Interplay} {Between} {High}-{Level} {Problems} and {The} {Process} {Instances} {That} {Give} {Rise} {To} {Them}. In: Computing Research Repository (CoRR) in arXiv, abs/2309.01571, 2023, |
| 2023 | Aalst, W. M. P. van der: Toward {More} {Realistic} {Simulation} {Models} {Using} {Object}-{Centric} {Process} {Mining}. In: Vicario, E. and Bandinelli, R. and Fani, V. and Mastroianni, M., Proceedings of the 37th {ECMS} {International} {Conference} on {Modelling} and {Simulation}, ({ECMS} 2023). European Council for Modeling and Simulation, 2023. 5--13 |
| 2023 | Aalst, W. M. P. van der: Twin {Transitions} {Powered} {By} {Event} {Data}: {Using} {Object}-{Centric} {Process} {Mining} {To} {Make} {Processes} {Digital} and {Sustainable}. In: Gomes, L. and Leitão, P. and Lorenz, R. and Werf, J. van der and Zelst, S. J. van, International {Workshop} on {Petri} {Nets} for {Twin} {Transition} co-located with the {Petri} {Nets} 2023. CEUR-WS.org, 2023. 1--9 |
| 2023 | Huang, T. H. and Aalst, W. M. P. van der: Unblocking {Inductive} {Miner} {While} {Preserving} {Desirable} {Properties}. In: Aa, H. van der and Bork, D. and Proper, H. A. and Schmidt, Rainer, International {Conference} on {Enterprise}, {Business}-{Process} and {Information} {Systems} {Modeling} ({BPMDS} 2023). Springer-Verlag, Berlin, 2023. 327--342 |
| 2023 | Li, C. Y. and Shinde, T. and He, W. and Lau, S. S. F. and Hiew, M. X. B. and Tam, N. T. L. and Joshi, A. and Aalst, W. M. P. van der: Unveiling {Bottlenecks} in {Logistics}: {A} {Case} {Study} on {Process} {Mining} for {Root} {Cause} {Identification} and {Diagnostics} in an {Air} {Cargo} {Terminal}. In: Monti, F. and Rinderle-Ma, S. and Cortés, A. R. and Zheng, Z. and Mecella, M., International {Conference} on {Service}-{Oriented} {Computing} ({ICSOC} 2023). Springer-Verlag, Berlin, 2023. 291--307 |
| 2023 | Teubner, T. and Flath, C. M. and Weinhardt, C. and Aalst, W. M. P. van der and Hinz, O.: Welcome to the {Era} of {ChatGPT} et al.. In: Business and Information Systems Engineering, 65, 2023, 95--101 |
| 2023 | : {IEEE} {Standard} for {eXtensible} {Event} {Stream} ({XES}) for {Achieving} {Interoperability} in {Event} {Logs} and {Event} {Streams}. IEEE Standard 1849-2023 (Revision of IEEE Standard 1849-2016), IEEE Standards Association, 2023 |
| 2023 | Berti, A. and Aalst, W. M. P. van der: {OC}-{PM}: {Analyzing} {Object}-{Centric} {Event} {Logs} and {Process} {Models}. In: International Journal on Software Tools for Technology Transfer, 25, 2023, 1--17 |
| 2023 | Graves, N. and Koren, I. and Aalst, W. M. P. van der: {ReThink} {Your} {Processes}! {A} {Review} of {Process} {Mining} for {Sustainability}. International {Conference} on {ICT} for {Sustainability} ({ICT4S} 2023). IEEE Computer Society, 2023. 164--175 |
| 2023 | Sadeghibogar, Z. and Berti, A. and Pegoraro, M. and Aalst, W. M. P. van der: {SLURMminer}: {A} {Tool} for {SLURM} {System} {Analysis} with {Process} {Mining}. In: Fahland, D. and Jiménez-Ramírez, A. and Kumar, A. and Mendling, J. and Pentland, B. T. and Rinderle-Ma, S. and Slaats, T. and Versendaal, J. and Weber, B. and Weske, M. and Winter, K., Proceedings of the {Demonstration} \& {Resources} {Forum}, co-located with 21st {International} {Conference} on {Business} {Process} {Management} ({BPM} 2023). CEUR-WS.org, 2023. 97--101 |
| 2023 | Rafiei, M. and Wangelik, F. and Pourbafrani, M. and Aalst, W. M. P. van der: {TraVaG}: {Differentially} {Private} {Trace} {Variant} {Generation} {Using} {GANs}. In: Computing Research Repository (CoRR) in arXiv, abs/2303.16704, 2023, |
| 2023 | Rafiei, M. and Wangelik, F. and Pourbafrani, M. and Aalst, W. M. P. van der: {TraVaG}: {Differentially} {Private} {Trace} {Variant} {Generation} {Using} {GANs}. In: Nurcan, S. and Opdahl, A. L. and Mouratidis, H. and Tsohou, A., International {Conference} on {Research} {Challenges} in {Information} {Science} ({RCIS} 2023). Springer-Verlag, Berlin, 2023. 415--431 |
| 2022 | Wagner, M. and Helal, H. and Roepke, R. and Judel, S. and Doveren, J. and Görzen, S. and Soudmand, P. and Lakemeyer, G. and Schroeder, U. and Aalst, W. M. P. van der: A {Combined} {Approach} of {Process} {Mining} and {Rule}-based {AI} for {Study} {Planning} and {Monitoring} in {Higher} {Education}. In: Computing Research Repository (CoRR) in arXiv, abs/2211.12190, 2022, |
| 2022 | Wagner, M. and Helal, H. and Roepke, R. and Judel, S. and Doveren, J. and Goerzen, S. and Soudmand, P. and Lakemeyer, G. and Schroeder, U. and Aalst, W. M. P. van der: A {Combined} {Approach} of {Process} {Mining} and {Rule}-{Based} {AI} for {Study} {Planning} and {Monitoring} in {Higher} {Education}. In: Montali, M. and Senderovich, A. and Weidlich, M., International {Workshop} on {Education} {Meets} {Process} {Mining} ({EduPM}'22), {ICPM} 2022 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2022. 513--525 |
| 2022 | Brauner, P. and Dalibor, M. and Jarke, M. and Kunze, I. and Koren, I. and Lakemeyer, G. and Liebenberg, M. and Michael, J. and Pennekamp, J. and Quix, C. and Rumpe, B. and Aalst, W. M. P. van der and Wehrle, K. and Wortmann, A. and Ziefle, M.: A {Computer} {Science} {Perspective} on {Digital} {Transformation} in {Production}. In: ACM Transactions on Internet of Things, 3, 2022, 15:1--15:32 |
| 2022 | Li, C. Y. and Zelst, S. J. van and Aalst, W. M. P. van der: A {Framework} for {Automated} {Abstraction} {Class} {Detection} for {Event} {Abstraction}. In: Abraham, A. and Pllana, S. and Casalino, G. and Ma, K. and Bajaj, A., International {Conference} on {Intelligent} {Systems} {Design} and {Applications} ({ISDA} 2022). Springer-Verlag, Berlin, 2022. 126--136 |
| 2022 | Adams, J. N. and Park, G. and Levich, S. and Schuster, D. and Aalst, W. M. P. van der: A {Framework} for {Extracting} and {Encoding} {Features} from {Object}-{Centric} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2209.01219, 2022, |
| 2022 | Adams, J. N. and Park, G. and Levich, S. and Schuster, D. and Aalst, W. M. P. van der: A {Framework} for {Extracting} and {Encoding} {Features} from {Object}-{Centric} {Event} {Data}. In: Troya, J. and Medjahed, B. and Piattini, M. and Yao, L. and Fernández, P. and Ruiz-Cortés, A., International {Conference} on {Service}-{Oriented} {Computing} ({ICSOC} 2022). Springer-Verlag, Berlin, 2022. 36--53 |
| 2022 | Schuster, D. and Domnitsch, E. and Zelst, S. J. van and Aalst, W. M. P. van der: A {Generic} {Trace} {Ordering} {Framework} for {Incremental} {Process} {Discovery}. In: Bouadi, T. and Fromont, E. and Hüllermeier, E., Advances in {Intelligent} {Data} {Analysis} ({IDA} 2022). Springer-Verlag, Berlin, 2022. 264--277 |
| 2022 | Ghahfarokhi, A. F. and Aalst, W. M. P. van der: A {Python} {Tool} for {Object}-{Centric} {Process} {Mining} {Comparison}. In: Computing Research Repository (CoRR) in arXiv, abs/2202.05709, 2022, |
| 2022 | Berti, A. and Ghahfarokhi, A. F. and Park, G. and Aalst, W. M. P. van der: A {Scalable} {Database} for the {Storage} of {Object}-{Centric} {Event} {Logs}. In: Computing Research Repository (CoRR) in arXiv, abs/2202.05639, 2022, |
| 2022 | Pourbafrani, M. and Gharbi, F. and Aalst, W. M. P. van der: A {Tool} for {Business} {Processes} {Diagnostics}. In: Troya, J. and Mirandola, R. and Navarro, E. and Delgado, A. and Segura, S. and Ortiz, G. and Pautasso, C. and Zirpins, C. and Fernandez, P. and Ruiz-Cortes, A., Service-{Oriented} {Computing} ({ICSOC} 2022) {Workshops}. Springer-Verlag, Berlin, 2022. 350--354 |
| 2022 | Narayana, M. B. S. and Benevento, E. and Pegoraro, M. and Abdullah, M. and Shahid, R. B. and Sajid, Q. and Mansoor, M. U. and Aalst, W. M. P. van der: A {Web}-{Based} {Tool} for {Comparative} {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2204.00547, 2022, |
| 2022 | Park, G. and Aalst, W. M. P. van der: Action-{Oriented} {Process} {Mining}: {Bridging} {The} {Gap} {Between} {Insights} and {Actions}. In: Progress in Artificial Intelligence, 2022, 1--22 |
| 2022 | Augusto, A. and Carmona, J. and Verbeek, E.: Advanced {Process} {Discovery} {Techniques}. In: Aalst, W. M. P. van der and Carmona, J., Process {Mining} {Handbook}. Springer-Verlag, Berlin, 2022. 76--107 |
| 2022 | Bloemen, V. and Zelst, S. J. van and Aalst, W. M. P. van der and Dongen, B. F. van and Pol, J. van de: Aligning {Observed} and {Modelled} {Behaviour} by {Maximizing} {Synchronous} {Moves} and {Using} {Milestones}. In: Information Systems, 103, 2022, 101456 |
| 2022 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: An {XES} {Extension} for {Uncertain} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2204.04135, 2022, |
| 2022 | Pegoraro, M. and Narayana, M. B. S. and Benevento, E. and Aalst, W. M. P. van der and Martin, L. and Marx, G.: Analyzing {Medical} {Data} with {Process} {Mining}: a {COVID}-19 {Case} {Study}. In: Computing Research Repository (CoRR) in arXiv, abs/2202.04625, 2022, |
| 2022 | Park, G. and Comuzzi, M. and Aalst, W. M. P. van der: Analyzing {Process}-{Aware} {Information} {System} {Updates} {Using} {Digital} {Twins} of {Organizations}. In: Computing Research Repository (CoRR) in arXiv, abs/2203.12969, 2022, |
| 2022 | Park, G. and Comuzzi, M. and Aalst, W. M. P. van der: Analyzing {Process}-{Aware} {Information} {System} {Updates} {Using} {Digital} {Twins} of {Organizations}. In: Guizzardi, R. S. S. and Ralyté, J. and Franch, X., International {Conference} on {Research} {Challenges} in {Information} {Science} ({RCIS} 2022). Springer-Verlag, Berlin, 2022. 159--176 |
| 2022 | Ghahfarokhi, A. F. and Akoochekian, F. and Zandkarimi, F. and Aalst, W. M. P. van der: Clustering {Object}-{Centric} {Event} {Logs}. In: Computing Research Repository (CoRR) in arXiv, abs/2207.12764, 2022, |
| 2022 | Huang, T. H. and Aalst, W. M. P. van der: Comparing {Ordering} {Strategies} for {Process} {Discovery} {Using} {Synthesis} {Rules}. In: Troya, J. and Mirandola, R. and Navarro, E. and Delgado, A. and Segura, S. and Ortiz, G. and Pautasso, C. and Zirpins, C. and Fernandez, P. and Ruiz-Cortes, A., Service-{Oriented} {Computing} ({ICSOC} 2022) {Workshops}. Springer-Verlag, Berlin, 2022. 40--45 |
| 2022 | Schuster, D. and Föcking, N. and Zelst, S. J. van and Aalst, W. M. P. van der: Conformance {Checking} for {Trace} {Fragments} {Using} {Infix} and {Postfix} {Alignments}. In: Computing Research Repository (CoRR) in arXiv, abs/2209.04290, 2022, |
| 2022 | Schuster, D. and Föcking, N. and Zelst, S. J. van and Aalst, W. M. P. van der: Conformance {Checking} for {Trace} {Fragments} {Using} {Infix} and {Postfix} {Alignments}. In: Sellami, M. and Ceravolo, P. and Reijers, H. and Gaaloul, W. and Panetto, H., International {Conference} on {Cooperative} {Information} {Systems} ({CoopIS} 2022). Springer-Verlag, Berlin, 2022. 299--310 |
| 2022 | Carmona, J. and Dongen, B. van and Weidlich, M.: Conformance {Checking}: {Foundations}, {Milestones} and {Challenges}. In: Aalst, W. M. P. van der and Carmona, J., Process {Mining} {Handbook}. Springer-Verlag, Berlin, 2022. 155--190 |
| 2022 | Schuster, D. and Martini, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Control-{Flow}-{Based} {Querying} of {Process} {Executions} from {Partially} {Ordered} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2211.04146, 2022, |
| 2022 | Schuster, D. and Martini, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Control-{Flow}-{Based} {Querying} of {Process} {Executions} from {Partially} {Ordered} {Event} {Data}. In: Troya, J. and Medjahed, B. and Piattini, M. and Yao, L. and Fernández, P. and Ruiz-Cortés, A., International {Conference} on {Service}-{Oriented} {Computing} ({ICSOC} 2022). Springer-Verlag, Berlin, 2022. 19--35 |
| 2022 | Mihale-Wilson, C. and Hinz, O. and Aalst, W. M. P. van der and Weinhardt, C.: Corporate {Digital} {Responsibility}. In: Business and Information Systems Engineering, 64, 2022, 127--132 |
| 2022 | Beyel, H. H. and Aalst, W. M. P. van der: Creating {Translucent} {Event} {Logs} to {Improve} {Process} {Discovery}. In: Montali, M. and Senderovich, A. and Weidlich, M., International {Workshop} on {Data} {Quality} and {Transformation} in {Process} {Mining} ({DQT}-{PM}'22), {ICPM} 2022 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2022. 435--447 |
| 2022 | Murillas, E. G. L. de and Reijers, H. A. and Aalst, W. M. P. van der: Data-{Aware} {Process} {Oriented} {Query} {Language}. In: Polyvyanyy, A., Process {Querying} {Methods}. Springer-Verlag, Berlin, 2022. 49--83 |
| 2022 | Adams, J. N. and Schuster, D. and Schmitz, S. and Schuh, G. and Aalst, W. M. P. van der: Defining {Cases} and {Variants} for {Object}-{Centric} {Event} {Data}. In: Burattin, A. and Polyvyanyy, A. and Weber, B., International {Conference} on {Process} {Mining} ({ICPM} 2022). IEEE, 2022. 128--143 |
| 2022 | Adams, J. N. and Schuster, D. and Schmitz, S. and Schuh, G. and Aalst, W. M. P. van der: Defining {Cases} and {Variants} for {Object}-{Centric} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2208.03235, 2022, |
| 2022 | Park, G. and Benzin, J. V. and Aalst, W. M. P. van der: Detecting {Context}-{Aware} {Deviations} in {Process} {Executions}. In: Computing Research Repository (CoRR) in arXiv, abs/2206.05532, 2022, |
| 2022 | Park, G. and Benzin, J. V. and Aalst, W. M. P. van der: Detecting {Context}-{Aware} {Deviations} in {Process} {Executions}. In: Ciccio, C. Di and Dijkman, R. M. and del-Rio-Ortega, A. and Rinderle-Ma, S., Business {Process} {Management} {Forum} ({BPM} {Forum} 2022). Springer-Verlag, Berlin, 2022. 190--206 |
| 2022 | Kohlschmidt, C. and Qafari, M. S. and Aalst, W. M. P. van der: Detecting {Surprising} {Situations} in {Event} {Data}. In: Montali, M. and Senderovich, A. and Weidlich, M., International {Workshop} in {Leveraging} {Machine} {Learning} for {Process} {Mining} ({ML4PM}'22), {ICPM} 2022 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2022. 216--228 |
| 2022 | Kohlschmidt, C. and Qafari, M. S. and Aalst, W. M. P. van der: Detecting {Surprising} {Situations} in {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2208.13515, 2022, |
| 2022 | Aalst, W. M. P. van der: Discovering {Directly}-{Follows} {Complete} {Petri} {Nets} from {Event} {Data}. In: Jansen, N. and Stoelinga, M. and Bos, P. van den, A {Journey} from {Process} {Algebra} via {Timed} {Automata} to {Model} {Learning}: {Essays} {Dedicated} to {Frits} {Vaandrager} on the {Occasion} of {His} 60th {Birthday}. 2022. 539--558 |
| 2022 | Mannel, L. L. and Aalst, W. M. P. van der: Discovering {Process} {Models} with {Long}-{Term} {Dependencies} {While} {Providing} {Guarantees} and {Handling} {Infrequent} {Behavior}. In: Bernardinello, L. and Petrucci, L., Application and {Theory} of {Petri} {Nets} and {Concurrency} ({Petri} {Nets} 2022). 2022. 303--324 |
| 2022 | Huang, T. H. and Aalst, W. M. P. van der: Discovering {Sound} {Free}-{Choice} {Workflow} {Nets} with {Non}-block {Structures}. In: Almeida, J. P. A. and Karastoyanova, D. and Guizzardi, G. and Montali, M. and Maggi, F. M. and Fonseca, C. M., Enterprise {Design}, {Operations}, and {Computing} ({EDOC} 2022). Springer-Verlag, Berlin, 2022. 200--216 |
| 2022 | Pourbafrani, M. and Aalst, W. M. P. van der: Discovering {System} {Dynamics} {Simulation} {Models} {Using} {Process} {Mining}. In: IEEE Access, 10, 2022, 78527--78547 |
| 2022 | Pohl, T. and Qafari, M. S. and Aalst, W. M. P. van der: Discrimination-{Aware} {Process} {Mining}: {A} {Discussion}. In: Montali, M. and Senderovich, A. and Weidlich, M., Workshop on {Responsible} {Process} {Mining} ({RPM}'22), {ICPM} 2022 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2022. 101--113 |
| 2022 | Goossens, A. and Smedt, J. De and Vanthienen, J. and Aalst, W. M. P. van der: Enhancing {Data}-{Awareness} of {Object}-{Centric} {Event} {Logs}. In: Montali, M. and Senderovich, A. and Weidlich, M., International {Workshop} on {Event} {Data} and {Behavioral} {Analytics} ({EdbA}'22), {ICPM} 2022 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2022. 18--30 |
| 2022 | Goossens, A. and Smedt, J. De and Vanthienen, J. and Aalst, W. M. P. van der: Enhancing {Data}-{Awareness} of {Object}-{Centric} {Event} {Logs}. In: Computing Research Repository (CoRR) in arXiv, abs/2212.02858, 2022, |
| 2022 | Aalst, W. M. P. van der: European {Leadership} in {Process} {Management}. In: Communications of the ACM, 65, 2022, 80--83 |
| 2022 | Sani, M. Fani and Vazifehdoostirani, M. and Park, G. and Pegoraro, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Event {Log} {Sampling} for {Predictive} {Monitoring}. In: Computing Research Repository (CoRR) in arXiv, abs/2204.01470, 2022, |
| 2022 | Park, G. and Aalst, W. M. P. van der: Explainable {Predictive} {Decision} {Mining} for {Operational} {Support}. In: Troya, J. and Mirandola, R. and Navarro, E. and Delgado, A. and Segura, S. and Ortiz, G. and Pautasso, C. and Zirpins, C. and Fernandez, P. and Ruiz-Cortes, A., Service-{Oriented} {Computing} ({ICSOC} 2022) {Workshops}. Springer-Verlag, Berlin, 2022. 66--79 |
| 2022 | Park, G. and Küsters, A. and Tews, M. and Pitsch, C. and Schneider, J. and Aalst, W. M. P. van der: Explainable {Predictive} {Decision} {Mining} for {Operational} {Support}. In: Computing Research Repository (CoRR) in arXiv, abs/2210.16786, 2022, |
| 2022 | Qafari, M. S. and Aalst, W. M. P. van der: Feature {Recommendation} {For} {Structural} {Equation} {Model} {Discovery} {In} {Process} {Mining}. In: Progress in Artificial Intelligence, 2022, 1--25 |
| 2022 | Aalst, W. M. P. van der: Foundations of {Process} {Discovery}. In: Aalst, W. M. P. van der and Carmona, J., Process {Mining} {Handbook}. Springer-Verlag, Berlin, 2022. 37--75 |
| 2022 | Peeva, V. and Mannel, L. L. and Aalst, W. M. P. van der: From {Place} {Nets} to {Local} {Process} {Models}. In: Bernardinello, L. and Petrucci, L., Application and {Theory} of {Petri} {Nets} and {Concurrency} ({Petri} {Nets} 2022). 2022. 346--368 |
| 2022 | Bakullari, B. and Aalst, W. M. P. van der: High-{Level} {Event} {Mining}: {A} {Framework}. In: Computing Research Repository (CoRR) in arXiv, abs/2211.00006, 2022, |
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| 2022 | Aalst, W. M. P. van der: How to {Write} {Beautiful} {Process}-and-{Data}-{Science} {Papers}?. In: Computing Research Repository (CoRR) in arXiv, abs/2203.09286, 2022, |
| 2022 | Benevento, E. and Aloini, D. and Aalst, W. M. P. van der: How {Can} {Interactive} {Process} {Discovery} {Address} {Data} {Quality} {Issues} in {Real} {Business} {Settings}? {Evidence} from a {Case} {Study} in {Healthcare}. In: Journal of Biomedical Informatics, 130, 2022, 104083 |
| 2022 | Pourbafrani, M. and Aalst, W. M. P. van der: Hybrid {Business} {Process} {Simulation}: {Updating} {Detailed} {Process} {Simulation} {Models} {Using} {High}-{Level} {Simulations}. In: Guizzardi, R. S. S. and Ralyté, J. and Franch, X., International {Conference} on {Research} {Challenges} in {Information} {Science} ({RCIS} 2022). Springer-Verlag, Berlin, 2022. 177--194 |
| 2022 | Piller, F. T. and Nitsch, V. and Aalst, W. M. P. van der: Hybrid {Intelligence} in {Next} {Generation} {Manufacturing}: {An} {Outlook} on {New} {Forms} of {Collaboration} {Between} {Human} and {Algorithmic} {Decision}-{Makers} in the {Factory} of the {Future}. Forecasting {Next} {Generation} {Manufacturing}: {Digital} {Shadows}, {Human}-{Machine} {Collaboration}, and {Data}-driven {Business} {Models}. Springer-Verlag, Berlin, 2022. 139--158 |
| 2022 | Pourbafrani, M. and Rafiei, M. and Berti, A. and Aalst, W. M. P. van der: Interactive {Business} {Process} {Comparison} {Using} {Conformance} and {Performance} {Insights} - {A} {Tool}. In: Guizzardi, R. S. S. and Ralyté, J. and Franch, X., International {Conference} on {Research} {Challenges} in {Information} {Science} ({RCIS} 2022). Springer-Verlag, Berlin, 2022. 735--743 |
| 2022 | Weber, J. and Park, G. and Rafiei, M. and Aalst, W. M. P. van der: Interactive {Process} {Identification} and {Selection} from {SAP} {ERP}. In: Hassani, M. and Koschmider, A. and Comuzzi, M. and Maggi, F. M. and Pufahl, L., Proceedings of the {ICPM} {Doctoral} {Consortium} and {Demo} {Track} ({ICPM} 2022). CEUR-WS.org, 2022. 61--64 |
| 2022 | Pourbafrani, M. and Aalst, W. M. P. van der: Interactive {Process} {Improvement} using {Simulation} of {Enriched} {Process} {Trees}. In: Computing Research Repository (CoRR) in arXiv, abs/2201.07755, 2022, |
| 2022 | Peukert, C. and Weinhardt, C. and Hinz, O. and Aalst, W. M. P. van der: Metaverse: {How} to {Approach} {Its} {Challenges} from a {BISE} {Perspective}. In: Business and Information Systems Engineering, 64, 2022, 401--406 |
| 2022 | Kourani, H. and Francescomarino, C. Di and Ghidini, C. and Aalst, W. M. P. van der and Zelst, S. J. van: Mining for {Long}-{Term} {Dependencies} in {Causal} {Graphs}. In: Cabanillas, C. and Garmann-Johnsen, N. F. and Koschmider, A., International {Workshop} on {Business} {Process} {Intelligence} ({BPI} 2022), {BPM} 2022 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2022. 117--131 |
| 2022 | Brockhoff, T. and Uysal, M. S. and Aalst, W. M. P. van der: Modeling {Digital} {Shadows} in {Manufacturing} by {Using} {Process} {Mining}. In: Michael, J. and Pfeiffer, J. and Wortmann, A., Modellierung 2022. Gesellschaft für Informatik e.V., 2022. 133--138 |
| 2022 | Park, G. and Aalst, W. M. P. van der: Monitoring {Constraints} in {Business} {Processes} {Using} {Object}-{Centric} {Constraint} {Graphs}. In: Montali, M. and Senderovich, A. and Weidlich, M., International {Workshop} on {Process} {Querying}, {Manipulation}, and {Intelligence} ({PQMI}'22), {ICPM} 2022 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2022. 479--492 |
| 2022 | Park, G. and Aalst, W. M. P. van der: Monitoring {Constraints} in {Business} {Processes} {Using} {Object}-{Centric} {Constraint} {Graphs}. In: Computing Research Repository (CoRR) in arXiv, abs/2210.12080, 2022, |
| 2022 | Aalst, W. M. P. van der: Na zelfrijdende auto's ook zelfsturende organisaties?. In: Stichting Beste-ID, Uitgave 2022, www.beste-id.nl, 2022, |
| 2022 | Yang, J. and Ouyang, C. and Hofstede, A. H. M. ter and Aalst, W. M. P. van der: No {Time} to {Dice}: {Learning} {Execution} {Contexts} from {Event} {Logs} for {Resource}-{Oriented} {Process} {Mining}. In: Ciccio, C. Di and Dijkman, R. M. and del-Rio-Ortega, A. and Rinderle-Ma, S., International {Conference} on {Business} {Process} {Management} ({BPM} 2022). Springer-Verlag, Berlin, 2022. 163--180 |
| 2022 | Rohrer, T. and Ghahfarokhi, A. F. and Behery, M. and Lakemeyer, G. and Aalst, W. M. P. van der: Predictive {Object}-{Centric} {Process} {Monitoring}. In: Computing Research Repository (CoRR) in arXiv, abs/2207.10017, 2022, |
| 2022 | Francescomarino, C. Di and Ghidini, C.: Predictive {Process} {Monitoring}. In: Aalst, W. M. P. van der and Carmona, J., Process {Mining} {Handbook}. Springer-Verlag, Berlin, 2022. 320--346 |
| 2022 | : Proceedings of the 11th {International} {Conference} on {Data} {Science}, {Technology} and {Applications} ({DATA} 2022). SCITEPRESS, 2022 |
| 2022 | Pourbafrani, M. and Gharbi, F. and Aalst, W. M. P. van der: Process {Diagnostics} at {Coarse}-grained {Levels}. In: Filipe, J. and Smialek, M. and Brodsky, A. and Hammoudi, S., International {Conference} on {Enterprise} {Information} {Systems} ({ICEIS} 2022). SCITEPRESS, 2022. 484--491 |
| 2022 | Munoz-Gama, J. and Martin, N. and Fernandez-Llatas, C. and Johnson, O. and Sepulveda, M. and Helm, E. and Galvez-Yanjari, V. and Rojas, E. and Martinez-Millana, A. and Amantea, D. Aloiniand I. A. and Andrews, R. and Arias, M. and Beerepoot, I. and Benevento, E. and Burattin, A. and Capurro, D. and Carmona, J. and Comuzzi, M. and Dalmas, B. and Fuente, R. de la and Francescomarino, C. Di and Ciccio, C. Di and Gatta, R. and Ghidini, C. and Gonzalez-Lopez, F. and Ibanez-Sanchez, G. and Klasky, H. and Kurniati, A. P. and Lu, X. and Mannhardt, F. and Mans, R. and Marcos, M. and Carvalho, R. M. de and Pegoraro, M. and Poon, S. and Pufahl, L. and Reijers, H. and Remy, S. and Rinderle-Ma, S. and Sacchi, L. and Seoane, F. and Song, M. and Stefanini, A. and Sulis, E. and Hofstede, A. H. M. ter and Toussaint, P. and Traver, V. and Valero-Ramon, Z. and Weerd, I. van de and Aalst, W. M. P. van der and Vanwersch, R. J. B. and Weske, M. and Wynn, M. T. and Zerbato, F.: Process {Mining} for {Healthcare}: {Characteristics} and {Challenges}. In: Journal of Biomedical Informatics, 127, 2022, 103994 |
| 2022 | : Process {Mining} {Handbook}. Springer-Verlag, Berlin, 2022 |
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| 2022 | Benevento, E. and Pegoraro, M. and Antoniazzi, M. and Beyel, H. and Peeva, V. and Balfanz, P. and Aalst, W. M. P. van der and Martin, L. and Marx, G.: Process {Modeling} and {Conformance} {Checking} in {Healthcare}: {A} {COVID}-19 {Case} {Study}. In: Computing Research Repository (CoRR) in arXiv, abs/2209.10897, 2022, |
| 2022 | Benevento, E. and Pegoraro, M. and Antoniazzi, M. and Beyel, H. and Peeva, V. and Balfanz, P. and Aalst, W. M. P. van der and Martin, L. and Marx, G.: Process {Modeling} and {Conformance} {Checking} in {Healthcare}: {A} {COVID}-19 {Case} {Study} - {Case} {Study}. In: Montali, M. and Senderovich, A. and Weidlich, M., International {Workshop} on {Process}-{Oriented} {Data} {Science} for {Healthcare} ({PODS4H}'22), {ICPM} 2022 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2022. 315--327 |
| 2022 | Rafiei, M. and Elkoumy, G. and Aalst, W. M. P. van der: Quantifying {Temporal} {Privacy} {Leakage} in {Continuous} {Event} {Data} {Publishing}. In: Computing Research Repository (CoRR) in arXiv, abs/2208.01886, 2022, |
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| 2022 | Pegoraro, M. and Uysal, M. S. and Hülsmann, T. H. and Aalst, W. M. P. van der: Resolving {Uncertain} {Case} {Identifiers} in {Interaction} {Logs}: {A} {User} {Study}. In: Computing Research Repository (CoRR) in arXiv, abs/2212.00009, 2022, |
| 2022 | Aalst, W. M. P. van der and Carmona, J.: Scaling {Process} {Mining} to {Turn} {Insights} {Into} {Actions}. In: Aalst, W. M. P. van der and Carmona, J., Process {Mining} {Handbook}. Springer-Verlag, Berlin, 2022. 495--502 |
| 2022 | Aalst, W. M. P. van der: Six {Levels} of {Autonomous} {Process} {Execution} {Management} ({APEM}). In: Computing Research Repository (CoRR) in arXiv, abs/2204.11328, 2022, |
| 2022 | Burke, A. T. and Leemans, S. J. J. and Wynn, M. T. and Aalst, W. M. P. van der and Hofstede, A. H. M. ter: Stochastic {Process} {Model}-{Log} {Quality} {Dimensions}: {An} {Experimental} {Study}. In: Burattin, A. and Polyvyanyy, A. and Weber, B., International {Conference} on {Process} {Mining} ({ICPM} 2022). IEEE, 2022. 80--87 |
| 2022 | Schuster, D. and Schade, L. and Zelst, S. J. van and Aalst, W. M. P. van der: Temporal {Performance} {Analysis} for {Block}-{Structured} {Process} {Models} in {Cortado}. In: Weerdt, J. De and Polyvyanyy, A., Intelligent {Information} {Systems} ({CAiSE} {Forum} 2022). Springer-Verlag, Berlin, 2022. 110--119 |
| 2022 | Pegoraro, M. and Uysal, M. S. and Hülsmann, T. H. and Aalst, W. M. P. van der: Uncertain {Case} {Identifiers} in {Process} {Mining}: {A} {User} {Study} of the {Event}-{Case} {Correlation} {Problem} on {Click} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2204.04164, 2022, |
| 2022 | Pegoraro, M. and Uysal, M. S. and Hülsmann, T. H. and Aalst, W. M. P. van der: Uncertain {Case} {Identifiers} in {Process} {Mining}: {A} {User} {Study} of the {Event}-{Case} {Correlation} {Problem} on {Click} {Data}. In: Augusto, A. and Gill, A. and Bork, D. and Nurcan, S. and Reinhartz-Berger, I. and Schmidt, R., Enterprise, {Business}-{Process} and {Information} {Systems} {Modeling} ({EMMSAD} 2022). Springer-Verlag, Berlin, 2022. 173--187 |
| 2022 | Schuster, D. and Zelst, S. J. van and Aalst, W. M. P. van der: Utilizing {Domain} {Knowledge} in {Data}-{Driven} {Process} {Discovery}: {A} {Literature} {Review}. In: Computers in Industry, 137, 2022, 103612 |
| 2022 | Adams, J. N. and Park, G. and Aalst, W. M. P. van der: ocpa: {A} {Python} {Library} for {Object}-{Centric} {Process} {Analysis}. In: Software Impacts, 14, 2022, 100438 |
| 2022 | Sunyaev, A. and Weinhardt, C. and Aalst, W. M. P. van der and Hinz, O.: {BISE} {Student}: {From} {Desk} {Drawer} to {Center} {Stage} - {Highlighting} the {Value} of {Student} {Theses}. In: Business and Information Systems Engineering, 64, 2022, 701--706 |
| 2022 | Adams, J. N. and Aalst, W. M. P. van der: {OCpi}: {Object}-{Centric} {Process} {Insights}. In: Bernardinello, L. and Petrucci, L., Application and {Theory} of {Petri} {Nets} and {Concurrency} ({Petri} {Nets} 2022). 2022. 139--150 |
| 2022 | Berti, A. and Aalst, W. M. P. van der: {OC}-{PM}: {Analyzing} {Object}-{Centric} {Event} {Logs} and {Process} {Models}. In: Computing Research Repository (CoRR) in arXiv, abs/2209.09725, 2022, |
| 2022 | Park, G. and Adams, J. N. and Aalst, W. M. P. van der: {OPerA}: {Object}-{Centric} {Performance} {Analysis}. In: Computing Research Repository (CoRR) in arXiv, abs/2204.10662, 2022, |
| 2022 | G. Park, J.N. Adams and Aalst, W. M. P. van der: {OPerA}: {Object}-{Centric} {Performance} {Analysis}. In: Ralyté, J. and Chakravarthy, S. and Mohania, M. and Jeusfeld, M. A. and Karlapalem, K., International {Conference} on {Conceptual} {Modeling} ({ER} 2022). Springer-Verlag, Berlin, 2022. 281--292 |
| 2022 | Yang, J. and Ouyang, C. and Aalst, W. M. P. van der and Hofstede, A. H. M. ter and Yu, Y.: {OrdinoR}: {A} {Framework} for {Discovering}, {Evaluating}, and {Analyzing} {Organizational} {Models} {Using} {Event} {Logs}. In: Decision Support Systems, 158, 2022, 113771 |
| 2022 | Berti, A. and Nghia, M. P. and Aalst, W. M. P. van der: {PM4Py}-{GPU}: a {High}-{Performance} {General}-{Purpose} {Library} for {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2204.04898, 2022, |
| 2022 | Berti, A. and Nghia, M. P. and Aalst, W. M. P. van der: {PM4Py}-{GPU}: {A} {High}-{Performance} {General}-{Purpose} {Library} for {Process} {Mining}. In: Guizzardi, R. S. S. and Ralyté, J. and Franch, X., International {Conference} on {Research} {Challenges} in {Information} {Science} ({RCIS} 2022). Springer-Verlag, Berlin, 2022. 727--734 |
| 2022 | Pasquadibisceglie, V. and Appice, A. and Castellano, G. and Aalst, W. M. P. van der: {PROMISE}: {Coupling} {Predictive} {Process} {Mining} to {Process} {Discovery}. In: Information Sciences, 606, 2022, 250--271 |
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| 2022 | Rafiei, M. and Wangelik, F. and Aalst, W. M. P. van der: {TraVaS}: {Differentially} {Private} {Trace} {Variant} {Selection} for {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2210.14951, 2022, |
| 2021 | Adams, J. N. and Zelst, S. J. van and Quack, L. and Hausmann, K. and Aalst, W. M. P. van der and Rose, T.: A {Framework} for {Explainable} {Concept} {Drift} {Detection} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2105.13155, 2021, |
| 2021 | Adams, J. N. and Zelst, S. J. van and Quack, L. and Hausmann, K. and Aalst, W. M. P. van der and Rose, T.: A {Framework} for {Explainable} {Concept} {Drift} {Detection} in {Process} {Mining}. In: Polyvyanyy, A. and Wynn, M. T. and Looy, A. Van and Reichert, M., International {Conference} on {Business} {Process} {Management} ({BPM} 2021). Springer-Verlag, Berlin, 2021. 400--416 |
| 2021 | Berti, A. and Aalst, W. M. P. van der: A {Novel} {Token}-{Based} {Replay} {Technique} to {Speed} {Up} {Conformance} {Checking} and {Process} {Enhancement}. In: Transactions on Petri Nets and Other Models of Concurrency, 15, 2021, 1--26 |
| 2021 | Pourbafrani, M. and Vasudevan, S. and Zafar, F. and Xingran, Y. and Singh, R. and Aalst, W. M. P. van der: A {Python} {Extension} to {Simulate} {Petri} nets in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2102.08774, 2021, |
| 2021 | Dees, M. and Leoni, M. de and Aalst, W. M. P. van der and Reijers, H. A.: Accurate {Predictions}, {Invalid} {Recommendations}: {Lessons} {Learned} at the {Dutch} {Social} {Security} {Institute} {UWV}. In: {J. vom Brocke} and Mendling, J. and Rosemann, M., Business {Process} {Management} {Cases} {Volume} 2, {Digital} {Transformation} - {Strategy}, {Processes} and {Execution}. Springer-Verlag, Berlin, 2021. 165--178 |
| 2021 | Li, C. Y. and Zelst, S. J. van and Aalst, W. M. P. van der: An {Activity} {Instance} {Based} {Hierarchical} {Framework} for {Event} {Abstraction}. In: Ciccio, C. Di and Francescomarino, C. Di and Soffer, P., International {Conference} on {Process} {Mining} ({ICPM} 2021). IEEE, 2021. 160--167 |
| 2021 | Berti, A. and Park, G. and Rafiei, M. and Aalst, W. M. P. van der: An {Event} {Data} {Extraction} {Approach} from {SAP} {ERP} for {Process} {Mining}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers} {PQMI} 2021). Springer-Verlag, Berlin, 2021. 255--267 |
| 2021 | Berti, A. and Park, G. and Rafiei, M. and Aalst, W. M. P. van der: An {Event} {Data} {Extraction} {Approach} from {SAP} {ERP} for {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2110.03467, 2021, |
| 2021 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: An {XES} {Extension} for {Uncertain} {Event} {Data}. In: Aalst, W. M. P. van der and Dijkman, R. and Kumar, A. and Leotta, F. and Maggi, F. and Mendling, J. and Pentland, B. and Senderovich, A. and Sepúlveda, M. and Asensio, E. and Weske, M., Proceedings of the {Best} {Dissertation} {Award}, {Doctoral} {Consortium}, and {Demonstration} {Resources} {Track} at {BPM} 2021. CEUR-WS.org, 2021. 116--120 |
| 2021 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: Analyzing {Medical} {Data} with {Process} {Mining}: {A} {COVID}-19 {Case} {Study}. In: Abramowicz, W. and Auer, S. and Strozyna, M., Business {Information} {Systems} {Workshops} ({BIS} 2021). Springer-Verlag, Berlin, 2021. 39--44 |
| 2021 | Brockhoff, T. and Uysal, M. S. and Terrier, I. and Göhner, H. and Aalst, W. M. P. van der: Analyzing {Multi}-level {BOM}-{Structured} {Event} {Data}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers} {EdbA} 2021). Springer-Verlag, Berlin, 2021. 47--59 |
| 2021 | Hähnle, R. and Aalst, W. M. P. van der: Automated model analysis tools and techniques presented at {FASE} 2019. In: International Journal on Software Tools for Technology Transfer, 23, 2021, 285--287 |
| 2021 | Qafari, M. S. and Aalst, W. M. P. van der: Case {Level} {Counterfactual} {Reasoning} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2102.13490, 2021, |
| 2021 | Qafari, M. Sadat and Aalst, W. M. P. van der: Case {Level} {Counterfactual} {Reasoning} in {Process} {Mining}. In: Nurcan, S. and Korthaus, A., Intelligence {Information} {Systems} ({Caise} {Forum} 2021). Springer-Verlag, Berlin, 2021. 55--63 |
| 2021 | Aalst, W. M. P. van der: Concurrency and {Objects} {Matter}! {Disentangling} the {Fabric} of {Real} {Operational} {Processes} to {Create} {Digital} {Twins}. In: Cerone, A. and Olveczky, P., International {Colloquium} on {Theoretical} {Aspects} of {Computing} ({ICTAC} 2021). Springer-Verlag, Berlin, 2021. 3--17 |
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| 2021 | Schuster, D. and Zelst, S. J. van and Aalst, W. M. P. van der: Cortado: {An} {Interactive} {Tool} for {Data}-{Driven} {Process} {Discovery} and {Modeling}. In: Computing Research Repository (CoRR) in arXiv, abs/2105.07666, 2021, |
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| 2021 | Zelst, S. J. van and Santos, L. F. R. and Aalst, W. M. P. van der: Data-{Driven} {Process} {Performance} {Measurement} and {Prediction}: {A} {Process}-{Tree}-{Based} {Approach}. In: Nurcan, S. and Korthaus, A., Intelligence {Information} {Systems} ({Caise} {Forum} 2021). Springer-Verlag, Berlin, 2021. 73--81 |
| 2021 | Aalst, W. M. P. van der: Die {Geschichte} des {Process} {Mining}. In: ManagerWissen: Special Prozessautomatisierung, 06/2021, 2021, 12--13 |
| 2021 | Bandara, H. M. N. D. and Bockrath, H. and Hobeck, R. and Klinkmüller, C. and Pufahl, L. and Rebesky, M. and Aalst, W. M. P. van der and Weber, I.: Event {Logs} of {Ethereum}-{Based} {Applications}: {A} {Collection} of {Resources} for {Process} {Mining} on {Blockchain} {Data}. In: Aalst, W. M. P. van der and Dijkman, R. and Kumar, A. and Leotta, F. and Maggi, F. and Mendling, J. and Pentland, B. and Senderovich, A. and Sepúlveda, M. and Asensio, E. and Weske, M., Proceedings of the {Best} {Dissertation} {Award}, {Doctoral} {Consortium}, and {Demonstration} {Resources} {Track} at {BPM} 2021. CEUR-WS.org, 2021. 161--165 |
| 2021 | Sani, M. Fani and Vazifehdoostirani, M. and Park, G. and Pegoraro, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Event {Log} {Sampling} for {Predictive} {Monitoring}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers} {ML4PM} 2021). Springer-Verlag, Berlin, 2021. 154--166 |
| 2021 | Bauer, K. and Hinz, O. and Aalst, W. M. P. van der and Weinhardt, C.: Expl({AI})n {It} to {Me} - {Explainable} {AI} and {Information} {Systems} {Research}. In: Business and Information Systems Engineering, 63, 2021, 79--82 |
| 2021 | Pourbafrani, M. and Aalst, W. M. P. van der: Extracting {Process} {Features} from {Event} {Logs} to {Learn} {Coarse}-{Grained} {Simulation} {Models}. In: Rosa, M. La and Sadiq, S. and Teniente, E., International {Conference} on {Advanced} {Information} {Systems} {Engineering} ({CAiSE} 2021). Springer-Verlag, Berlin, 2021. 125--140 |
| 2021 | Qafari, M. S. and Aalst, W. M. P. van der: Feature {Recommendation} for {Structural} {Equation} {Model} {Discovery} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2108.07795, 2021, |
| 2021 | Aalst, W. M. P. van der: Federated {Process} {Mining}: {Exploiting} {Event} {Data} {Across} {Organizational} {Boundaries}. In: Atukorala, N. and Chang, C. and Damiani, E. and Fu, M. and Spanoudakis, G. and Srivatsa, M. and Wang, Z. and Zhang, J., {IEEE} {International} {Conference} on {Smart} {Data} {Services} ({SMDS} 2021). IEEE, 2021. 1--7 |
| 2021 | Pourbafrani, M. and Aalst, W. M. P. van der: Forward-{Looking} {Process} {Mining}. In: Aalst, W. M. P. van der Aalst and Dijkman, R. and Kumar, A. and Leotta, F. and Maggi, F. and Mendling, J. and Pentland, B. and Senderovich, A. and Sepúlveda, M. and Asensio, E. and Weske, M., Proceedings of the {Best} {Dissertation} {Award}, {Doctoral} {Consortium}, and {Demonstration} {Resources} {Track} at {BPM} 2021. CEUR-WS.org, 2021. 56--61 |
| 2021 | Aalst, W. M. P. van der: Free-{Choice} {Nets} {With} {Home} {Clusters} {Are} {Lucent}. In: Computing Research Repository (CoRR) in arXiv, abs/2106.03554, 2021, |
| 2021 | Aalst, W. M. P. van der: Free-{Choice} {Nets} {With} {Home} {Clusters} {Are} {Lucent}. In: Fundamenta Informaticae, 181, 2021, 273--302 |
| 2021 | Schuster, D. and Zelst, S. J. van and Aalst, W. M. P. van der: Freezing {Sub}-models {During} {Incremental} {Process} {Discovery}. In: Ghose, A. and Horkoff, J. and Souza, V. and Parsons, J. and Evermann, J., International {Conference} on {Conceptual} {Modeling} ({ER} 2021). Springer-Verlag, Berlin, 2021. 14--24 |
| 2021 | Schuster, D. and Zelst, S. J. van and Aalst, W. M. P. van der: Freezing {Sub}-{Models} {During} {Incremental} {Process} {Discovery} ({Extended} {Version}). In: Computing Research Repository (CoRR) in arXiv, abs/2108.00215, 2021, |
| 2021 | Rafiei, M. and Aalst, W. M. P. van der: Group-{Based} {Privacy} {Preservation} {Techniques} for {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2105.11983, 2021, |
| 2021 | Rafiei, M. and Aalst, W. M. P. van der: Group-{Based} {Privacy} {Preservation} {Techniques} for {Process} {Mining}. In: Data and Knowledge Engineering, 134, 2021, 101908 |
| 2021 | Aalst, W. M. P. van der: Hybrid {Intelligence}: {To} {Automate} or {Not} to {Automate}, {That} is the {Question}. In: International Journal of Information Systems and Project Management, 9, 2021, 5--20 |
| 2021 | Fahland, D. and Denisov, V. and Aalst, W. M. P. van der: Inferring {Unobserved} {Events} in {Systems} with {Shared} {Resources} and {Queues}. In: Fundamenta Informaticae, 183, 2021, 203--242 |
| 2021 | Fahland, D. and Denisov, V. and Aalst, W. M. P. van der: Inferring {Unobserved} {Events} in {Systems} {With} {Shared} {Resources} and {Queues}. In: Computing Research Repository (CoRR) in arXiv, abs/2103.00167, 2021, |
| 2021 | Pourbafrani, M. and Aalst, W. M. P. van der: Interactive {Process} {Improvement} {Using} {Simulation} of {Enriched} {Process} {Trees}. In: Hacid, H. and Aldwairi, M. and Bouadjenek, M. R. and Petrocchi, M. and Faci, N. and Outay, F. and Beheshti, A. and Thamsen, L. and Dong, H., Service-{Oriented} {Computing} - {ICSOC} 2021 {Workshops}. Springer-Verlag, Berlin, 2021. 61--67 |
| 2021 | Aalst, W. M. P. van der and Santos, L. F. R.: May {I} {Take} {Your} {Order}? - {On} the {Interplay} {Between} {Time} and {Order} in {Process} {Mining}. In: Marrella, A. and Weber, B., International {Workshop} on {Business} {Process} {Intelligence} ({BPI}), {BPM} 2021 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2021. 99--110 |
| 2021 | Aalst, W. M. P. van der and Santos, L. F. R.: May {I} {Take} {Your} {Order}? {On} the {Interplay} {Between} {Time} and {Order} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2107.03937, 2021, |
| 2021 | Sani, M. Fani and Kabierski, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Model {Independent} {Error} {Bound} {Estimation} for {Conformance} {Checking} {Approximation}. In: Computing Research Repository (CoRR) in arXiv, abs/2103.13315, 2021, |
| 2021 | Martin, N. and Fischer, D. and Kerpedzhiev, G. and Goel, K. and Leemans, S. and Röglinger, M. and Aalst, W. M. P. van der and Dumas, M. and Rosa, M. La and Wynn, M. T.: Opportunities and {Challenges} for {Process} {Mining} in {Organizations}: {Results} of a {Delphi} {Study}. In: Business and Information Systems Engineering, 63, 2021, 511--527 |
| 2021 | Uysal, M. S. and Hüser, D. and Aalst, W. M. P. van der: Optimization-{Based} {Business} {Process} {Model} {Matching}. In: Abramowicz, W. and Auer, S. and Lewanska, E., International {Conference} on {Business} {Information} {Systems} ({BIS} 2021). 2021. 61--72 |
| 2021 | Adams, J. N. and Aalst, W. M. P. van der: Precision and {Fitness} in {Object}-{Centric} {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2110.05375, 2021, |
| 2021 | Adams, J. N. and Aalst, W. M. P. van der: Precision and {Fitness} in {Object}-{Centric} {Process} {Mining}. In: Ciccio, C. Di and Francescomarino, C. Di and Soffer, P., International {Conference} on {Process} {Mining} ({ICPM} 2021). IEEE, 2021. 128--135 |
| 2021 | Rafiei, M. and Aalst, W. M. P. van der: Privacy-{Preserving} {Continuous} {Event} {Data} {Publishing}. In: Computing Research Repository (CoRR) in arXiv, abs/2105.11991, 2021, |
| 2021 | Rafiei, M. and Aalst, W. M. P. van der: Privacy-{Preserving} {Continuous} {Event} {Data} {Publishing}. In: Polyvyanyy, A. and Wynn, M. T. and Looy, A. Van and Reichert, M., Business {Process} {Management} {Forum} ({BPM} {Forum} 2021). Springer-Verlag, Berlin, 2021. 178--194 |
| 2021 | Rafiei, M. and Aalst, W. M. P. van der: Privacy-{Preserving} {Data} {Publishing} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2101.02627, 2021, |
| 2021 | Pegoraro, M. and Bakullari, B. and Uysal, M. S. and Aalst, W. M. P. van der: Probability {Estimation} of {Uncertain} {Process} {Trace} {Realizations}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers} {EdbA} 2021). Springer-Verlag, Berlin, 2021. 21--33 |
| 2021 | Pegoraro, M. and Bakullari, B. and Uysal, M. S. and Aalst, W. M. P. van der: Probability {Estimation} of {Uncertain} {Process} {Trace} {Realizations}. In: Computing Research Repository (CoRR) in arXiv, abs/2108.08615, 2021, |
| 2021 | : Proceedings of the 10th {International} {Conference} on {Data} {Science}, {Technology} and {Applications} ({DATA} 2021). SCITEPRESS, 2021 |
| 2021 | : Proceedings of the 9th {International} {Conference} on {Analysis} of {Images}, {Social} {Networks} and {Texts} ({AIST} 2020). Springer-Verlag, Berlin, 2021 |
| 2021 | : Proceedings of the {Best} {Dissertation} {Award}, {Doctoral} {Consortium}, and {Demonstration} {Resources} {Track} at {BPM} 2021. CEUR-WS.org, 2021 |
| 2021 | Aalst, W. M. P. van der: Process mining and {RPA}: {How} to pick your automation battles?. In: Czarnecki, C. and Fettke, P., Robotic {Process} {Automation}: {Management}, {Technology}, {Applications}. De Gruyter STEM, 2021. 223--242 |
| 2021 | Ghahfarokhi, A. Farhang and Berti, A. and Aalst, W. M. P. van der: Process {Comparison} {Using} {Object}-{Centric} {Process} {Cubes}. In: Computing Research Repository (CoRR) in arXiv, abs/2103.07184, 2021, |
| 2021 | Hobeck, R. and Klinkmüller, C. and Bandara, H. M. N. D. and Weber, I. and Aalst, W. M. P. van der: Process {Mining} on {Blockchain} {Data}: {A} {Case} {Study} of {Augur}. In: Polyvyanyy, A. and Wynn, M. T. and Looy, A. Van and Reichert, M., International {Conference} on {Business} {Process} {Management} ({BPM} 2021). Springer-Verlag, Berlin, 2021. 306--323 |
| 2021 | Brockhoff, T. and Heithoff, M. and Koren, I. and Michael, J. and Pfeiffer, J. and Rumpe, B. and Uysal, M. S. and Aalst, W. M. P. van der and Wortmann, A.: Process {Prediction} with {Digital} {Twins}. International {Conference} on {Model} {Driven} {Engineering} {Languages} and {Systems} {Companion} ({Models} 2021 {Companion}). IEEE, 2021. 182--187 |
| 2021 | Park, G. and Aalst, W. M. P. van der: Realizing {A} {Digital} {Twin} of {An} {Organization} {Using} {Action}-oriented {Process} {Mining}. In: Ciccio, C. Di and Francescomarino, C. Di and Soffer, P., International {Conference} on {Process} {Mining} ({ICPM} 2021). IEEE, 2021. 104--111 |
| 2021 | : Recent {Trends} in {Analysis} of {Images}, {Social} {Networks} and {Texts}, {Revised} {Supplementary} {Proceedings} ({AIST} 2020). Springer-Verlag, Berlin, 2021 |
| 2021 | Aalst, W. M. P. van der: Reduction {Using} {Induced} {Subnets} to {Systematically} {Prove} {Properties} for {Free}-{Choice} {Nets}. In: Buchs, D. and Carmona, J., Applications and {Theory} of {Petri} {Nets} and {Concurrency} ({PN} 2021). Springer-Verlag, Berlin, 2021. 208--229 |
| 2021 | Aalst, W. M. P. van der: Reduction {Using} {Induced} {Subnets} {To} {Systematically} {Prove} {Properties} {For} {Free}-{Choice} {Nets}. In: Computing Research Repository (CoRR) in arXiv, abs/2106.03658, 2021, |
| 2021 | Pourbafrani, M. and Kar, S. and Kaiser, S. and Aalst, W. M. P. van der: Remaining {Time} {Prediction} for {Processes} with {Inter}-case {Dynamics}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers} {ML4PM} 2021). Springer-Verlag, Berlin, 2021. 140--153 |
| 2021 | Aalst, W. M. P. van der and Brockhoff, T. and Ghahfarokhi, A. Farhang and Pourbafrani, M. and Uysal, M. S. and Zelst, S. J. van: Removing {Operational} {Friction} {Using} {Process} {Mining}: {Challenges} {Provided} by the {Internet} of {Production} ({IoP}). In: Computing Research Repository (CoRR) in arXiv, abs/2107.13066, 2021, |
| 2021 | Aalst, W. M. P. van der and Brockhoff, T. and Farhang, A. and Pourbafrani, M. and Uysal, M. S. and Zelst, S. J. van: Removing {Operational} {Friction} {Using} {Process} {Mining}: {Challenges} {Provided} by the {Internet} of {Production} ({IoP}). In: Hammoudi, S. and Quix, C., Data {Management} {Technologies} and {Applications}. Springer-Verlag, Berlin, 2021. 1--31 |
| 2021 | Aalst, W. M. P. van der and Hinz, O. and Weinhardt, C.: Resilient {Digital} {Twins}. In: Business and Information Systems Engineering, 63, 2021, 615--619 |
| 2021 | Wynn, M. T. and Lebherz, J. and Aalst, W. M. P. van der and Accorsi, R. and Ciccio, C. Di and Jayarathna, L. and Verbeek, H. M. W.: Rethinking the {Input} for {Process} {Mining}: {Insights} from the {XES} {Survey} and {Workshop}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers}). Springer-Verlag, Berlin, 2021. 3--16 |
| 2021 | Yang, J. and Ouyang, C. and Hofstede, A. H. M. ter and Aalst, W. M. P. van der and Leyer, M.: Seeing the {Forest} for the {Trees}: {Group}-{Oriented} {Workforce} {Analytics}. In: Polyvyanyy, A. and Wynn, M. T. and Looy, A. Van and Reichert, M., International {Conference} on {Business} {Process} {Management} ({BPM} 2021). Springer-Verlag, Berlin, 2021. 345--362 |
| 2021 | Beverungen, D. and Buijs, J. and Becker, J. and Ciccio, C. Di and Aalst, W. M. P. van der and Bartelheimer, C. and Brocke, J. vom and Comuzzi, M. and Kraume, K. and Leopold, H. and Matzner, M. and Mendling, J. and Ogonek, N. and Post, T. and Resinas, M. and Revoredo, K. and del-Rio-Ortega, A. and Rosa, M. La and Santoro, F. and Solti, A. and Song, M. and Stein, A. and Stierle, M. and Wolf, V.: Seven {Paradoxes} of {Business} {Process} {Management} in a {Hyper}-{Connected} {World}. In: Business and Information Systems Engineering, 63, 2021, 145--156 |
| 2021 | Burattin, A. and Weerdt, J. De and Dongen, B. F. van and Claes, J. and Aalst, W. M. P. van der: Special {Issue} on {Business} {Process} {Intelligence}. In: Computing, 103, 2021, 1--2 |
| 2021 | Leemans, S. J. J. and Aalst, W. M. P. van der and Brockhoff, T. and Polyvyanyy, A.: Stochastic {Process} {Mining}: {Earth} {Movers}' {Stochastic} {Conformance}. In: Information Systems, 102, 2021, 101724 |
| 2021 | Pegoraro, M. and Uysal, M. S. and Georgi, D. B. and Aalst, W. M. P. van der: Text-{Aware} {Predictive} {Monitoring} of {Business} {Processes}. In: Computing Research Repository (CoRR) in arXiv, abs/2104.09962, 2021, |
| 2021 | Pegoraro, M. and Uysal, M. S. and Georgi, D. B. and Aalst, W. M. P. van der: Text-{Aware} {Predictive} {Monitoring} of {Business} {Processes}. In: Abramowicz, W. and Auer, S. and Lewanska, E., International {Conference} on {Business} {Information} {Systems} ({BIS} 2021). 2021. 221--232 |
| 2021 | Sani, M. Fani and Zelst, S. J. van and Aalst, W. M. P. van der: The {Impact} of {Biased} {Sampling} of {Event} {Logs} on the {Performance} of {Process} {Discovery}. In: Computing, 103, 2021, 1085--1104 |
| 2021 | Barbieri, L. and Madeira, E. R. M. and Stroeh, K. and Aalst, W. M. P. van der: Towards a {Natural} {Language} {Conversational} {Interface} for {Process} {Mining}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers} {PQMI} 2021). Springer-Verlag, Berlin, 2021. 268--280 |
| 2021 | Park, G. and Aalst, W. M. P. van der: Towards {Reliable} {Business} {Process} {Simulation}: {A} {Framework} to {Integrate} {ERP} {Systems}. In: Augusto, A. and Gill, A. and Nurcan, S. and Reinhartz-Berger, I. and Schmidt, R. and Zdravkovic, J., Enterprise, {Business}-{Process} and {Information} {Systems} {Modeling} ({BPMDS} 2021). Springer-Verlag, Berlin, 2021. 112--127 |
| 2021 | Pery, A. and Rafiei, M. and Simon, M. and Aalst, W. M. P. van der: Trustworthy {Artificial} {Intelligence} and {Process} {Mining}: {Challenges} and {Opportunities}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers} {TPSA} 2021). Springer-Verlag, Berlin, 2021. 395--407 |
| 2021 | Pery, A. and Rafiei, M. and Simon, M. and Aalst, W. M. P. van der: Trustworthy {Artificial} {Intelligence} and {Process} {Mining}: {Challenges} and {Opportunities}. In: Computing Research Repository (CoRR) in arXiv, abs/2110.02707, 2021, |
| 2021 | Aalst, W. M. P. van der: Using {Free}-{Choice} {Nets} for {Process} {Mining} and {Business} {Process} {Management}. In: Ganzha, M. and Maciaszek, L. A. and Paprzycki, M. and Slezak, D., Federated {Conference} on {Computer} {Science} and {Information} {Systems} ({FedCSIS} 2021). IEEE Computer Society, 2021. 9--15 |
| 2021 | Schuster, D. and Schade, L. and Zelst, S. J. van and Aalst, W. M. P. van der: Visualizing {Trace} {Variants} from {Partially} {Ordered} {Event} {Data}. In: Munoz-Gama, J. and Lu, X., Process {Mining} {Workshops} of the {International} {Conference} on {Process} {Mining} ({Revised} {Selected} {Papers} {EdbA} 2021). Springer-Verlag, Berlin, 2021. 34--46 |
| 2021 | Schuster, D. and Schade, L. and Zelst, S. J. van and Aalst, W. M. P. van der: Visualizing {Trace} {Variants} {From} {Partially} {Ordered} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2110.02060, 2021, |
| 2021 | Weinhardt, C. and Peukert, C. and Hinz, O. and Aalst, W. M. P. van der: Welcome to {Economies} in {IS}!. In: Business and Information Systems Engineering, 63, 2021, 325--328 |
| 2021 | Ghahfarokhi, A. F. and Park, G. and Berti, A. and Aalst, W. M. P. van der: {OCEL}: {A} {Standard} for {Object}-{Centric} {Event} {Logs}. In: Bellatreche, L. and Dumas, M. and Karras, P., New {Trends} in {Database} and {Information} {Systems} ({Short} {Papers} {ADBIS} 2021). Springer-Verlag, Berlin, 2021. 169--175 |
| 2021 | Rafiei, M. and Aalst, W. M. P. van der: {PC4PM}: {A} {Tool} for {Privacy}/{Confidentiality} {Preservation} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2107.14499, 2021, |
| 2021 | Rafiei, M. and Schnitzler, A. and Aalst, W. M. P. van der: {PC4PM}: {A} {Tool} for {Privacy}/{Confidentiality} {Preservation} in {Process} {Mining}. In: Aalst, W. M. P. van der and Dijkman, R. and Kumar, A. and Leotta, F. and Maggi, F. and Mendling, J. and Pentland, B. and Senderovich, A. and Sepúlveda, M. and Asensio, E. and Weske, M., Proceedings of the {Best} {Dissertation} {Award}, {Doctoral} {Consortium}, and {Demonstration} {Resources} {Track} at {BPM} 2021. CEUR-WS.org, 2021. 106--110 |
| 2021 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: {PROVED}: {A} {Tool} for {Graph} {Representation} and {Analysis} of {Uncertain} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2103.05564, 2021, |
| 2021 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: {PROVED}: {A} {Tool} for {Graph} {Representation} and {Analysis} of {Uncertain} {Event} {Data}. In: Buchs, D. and Carmona, J., Applications and {Theory} of {Petri} {Nets} and {Concurrency} ({PN} 2021). Springer-Verlag, Berlin, 2021. 476--486 |
| 2021 | Pourbafrani, M. and Jiao, S. and Aalst, W. M. P. van der: {SIMPT}: {Process} {Improvement} {Using} {Interactive} {Simulation} of {Time}-aware {Process} {Trees}. In: Computing Research Repository (CoRR) in arXiv, abs/2108.02052, 2021, |
| 2021 | Pourbafrani, M. and Jiao, S. and Aalst, W. M. P. van der: {SIMPT}: {Process} {Improvement} {Using} {Interactive} {Simulation} of {Time}-{Aware} {Process} {Trees}. In: Cherfi, S. and Perini, A. and Nurcan, S., Research {Challenges} in {Information} {Science} ({RCIS} 2021). Springer-Verlag, Berlin, 2021. 588--594 |
| 2020 | Park, G. and Aalst, W. M. P. van der: A {General} {Framework} for {Action}-{Oriented} {Process} {Mining}. In: del-Rio-Ortega, A. and Leopold, H. and Santoro, F. M., Workshop on on {Artificial} {Intelligence} for {Business} {Process} {Management} ({AI4BPM} 2020), {BPM} 2020 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2020. 206--218 |
| 2020 | {A. Berti and W.M.P. van der Aalst}: A {Novel} {Token}-{Based} {Replay} {Technique} to {Speed} {Up} {Conformance} {Checking} and {Process} {Enhancement}. In: Computing Research Repository (CoRR) in arXiv, abs/2007.14237, 2020, |
| 2020 | Schuster, D. and Zelst, S. J. van and Aalst, W. M. P. van der: Alignment {Approximation} for {Process} {Trees}. In: Leemans, S. and Leopold, H., International {Workshop} on {Process} {Querying}, {Manipulation}, and {Intelligence} ({PQMI} 2020), {ICPM} 2020 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2020. 247--259 |
| 2020 | Schuster, D. and Zelst, S. J. van and Aalst, W. M. P. van der: Alignment {Approximation} for {Process} {Trees}. In: Computing Research Repository (CoRR) in arXiv, abs/2009.14094, 2020, |
| 2020 | Berti, A. and Aalst, W. M. P. van der and Zang, D. and Lang, M.: An {Open}-{Source} {Integration} of {Process} {Mining} {Features} into the {Camunda} {Workflow} {Engine}: {Data} {Extraction} and {Challenges}. In: Computing Research Repository (CoRR) in arXiv, abs/2009.06209, 2020, |
| 2020 | Berti, A. and Aalst, W. M. P. van der and Zang, D. and Lang, M.: An {Open}-{Source} {Integration} of {Process} {Mining} {Features} {Into} the {Camunda} {Workflow} {Engine}: {Data} {Extraction} and {Challenges}. In: Ciccio, C. Di and Depaire, B. and Weerdt, J. De and Francescomarino, C. Di and Munoz-Gama, J., Proceedings of the {ICPM} {Doctoral} {Consortium} and {Tool} {Demonstration} {Track} 2020 co-located with the 2nd {International} {Conference} on {Process} {Mining} ({ICPM} 2020). CEUR-WS.org, 2020. 23--26 |
| 2020 | : Analysis of {Images}, {Social} {Networks} and {Texts}, {Revised} and {Selected} {Papers} of {AIST} 2019. Springer-Verlag, Berlin, 2020 |
| 2020 | Murillas, E. G. L. de and Reijers, H. A. and Aalst, W. M. P. van der: Case {Notion} {Discovery} and {Recommendation}: {Automated} {Event} {Log} {Building} on {Databases}. In: Knowledge and Information Systems, 62, 2020, 2539--2575 |
| 2020 | Weinhardt, C. and Kloker, S. and Hinz, O. and Aalst, W. M. P. van der: Citizen {Science} in {Information} {Systems} {Research}. In: Business and Information Systems Engineering, 62, 2020, 273--277 |
| 2020 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: Conformance {Checking} over {Uncertain} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2009.14452, 2020, |
| 2020 | Sani, M. Fani and Gonzalez, J. J. G. and Zelst, S. J. van and Aalst, W. M. P. van der: Conformance {Checking} {Approximation} {Using} {Simulation}. In: Dongen, B. F. van and Montali, M. and Wynn, M., International {Conference} on {Process} {Mining} ({ICPM} 2020). IEEE Computer Society, 2020. 105--112 |
| 2020 | Sani, M. Fani and Zelst, S. J. van and Aalst, W. M. P. van der: Conformance {Checking} {Approximation} {Using} {Subset} {Selection} and {Edit} {Distance}. In: Dustdar, S. and Yu, E. and Salinesi, C. and Rieu, D. and Pant, V., International {Conference} on {Advanced} {Information} {Systems} {Engineering} ({CAiSE} 2020). Springer-Verlag, Berlin, 2020. 234--251 |
| 2020 | Mann, S. and Pennekamp, J. and Brockhoff, T. and Farhang, A. and Pourbafrani, M. and Oster, L. and Uysal, M. S. and Sharma, R. and Reisgen, U. and Wehrle, K. and Aalst, W. M. P. van der: Connected, {Digitalized} {Welding} {Production}—{Secure}, {Ubiquitous} {Utilization} of {Data} {Across} {Process} {Layers}. In: Silva, L. F. M. da and Martins, P. A. F. and El-Zein, M. S., Advanced {Joining} {Processes}. Springer-Verlag, Berlin, 2020. 101--108 |
| 2020 | Schuh, G. and Gutzlaff, A. and Schmitz, S. and Aalst, W. M. P. van der: Data-{Based} {Description} of {Process} {Performance} in {End}-to-{End} {Order} {Processing}. In: CIRP Annals, 69, 2020, 381--384 |
| 2020 | Toosinezhad, Z. and Fahland, D. and Koroglu, O. and Aalst, W. M. P. van der: Detecting {System}-{Level} {Behavior} {Leading} {To} {Dynamic} {Bottlenecks}. In: Dongen, B. F. van and Montali, M. and Wynn, M., International {Conference} on {Process} {Mining} ({ICPM} 2020). IEEE Computer Society, 2020. 17--24 |
| 2020 | Aalst, W. M. P. van der: Development of the {Process} {Mining} {Discipline}. In: Reinkemeyer, L., Process {Mining} in {Action}: {Principles}, {Use} {Cases} and {Outlook}. Springer-Verlag, Berlin, 2020. 181--196 |
| 2020 | Aalst, W. M. P. van der and Berti, A.: Discovering {Object}-{Centric} {Petri} {Nets}. In: Computing Research Repository (CoRR) in arXiv, abs/2010.02047, 2020, |
| 2020 | Aalst, W. M. P. van der and Berti, A.: Discovering {Object}-{Centric} {Petri} {Nets}. In: Fundamenta Informaticae, 175, 2020, 1--40 |
| 2020 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: Efficient {Construction} of {Behavior} {Graphs} for {Uncertain} {Event} {Data}. In: Abramowicz, W. and Klein, G., International {Conference} on {Business} {Information} {Systems} ({BIS} 2020). Springer-Verlag, Berlin, 2020. 76--88 |
| 2020 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: Efficient {Construction} of {Behavior} {Graphs} for {Uncertain} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2002.08225, 2020, |
| 2020 | Klinkmüller, C. and Weber, I. and Ponomarev, A. and Tran, A. Binh and Aalst, W. M. P. van der: Efficient {Logging} for {Blockchain} {Applications}. In: Computing Research Repository (CoRR) in arXiv, abs/2001.10281, 2020, |
| 2020 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: Efficient {Time} and {Space} {Representation} of {Uncertain} {Event} {Data}. In: Algorithms, 13, 2020, 285:1--27 |
| 2020 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: Efficient {Time} and {Space} {Representation} of {Uncertain} {Event} {Data}. In: Computing Research Repository (CoRR) in arXiv, abs/2010.00334, 2020, |
| 2020 | Dees, M. and Hompes, B. and Aalst, W. M. P. van der: Events {Put} into {Context} ({EPiC}). In: Dongen, B. F. van and Montali, M. and Wynn, M., International {Conference} on {Process} {Mining} ({ICPM} 2020). IEEE Computer Society, 2020. 65--72 |
| 2020 | Berti, A. and Aalst, W. M. P. van der: Extracting {Multiple} {Viewpoint} {Models} from {Relational} {Databases}. In: Computing Research Repository (CoRR) in arXiv, abs/2001.02562, 2020, |
| 2020 | Berti, A. and Aalst, W. M. P. van der: Extracting {Multiple} {Viewpoint} {Models} from {Relational} {Databases}. In: Ceravolo, P. and Keulen, M. van and Lopez, M. T. Gomez, Postproceedings {International} {Symposium} on {Data}-driven {Process} {Discovery} and {Analysis}. Springer-Verlag, Berlin, 2020. 24--51 |
| 2020 | Aalst, W. M. P. van der: How {LNCS} {Helped} to {Shape} the {Field} of {Business} {Process} {Management}. The {Art} and {Craft} of {Scientific} {Publishing}: {A} {Liber} {Amicorum} in {Honor} of {Alfred} {Hofmann}. Springer-Verlag, Berlin, 2020. 151--154 |
| 2020 | Aalst, W. M. P. van der and Hinz, O. and Weinhardt, C.: Impact of {COVID}-19 on {BISE} {Research} and {Education}. In: Business and Information Systems Engineering, 62, 2020, 463--466 |
| 2020 | Sani, M. Fani and Zelst, S. J. van and Aalst, W. M. P. van der: Improving the {Performance} of {Process} {Discovery} {Algorithms} {By} {Instance} {Selection}. In: Computer Science and Information Systems, 17, 2020, 927--958 |
| 2020 | Mannel, L. L. and Epstein, Y. and Aalst, W. M. P. van der: Improving the {State}-{Space} {Traversal} of the {eST}-{Miner} by {Exploiting} {Underlying} {Log} {Structures}. In: del-Rio-Ortega, A. and Leopold, H. and Santoro, F. M., International {Workshop} on {Business} {Process} {Intelligence} ({BPI}), {BPM} 2020 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2020. 334--347 |
| 2020 | Schuster, D. and Zelst, S. J. van and Aalst, W. M. P. van der: Incremental {Discovery} of {Hierarchical} {Process} {Models}. In: Dalpiaz, F. and Zdravkovic, J. and Loucopoulos, P., International {Conference} on {Research} {Challenges} in {Information} {Science} ({RCIS} 2020). Springer-Verlag, Berlin, 2020. 417--433 |
| 2020 | Denisov, V. and Fahland, D. and Aalst, W. M. P. van der: Multi-{Dimensional} {Performance} {Analysis} and {Monitoring} {Using} {Integrated} {Performance} {Spectra}. In: Ciccio, C. Di and Depaire, B. and Weerdt, J. De and Francescomarino, C. Di and Munoz-Gama, J., Proceedings of the {ICPM} {Doctoral} {Consortium} and {Tool} {Demonstration} {Track} 2020 co-located with the 2nd {International} {Conference} on {Process} {Mining} ({ICPM} 2020). CEUR-WS.org, 2020. 27--30 |
| 2020 | Aalst, W. M. P. van der: On the {Pareto} {Principle} in {Process} {Mining} and {Task} {Mining} and {Robotic} {Process} {Automation}. In: Hammoudi, S. and Quix, C. and Bernardino, J., Proceedings of the 9th {International} {Conference} on {Data} {Science}, {Technology} and {Applications} ({DATA} 2020). SciTePress, 2020. 5--12 |
| 2020 | Rafiei, M. and Aalst, W. M. P. van der: Practical {Aspect} of {Privacy}-{Preserving} {Data} {Publishing} in {Process} {Mining}. Proceedings of the {Demonstration} {Track} of the 18th {International} {Conference} on {Business} {Process} {Management} ({BPM} 2020). CEUR-WS.org, 2020. 92--96 |
| 2020 | Rafiei, M. and Aalst, W. M. P. van der: Practical {Aspect} of {Privacy}-{Preserving} {Data} {Publishing} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2009.11542, 2020, |
| 2020 | Rafiei, M. and Aalst, W. M. P. van der: Privacy-{Preserving} {Data} {Publishing} in {Process} {Mining}. In: Fahland, D. and Ghidini, C. and Becker, J. and Dumas, M., Business {Process} {Management} {Forum} ({BPM} {Forum} 2020). Springer-Verlag, Berlin, 2020. 122--138 |
| 2020 | Pika, A. and Wynn, M. and Budiono, S. and Hofstede, A. ter and Aalst, W. M. P. van der and Reijers, H.: Privacy-{Preserving} {Process} {Mining} in {Healthcare}. In: Environmental Research and Public Health, 17, 2020, 1216:1--18 |
| 2020 | : Proceedings of the {Best} {Dissertation} {Award}, {Doctoral} {Consortium}, {Demonstration} and {Resources} {Track} at {BPM} 2020 co-located with the 18th {International} {Conference} on {Business} {Process} {Management} ({BPM} 2020), {Sevilla}, {Spain}, {September} 13-18, 2020. CEUR-WS.org, 2020 |
| 2020 | : Proceedings of the {International} {Workshop} on {Algorithms} and {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2020). CEUR-WS.org, 2020 |
| 2020 | Aalst, W. M. P. van der: Process {Mining} as the {Superglue} between {Data} and {Process} {Management}. In: Sinderen, M. van and Fill, H. G. and Maciaszek, L. A., Proceedings of the 15th {International} {Conference} on {Software} {Technologies} ({ICSOFT} 2020). ScitePress, 2020. 7--8 |
| 2020 | Sani, M. Fani and Boltenhagen, M. and Aalst, W. M. P. van der: Prototype {Selection} {Using} {Clustering} and {Conformance} {Metrics} for {Process} {Discovery}. In: del-Rio-Ortega, A. and Leopold, H. and Santoro, F. M., International {Workshop} on {Business} {Process} {Intelligence} ({BPI}), {BPM} 2020 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2020. 281--294 |
| 2020 | Mannel, L. L. and Bergenthum, R. and Aalst, W. M. P. van der: Removing {Implicit} {Places} {Using} {Regions} for {Process} {Discovery}. Proceedings of the {International} {Workshop} on {Algorithms} and {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2020). CEUR-WS.org, 2020. 20--32 |
| 2020 | Denisov, V. and Fahland, D. and Aalst, W. M. P. van der: Repairing {Event} {Logs} with {Missing} {Events} to {Support} {Performance} {Analysis} of {Systems} with {Shared} {Resources}. In: Janicki, R. and Sidorova, N. and Chatain, T., Applications and {Theory} of {Petri} {Nets} 2020. 2020. 239--259 |
| 2020 | Hinz, O. and Aalst, W. M. P. van der and Weinhardt, C.: Research in the {Attention} {Economy}. In: Business and Information Systems Engineering, 62, 2020, 83--85 |
| 2020 | Delcoucq, L. and Lecron, F. and Fortemps, P. and Aalst, W. M. P. van der: Resource-{Centric} {Process} {Mining}: {Clustering} {Using} {Local} {Process} {Models}. In: Hung, C. C. and Cerny, T. and Shin, D. and Bechini, A., Annual {ACM} {Symposium} on {Applied} {Computing} ({SAC} 2020). ACM Press, 2020. 45--52 |
| 2020 | Qafari, M. S. and Aalst, W. M. P. van der: Root {Cause} {Analysis} in {Process} {Mining} {Using} {Structural} {Equation} {Models}. In: del-Rio-Ortega, A. and Leopold, H. and Santoro, F. M., Workshop on on {Artificial} {Intelligence} for {Business} {Process} {Management} ({AI4BPM} 2020), {BPM} 2020 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2020. 155--167 |
| 2020 | Cheng, L. and Dongen, B. F. van and Aalst, W. M. P. van der: Scalable {Discovery} of {Hybrid} {Process} {Models} in a {Cloud} {Computing} {Environment}. In: IEEE Transactions on Services Computing, 13, 2020, 368--380 |
| 2020 | Pourbafrani, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Semi-automated {Time}-{Granularity} {Detection} for {Data}-{Driven} {Simulation} {Using} {Process} {Mining} and {System} {Dynamics}. In: Dobbie, G. and Frank, U. and Kappel, G. and Liddle, S. and Mayr, H. C., International {Conference} on {Conceptual} {Modeling} ({ER} 2020). 2020. 77--91 |
| 2020 | Li, C. Y. and Zelst, S. J. van and Aalst, W. M. P. van der: Stage-{Based} {Process} {Performance} {Analysis}. In: Hacid, H. and Outay, F. and Paik, H., {AI}-{Enabled} {Process} {Automation} ({AI}-{PA} 2020), {ICSOC} 2020 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2020. 349--364 |
| 2020 | Pourbafrani, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Supporting {Automatic} {System} {Dynamics} {Model} {Generation} for {Simulation} in the {Context} of {Process} {Mining}. In: Abramowicz, W. and Klein, G., International {Conference} on {Business} {Information} {Systems} ({BIS} 2020). Springer-Verlag, Berlin, 2020. 249--263 |
| 2020 | Rafiei, M. and Waldthausen, L. von and Aalst, W. M. P. van der: Supporting {Confidentiality} in {Process} {Mining} {Using} {Abstraction} and {Encryption}. In: Ceravolo, P. and Keulen, M. van and Lopez, M. T. Gomez, Postproceedings {International} {Symposium} on {Data}-driven {Process} {Discovery} and {Analysis}. Springer-Verlag, Berlin, 2020. 101--123 |
| 2020 | Pourbafrani, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Supporting {Decisions} in {Production} {Line} {Processes} by {Combining} {Process} {Mining} and {System} {Dynamics}. In: Ahram, T. Z. and Karwowski, W. and Vergnano, A., Proceedings of the 3rd {International} {Conference} on {Intelligent} {Human} {Systems} {Integration} ({IHSI} 2020). Springer-Verlag, Berlin, 2020. 461--467 |
| 2020 | Aalst, W. M. P. van der: The {Data} {Science} {Revolution}: {How} {Learning} {Machines} {Changed} the {Way} {We} {Work} and {Do} {Business}. In: Strous, L. and Johnson, R. and Grier, D. and Swade, D., Unimagined {Futures}: {ICT} {Opportunities} and {Challenges}. Springer-Verlag, Berlin, 2020. 5--19 |
| 2020 | Brockhoff, T. and Uysal, M. S. and Aalst, W. M. P. van der: Time-aware {Concept} {Drift} {Detection} {Using} the {Earth} {Mover}'s {Distance}. In: Dongen, B. F. van and Montali, M. and Wynn, M., International {Conference} on {Process} {Mining} ({ICPM} 2020). IEEE Computer Society, 2020. 33--40 |
| 2020 | Rafiei, M. and Aalst, W. M. P. van der: Towards {Quantifying} {Privacy} in {Process} {Mining}. In: Leemans, S. and Leopold, H., International {Workshop} on {Trust} and {Privacy} in {Process} {Analytics} ({TPPA} 2020), {ICPM} 2020 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2020. 385--397 |
| 2020 | Rafiei, M. and Aalst, W. M. P. van der: Towards {Quantifying} {Privacy} in {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2012.12031, 2020, |
| 2020 | Aalst, W. M. P. van der and Unterberg, D. Tacke Genannt and Denisov, V. and Fahland, D.: Visualizing {Token} {Flows} {Using} {Interactive} {Performance} {Spectra}. In: Janicki, R. and Sidorova, N. and Chatain, T., Applications and {Theory} of {Petri} {Nets} 2020. 2020. 369--380 |
| 2020 | Narayana, M. Shankara and Khalifa, H. and Aalst, W. M. P. van der: {JXES}: {JSON} {Support} for the {XES} {Event} {Log} {Standard}. In: Computing Research Repository (CoRR) in arXiv, abs/2009.06363, 2020, |
| 2020 | Yang, J. and Ouyang, C. and Aalst, W. M. P. van der and Hofstede, A. ter and Yu, Y.: {OrgMining} 2.0: {A} {Novel} {Framework} for {Organizational} {Model} {Mining} from {Event} {Logs}. In: Computing Research Repository (CoRR) in arXiv, abs/2011.12445, 2020, |
| 2020 | Pourbafrani, M. and Aalst, W. M. P. van der: {PMSD}: {Data}-{Driven} {Simulation} {Using} {System} {Dynamics} and {Process} {Mining}. Proceedings of the {Demonstration} {Track} of the 18th {International} {Conference} on {Business} {Process} {Management} ({BPM} 2020). CEUR-WS.org, 2020. 77--81 |
| 2020 | Pourbafrani, M. and Aalst, W. M. P. van der: {PMSD}: {Data}-{Driven} {Simulation} {Using} {System} {Dynamics} and {Process} {Mining}. In: Computing Research Repository (CoRR) in arXiv, abs/2010.00943, 2020, |
| 2020 | Rafiei, M. and Wagner, M. and Aalst, W. M. P. van der: {TLKC}-{Privacy} {Model} for {Process} {Mining}. In: Dalpiaz, F. and Zdravkovic, J. and Loucopoulos, P., International {Conference} on {Research} {Challenges} in {Information} {Science} ({RCIS} 2020). Springer-Verlag, Berlin, 2020. 398--416 |
| 2019 | Liu, C. and Dongen, B. F. van and Assy, N. and Aalst, W. M. P. van der: A {General} {Framework} to {Identify} {Software} {Components} from {Execution} {Data}. In: Damiani, E. and Spanoudakis, G. and Maciaszek, L. A., International {Conference} on {Evaluation} of {Novel} {Approaches} to {Software} {Engineering} ({ENASE} 2019). Crete, Greece: SciTePress, 2019. 234--241 |
| 2019 | Li, C. Y. and Zelst, S. van and Aalst, W. M. P. van der: A {Generic} {Approach} for {Process} {Performance} {Analysis} using {Bipartite} {Graph} {Matching}. In: Francescomarino, C. Di and Dijkman, R. and Zdun, U., Workshop on {Business} {Process} {Intelligence} ({BPI} 2019), {BPM} 2019 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2019. 199--211 |
| 2019 | Li, G. and Carvalho, R. M. de and Aalst, W. M. P. van der: A {Model}-based {Framework} to {Automatically} {Generate} {Semi}-real {Data} for {Evaluating} {Data} {Analysis} {Techniques}. In: Filipe, J. and Smialek, M. and Brodsky, A. and Hammoudi, S., International {Conference} on {Enterprise} {Information} {Systems} ({ICEIS} 2019). Crete, Greece: SciTePress, 2019. 213--220 |
| 2019 | Aalst, W. M. P. van der: A {Practitioner}'s {Guide} to {Process} {Mining}: {Limitations} of the {Directly}-{Follows} {Graph}. International {Conference} on {Enterprise} {Information} {Systems} ({Centeris} 2019). Elsevier, 2019. 321--328 |
| 2019 | Aalst, W. M. P. van der and Carmona, J. and Chatain, T. and Dongen, B. F. van: A {Tour} in {Process} {Mining}: {From} {Practice} to {Algorithmic} {Challenges}. In: Koutny, M. and Pomello, L. and Kristensen, L. M., Transactions on {Petri} {Nets} and {Other} {Models} of {Concurrency} ({ToPNoC} 14). Springer-Verlag, Berlin, 2019. 1--35 |
| 2019 | Gao, J. and Zelst, S. J. van and Lu, X. and Aalst, W. M. P. van der: Automated {Robotic} {Process} {Automation}: {A} {Self}-{Learning} {Approach}. In: Panetto, H. and Debruyne, C. and Hepp, M. and Lewis, D. and Ardagna, C. A. and Meersman, R., On the {Move} to {Meaningful} {Internet} {Systems}, {International} {Conference} on {Cooperative} {Information} {Systems} ({CoopIS} 2019). Springer-Verlag, Berlin, 2019. 95--112 |
| 2019 | Aalst, W. M. P. van der and Hinz, O. and Weinhardt, C.: Big {Digital} {Platforms} - {Growth}, {Impact}, and {Challenges}. In: Business and Information Systems Engineering, 61, 2019, 645--648 |
| 2019 | Hinz, O. and Aalst, W. M. P. van der and Weinhardt, C.: Blind {Spots} in {Business} and {Information} {Systems} {Engineering}. In: Business and Information Systems Engineering, 61, 2019, 133--135 |
| 2019 | Murillas, E. González López de and Reijers, H. A. and Aalst, W. M. P. van der: Connecting {Databases} {With} {Process} {Mining}: {A} {Meta} {Model} and {Toolset}. In: Software and System Modeling, 18, 2019, 1209--1247 |
| 2019 | Kalenkova, A. A. and Burattin, A. and Leoni, M. de and Aalst, W. M. P. van der and Sperduti, A.: Discovering {High}-{Level} {BPMN} {Process} {Models} {From} {Event} {Data}. In: Business Process Management Journal, 25, 2019, 995--1019 |
| 2019 | Tax, N. and Sidorova, N. and Aalst, W. M. P. van der: Discovering {More} {Precise} {Process} {Models} {From} {Event} {Logs} {By} {Filtering} {Out} {Chaotic} {Activities}. In: Journal of Intelligent Information Systems, 52, 2019, 107--139 |
| 2019 | Aalst, W. M. P. van der: Discovering {Petri} {Nets}: {A} {Personal} {Journey}. In: Reisig, W. and Rozenberg, G., Carl {Adam} {Petri}: {His} {Ideas}, {Personality}, and {Impact}: {Personal} {Stories}. Springer-Verlag, Berlin, 2019. 3--9 |
| 2019 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: Discovering {Process} {Models} from {Uncertain} {Event} {Data}. In: Francescomarino, C. Di and Dijkman, R. and Zdun, U., Workshop on {Business} {Process} {Intelligence} ({BPI} 2019), {BPM} 2019 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2019. 238--249 |
| 2019 | Pegoraro, M. and Uysal, M. S. and Aalst, W. M. P. van der: Discovering {Process} {Models} from {Uncertain} {Event} {Data}. In: CoRR, abs/1909.11567, 2019, |
| 2019 | Leemans, S. J. J. and Syring, A. F. and Aalst, W. M. P. van der: Earth {Movers}' {Stochastic} {Conformance} {Checking}. In: Hildebrandt, T. T. and Dongen, B. F. van and Röglinger, M. and Mendling, J., Business {Process} {Management} {Forum} ({BPM} {Forum} 2019). Springer-Verlag, Berlin, 2019. 127--143 |
| 2019 | Artale, A. and Calvanese, D. and Montali, M. and Aalst, W. M. P. van der: Enriching {Data} {Models} with {Behavioral} {Constraints}. In: Borgo, S., Ontology {Makes} {Sense} ({Essays} in honor of {Nicola} {Guarino}). IOS Press, 2019. 257--277 |
| 2019 | Benevento, E. and Dixit, P. M. and Sani, M. Fani and Aloini, D. and Aalst, W. M. P. van der: Evaluating the {Effectiveness} of {Interactive} {Process} {Discovery} in {Healthcare}: {A} {Case} {Study}. In: Francescomarino, C. Di and Dijkman, R. and Zdun, U., Workshop {Process}-{Oriented} {Data} {Science} for {Healthcare} ({PODS4H} 2019), {BPM} 2019 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2019. 508--519 |
| 2019 | Syring, A. F. and Tax, N. and Aalst, W. M. P. van der: Evaluating {Conformance} {Measures} in {Process} {Mining} using {Conformance} {Propositions} ({Extended} version). In: CoRR, abs/1909.02393, 2019, |
| 2019 | Syring, A. F. and Tax, N. and Aalst, W. M. P. van der: Evaluating {Conformance} {Measures} in {Process} {Mining} {Using} {Conformance} {Propositions}. In: Koutny, M. and Pomello, L. and Kristensen, L. M., Transactions on {Petri} {Nets} and {Other} {Models} of {Concurrency} ({ToPNoC} 14). Springer-Verlag, Berlin, 2019. 192--221 |
| 2019 | Aalst, W. M. P. van der: Everything {You} {Always} {Wanted} to {Know} {About} {Petri} {Nets}, but {Were} {Afraid} to {Ask}. In: Hildebrandt, T. T. and Dongen, B. F. van and Röglinger, M. and Mendling, J., International {Conference} on {Business} {Process} {Management} ({BPM} 2019). Springer-Verlag, Berlin, 2019. 3--9 |
| 2019 | Qafari, M. S. and Aalst, W. M. P. van der: Fairness-{Aware} {Process} {Mining}. In: Panetto, H. and Debruyne, C. and Hepp, M. and Lewis, D. and Ardagna, C. A. and Meersman, R., On the {Move} to {Meaningful} {Internet} {Systems}, {International} {Conference} on {Cooperative} {Information} {Systems} ({CoopIS} 2019). Springer-Verlag, Berlin, 2019. 182--192 |
| 2019 | Qafari, M. S. and Aalst, W. M. P. van der: Fairness-{Aware} {Process} {Mining}. In: CoRR, abs/1908.11451, 2019, |
| 2019 | Sani, M. Fani and Berti, A. and Zelst, S. J. van and Aalst, W. M. P. van der: Filtering {Toolkit}: {Interactively} {Filter} {Event} {Logs} to {Improve} the {Quality} of {Discovered} {Models}. Proceedings of the {BPM} {Demo} {Track} at {BPM} 2019. CEUR-WS.org, 2019. 134--138 |
| 2019 | Mannel, L. and Aalst, W. M. P. van der: Finding {Complex} {Process}-{Structures} by {Exploiting} the {Token}-{Game}. In: Donatelli, S. and Haar, S., Applications and {Theory} of {Petri} {Nets} 2019. Springer-Verlag, Berlin, 2019. 258--278 |
| 2019 | Mannel, L. L. and Aalst, W. M. P. van der: Finding {Uniwired} {Petri} {Nets} {Using} {eST}-{Miner}. In: Francescomarino, C. Di and Dijkman, R. and Zdun, U., Workshop on {Business} {Process} {Intelligence} ({BPI} 2019), {BPM} 2019 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2019. 224--237 |
| 2019 | Aalst, W. M. P. van der: Fokus {Prozesse}: {Von} den {Anfängen} bis zur {Verbesserung} von {Arbeitsabläufen} in der {Gesundheitsversorgung}. Wissensmanager: {Das} {KMS} {Magazin} für die {Gesundheitswirtschaft} ({Herbst} 2019). Springer-Verlag, Berlin, 2019. 4--10 |
| 2019 | Tax, N. and Alasgarov, E. and Sidorova, N. and Haakma, R. and Aalst, W. M. P. van der: Generating {Time}-{Based} {Label} {Refinements} to {Discover} {More} {Precise} {Process} {Models}. In: Journal of Ambient Intelligence and Smart Environments, 11, 2019, 165--182 |
| 2019 | Eck, M. L. van and Sidorova, N. and Aalst, W. M. P. van der: Guided {Interaction} {Exploration} and {Performance} {Analysis} in {Artifact}-{Centric} {Process} {Models}. In: Business and Information Systems Engineering, 61, 2019, 649--663 |
| 2019 | : International {Conference} on {Fundamental} {Approaches} to {Software} {Engineering} ({FASE} 2019). Springer-Verlag, Berlin, 2019 |
| 2019 | Weinhardt, C. and Aalst, W. M. P. van der and Hinz, O.: Introducing {Registered} {Reports} to the {Information} {Systems} {Community}. In: Business and Information Systems Engineering, 61, 2019, 381--384 |
| 2019 | Aalst, W. M. P. van der: Lucent {Process} {Models} and {Translucent} {Event} {Logs}. In: Fundamenta Informaticae, 169, 2019, 151--177 |
| 2019 | Klinkmüller, C. and Ponomarev, A. and Tran, A. B. and Weber, I. and Aalst, W. M. P. van der: Mining {Blockchain} {Processes}: {Extracting} {Process} {Mining} {Data} from {Blockchain} {Applications}. In: Ciccio, C. Di and Gabryelczyk, R. and Garcia-Banuelos, L. and Hernaus, T. and Hull, R. and Stemberger, M. I. and Ko, A. and Staples, M., Business {Process} {Management}: {Blockchain} and {Central} and {Eastern} {Europe} {Forum} ({BPM} 2019). Springer-Verlag, Berlin, 2019. 71--86 |
| 2019 | Rafiei, M. and Aalst, W. M. P. van der: Mining {Roles} {From} {Event} {Logs} {While} {Preserving} {Privacy}. In: Francescomarino, C. Di and Dijkman, R. and Zdun, U., Workshop {Security} and {Privacy}-enhanced {Business} {Process} {Management} ({SPBP} 2019), {BPM} 2019 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2019. 676--689 |
| 2019 | Pegoraro, M. and Aalst, W. M. P. van der: Mining {Uncertain} {Event} {Data} in {Process} {Mining}. In: Carmona, J. and Jans, M. and Rosa, M. La, International {Conference} on {Process} {Mining} ({ICPM} 2019). Aachen, Germany: IEEE Computer Society, 2019. 89--96 |
| 2019 | Pegoraro, M. and Aalst, W. M. P. van der: Mining {Uncertain} {Event} {Data} in {Process} {Mining}. In: CoRR, abs/1910.00089, 2019, |
| 2019 | Artale, A. and Kovtunova, A. and Montali, M. and Aalst, W. M. P. van der: Modeling and {Reasoning} over {Declarative} {Data}-{Aware} {Processes} with {Object}-{Centric} {Behavioral} {Constraints}. In: Hildebrandt, T. T. and Dongen, B. F. van and Röglinger, M. and Mendling, J., International {Conference} on {Business} {Process} {Management} ({BPM} 2019). Springer-Verlag, Berlin, 2019. 139--156 |
| 2019 | Li, G. and Carvalho, R. M. de and Aalst, W. M. P. van der: Object-{Centric} {Behavioral} {Constraint} {Models}: {A} {Hybrid} {Model} {For} {Behavioral} and {Data} {Perspectives}. In: Hung, C. C. and Papadopoulos, G. A., {ACM}/{SIGAPP} {Symposium} on {Applied} {Computing} ({SAC} 2019). Limassol, Cyprus: ACM Press, New York, NY, USA, 2019. 48--56 |
| 2019 | Aalst, W. M. P. van der: Object-{Centric} {Process} {Mining}: {Dealing} {With} {Divergence} and {Convergence} in {Event} {Data}. In: Ölveczky, P. C. and Salaün, G., Software {Engineering} and {Formal} {Methods} ({SEFM} 2019). Springer-Verlag, Berlin, 2019. 3--25 |
| 2019 | Hassani, M. and Zelst, S. J. van and Aalst, W. M. P. van der: On the {Application} of {Sequential} {Pattern} {Mining} {Primitives} to {Process} {Discovery}: {Overview}, {Outlook} and {Opportunity} {Identification}. In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9, 2019, 1--13 |
| 2019 | Zelst, S. J. van and Bolt, A. and Hassani, M. and Dongen, B. F. van and Aalst, W. M. P. van der: Online {Conformance} {Checking}: {Relating} {Event} {Streams} to {Process} {Models} {Using} {Prefix}-{Alignments}. In: International Journal of Data Science and Analytics, 8, 2019, 269--284 |
| 2019 | Denisov, V. and Fahland, D. and Aalst, W. M. P. van der: Predictive {Performance} {Monitoring} of {Material} {Handling} {Systems} {Using} the {Performance} {Spectrum}. In: Carmona, J. and Jans, M. and Rosa, M. La, International {Conference} on {Process} {Mining} ({ICPM} 2019). Aachen, Germany: IEEE Computer Society, 2019. 137--144 |
| 2019 | : Proceedings of the {Dissertation} {Award}, {Doctoral} {Consortium}, and {Demonstration} {Track} at {BPM} 2019. CEUR-WS.org, 2019 |
| 2019 | : Proceedings of the {International} {Workshop} on {Algorithms} and {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2019). CEUR-WS.org, 2019 |
| 2019 | : Proceedings of {Analysis} of {Images}, {Social} {Networks} and {Texts} ({AIST} 2019). Springer-Verlag, Berlin, 2019 |
| 2019 | Berti, A. and Zelst, S. J. van and Aalst, W. M. P. van der: Process {Mining} for {Python} ({PM4Py}): {Bridging} the {Gap} {Between} {Process} and {Data} {Science}. In: CoRR, abs/1905.06169, 2019, |
| 2019 | Berti, A. and Aalst, W. M. P. van der: Reviving {Token}-based {Replay}: {Increasing} {Speed} {While} {Improving} {Diagnostics}. Proceedings of the {International} {Workshop} on {Algorithms} and {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2019). CEUR-WS.org, 2019. 87--103 |
| 2019 | Pourbafrani, M. and Zelst, S. J. van and Aalst, W. M. P. van der: Scenario-{Based} {Prediction} of {Business} {Processes} {Using} {System} {Dynamics}. In: Panetto, H. and Debruyne, C. and Hepp, M. and Lewis, D. and Ardagna, C. A. and Meersman, R., On the {Move} to {Meaningful} {Internet} {Systems}, {International} {Conference} on {Cooperative} {Information} {Systems} ({CoopIS} 2019). Springer-Verlag, Berlin, 2019. 422--439 |
| 2019 | Aalst, W. M. P. van der: Structuring {Behavior} or {Not}, {That} is the {Question}. In: Bergener, K. and Rackers, M. and Stein, A., The {Art} of {Structuring}, {Bridging} the {Gap} {Between} {Information} {Systems} {Research} and {Practice}. Springer-Verlag, Berlin, 2019. 221--226 |
| 2019 | Sani, M. Fani and Zelst, S. J. van and Aalst, W. M. P. van der: The {Impact} of {Event} {Log} {Subset} {Selection} on the {Performance} of {Process} {Discovery} {Algorithms}. In: Welzer, T. and Eder, J., New {Trends} in {Databases} and {Information} {Systems}, {ADBIS} 2019 {Short} {Papers}. Springer-Verlag, Berlin, 2019. 391--404 |
| 2019 | Pika, A. and Wynn, M. and Budiono, S. and Hofstede, A. ter and Aalst, W. M. P. van der and Reijers, H. A.: Towards {Privacy}-{Preserving} {Process} {Mining} in {Healthcare}. In: Francescomarino, C. Di and Dijkman, R. and Zdun, U., Workshop {Process}-{Oriented} {Data} {Science} for {Healthcare} ({PODS4H} 2019), {BPM} 2019 {Workshop} {Proceedings}. Springer-Verlag, Berlin, 2019. 483--495 |
| 2019 | Dees, M. and Leoni, M. de and Aalst, W. M. P. van der and Reijers, H.: What if {Process} {Predictions} are not followed by {Good} {Recommendations}?. In: CoRR, abs/1905.10173, 2019, |
| 2019 | Dees, M. and Leoni, M. de and Aalst, W. M. P. van der and Reijers, H.: What {If} {Process} {Predictions} {Are} {Not} {Followed} {By} {Good} {Recommendations}?. In: Brocke, J. vom and Mendling, J. and Rosemann, M., Proceedings of the {Industry} {Forum} at {BPM} 2019. CEUR-WS.org, 2019. 61--72 |
| 2019 | Nik, M. R. Harati and Aalst, W. M. P. van der and Sani, M. Fani: {BIpm}: {Combining} {BI} and {Process} {Mining}. In: Hammoudi, S. and Quix, C. and Bernardino, J., International {Conference} on {Data} {Science}, {Technology} and {Applications} ({DATA} 2019). Prague, Czech Republic: SciTePress, 2019. 123--128 |
| 2019 | Berti, A. and Zelst, S. J. van and Aalst, W. M. P. van der: {PM4Py} {Web} {Services}: {Easy} {Development}, {Integration} and {Deployment} of {Process} {Mining} {Features} in any {Application} {Stack}. Proceedings of the {BPM} {Demo} {Track} at {BPM} 2019. CEUR-WS.org, 2019. 174--183 |
| 2018 | Liu, C. and Dongen, B. F. van and Assy, N. and Aalst, W. M. P. van der: A {Framework} to {Support} {Behavioral} {Design} {Pattern} {Detection} from {Software} {Execution} {Data}. In: Damiani, E. and Spanoudakis, G. and Maciaszek, L. A., International {Conference} on {Evaluation} of {Novel} {Approaches} to {Software} {Engineering} ({ENASE} 2018). Madeira: Scitepress, 2018. 65--76 |
| 2018 | Liu, C. and Dongen, B. F. van and Assy, N. and Aalst, W. M. P. van der: A {General} {Framework} to {Detect} {Behavioral} {Design} {Patterns}. In: Chaudron, M. and Crnkovic, I. and Chechik, M. and Harman, M., International {Conference} on {Software} {Engineering}, {Companion} {Proceedings} ({ICSE} 2018). ACM Press, 2018. 234--235 |
| 2018 | Jouck, T. and Bolt, A. and Depaire, B. and Leoni, M. de and Aalst, W. M. P. van der: An {Integrated} {Framework} for {Process} {Discovery} {Algorithm} {Evaluation}. In: CoRR, abs/1806.07222, 2018, |
| 2018 | Sani, M. Fani and Zelst, S. J. van and Aalst, W. M. P. van der: Applying {Sequence} {Mining} for {Outlier} {Detection} in {Process} {Mining}. In: Panetto, H. and Debruyne, C. and Proper, H. and Ardagna, C. and Roman, D. and Meersman, R., Proceedings of the {OTM} {Conference} on {Cooperative} {Information} {Systems} ({CoopIS} 2018). Springer-Verlag, Berlin, 2018. 98--116 |
| 2018 | Mendling, J. and Weber, I. and Aalst, W. M. P. van der and Brocke, J. vom and Cabanillas, C. and Daniel, F. and Debois, S. and Ciccio, C. Di and Dumas, M. and Dustdar, S. and Gal, A. and Garcia-Banuelos, L. and Governatori, G. and Hull, R. and Rosa, M. La and Leopold, H. and Leymann, F. and Recker, J. and Reichert, M. and Reijers, H. A. and Rinderle-Ma, S. and Solti, A. and Rosemann, M. and Schulte, S. and Singh, M. and Slaats, T. and Staples, M. and Weber, B. and Weidlich, M. and Weske, M. and Xu, X. and Zhu, L.: Blockchains for {Business} {Process} {Management}: {Challenges} and {Opportunities}. In: ACM Transactions on Management Information Systems, 9, 2018, 1--16 |
| 2018 | Sakr, S. and Maamar, Z. and Awad, A. and Benatallah, B. and Aalst, W. M. P. van der: Business {Process} {Analytics} and {Big} {Data} {Systems}: {A} {Roadmap} to {Bridge} the {Gap}. In: IEEE Access, 6, 2018, 77308--77320 |
| 2018 | Aalst, W. M. P. van der: Business {Process} {Execution} {Language}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Aalst, W. M. P. van der: Business {Process} {Management}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Aalst, W. M. P. van der: Business {Process} {Modeling} {Notation}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Aalst, W. M. P. van der: Choreography. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Liu, C. and Dongen, B. F. van and Assy, N. and Aalst, W. M. P. van der: Component {Interface} {Identification} and {Behavioral} {Model} {Discovery} {From} {Software} {Execution} {Data}. In: Khomh, F. and Roy, C. K. and Siegmund, J., International {Conference} on {Program} {Comprehension} ({ICPC} 2018). ACM Press, 2018. 97--107 |
| 2018 | Aalst, W. M. P. van der: Composition. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Calvanese, D. and Kalayci, T. E. and Montali, M. and Santoso, A. and Aalst, W. M. P. van der: Conceptual {Schema} {Transformation} in {Ontology}-based {Data} {Access}. International {Workshop} on {Description} {Logics} ({DL} 2018). CEUR-WS.org, 2018. |
| 2018 | Calvanese, D. and Kalayci, T. E. and Montali, M. and Santoso, A. and Aalst, W. M. P. van der: Conceptual {Schema} {Transformation} in {Ontology}-{Based} {Data} {Access}. In: Faron-Zucker, C. and Ghidini, C. and Napoli, A. and Toussaint, Y., Knowledge {Engineering} and {Knowledge} {Management} ({EKAW} 2018). Springer-Verlag, Berlin, 2018. 50--67 |
| 2018 | Li, G. and Carvalho, R. Medeiros de and Aalst, W. M. P. van der: Configurable {Event} {Correlation} for {Process} {Discovery} from {Object}-{Centric} {Event} {Data}. {IEEE} {International} {Conference} on {Web} {Services} ({ICWS} 2018). IEEE Computer Society, 2018. 203--210 |
| 2018 | Aalst, W. M. P. van der: Coordination. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Eck, M. L. van and Markslag, E. and Sidorova, N. and Brosens-Kessels, A. and Aalst, W. M. P. van der: Data-{Driven} {Usability} {Test} {Scenario} {Creation}. In: Bogdan, C. and Kuusinen, K. and Larusdottir, M. and Palanque, P. and Winckler, M., International {Working} {Conference} on {Human}-{Centered} {Software} {Engineering} ({HCSE} 2018). Springer-Verlag, Berlin, 2018. 88--108 |
| 2018 | Aalst, W. M. P. van der: Desire {Lines} in {Big} {Data}. In: Alhajj, R. and Rokne, J., Encyclopedia of {Social} {Network} {Analysis} and {Mining}. Springer-Verlag, Berlin, 2018. |
| 2018 | Dixit, P. M. and Suriadi, S. and Andrews, R. and Wynn, M. Thandar and Hofstede, A. H. M. ter and Buijs, J. C. A. M. and Aalst, W. M. P. van der: Detection and {Interactive} {Repair} of {Event} {Ordering} {Imperfection} in {Process} {Logs}. In: Krogstie, J. and Reijers, H. A., International {Conference} on {Advanced} {Information} {Systems} {Engineering} ({CAiSE} 2018). Springer-Verlag, Berlin, 2018. 274--290 |
| 2018 | Aalst, W. M. P. van der: Discovering the “{Glue}” {Connecting} {Activities} - {Exploiting} {Monotonicity} to {Learn} {Places} {Faster}. In: Boer, F. de and Bonsangue, M. and Rutten, J., It's {All} {About} {Coordination}. Springer-Verlag, Berlin, 2018. 1--20 |
| 2018 | Zelst, S. J. van and Dongen, B. F. van and Aalst, W. M. P. van der and Verbeek, H. M. W.: Discovering {Workflow} {Nets} {Using} {Integer} {Linear} {Programming}. In: Computing, 100, 2018, 529--556 |
| 2018 | Rafiei, M. and Waldthausen, L. von and Aalst, W. M. P. van der: Ensuring {Confidentiality} in {Process} {Mining}. In: Ceravolo, P. and Lopez, M. T. Gomez and Keulen, M. van, International {Symposium} on {Data}-driven {Process} {Discovery} and {Analysis} ({SIMPDA} 2018). CEUR-WS.org, 2018. 3--17 |
| 2018 | Zelst, S. J. van and Dongen, B. F. van and Aalst, W. M. P. van der: Event {Stream}-{Based} {Process} {Discovery} {Using} {Abstract} {Representations}. In: Knowledge and Information Systems, 54, 2018, 407--435 |
| 2018 | Li, G. and Murillas, E. González López de and Carvalho, R. Medeiros de and Aalst, W. M. P. van der: Extracting {Object}-{Centric} {Event} {Logs} to {Support} {Process} {Mining} on {Databases}. In: Mendling, J. and Mouratidis, H., Information {Systems} in the {Big} {Data} {Era}, {CAiSE} {Forum} 2018. Springer-Verlag, Berlin, 2018. 182--199 |
| 2018 | Dixit, P. M. and Verbeek, H. M. W. and Aalst, W. M. P. van der: Fast {Conformance} {Analysis} {Based} on {Activity} {Log} {Abstraction}. {IEEE} {International} {Enterprise} {Distributed} {Object} {Computing} {Conference} ({EDOC} 2018). IEEE Computer Society, 2018. 135--144 |
| 2018 | Dixit, P. M. and J.C.A.M. Buijs, H.M.W. Verbeek and Aalst, W. M. P. van der: Fast {Incremental} {Conformance} {Analysis} for {Interactive} {Process} {Discovery}. In: Abramowicz, W. and Paschke, A., Business {Information} {Systems} ({BIS} 2018). Springer-Verlag, Berlin, 2018. 163--175 |
| 2018 | Mannhardt, F. and Leoni, M. de and Reijers, H. A. and Aalst, W. M. P. van der and Toussaint, P. J.: Guided {Process} {Discovery}: {A} {Pattern}-{Based} {Approach}. In: Information Systems, 76, 2018, 1--18 |
| 2018 | Leemans, M. and Aalst, W. M. P. van der and Brand, M. van den: Hierarchical {Performance} {Analysis} {For} {Process} {Mining}. In: Kuhrmann, M. and O'Connor, R. V. and Houston, D., International {Conference} on {Software} and {System} {Process} ({ICSSP} 2018). ACM Press, 2018. 96--105 |
| 2018 | Lee, W. L. J. and Munoz-Gama, J. and Verbeek, H. M. W. and Aalst, W. M. P. van der and Sepulveda, M.: Improving {Merging} {Conditions} for {Recomposing} {Conformance} {Checking}. In: Daniel, F. and Sheng, Q. Z. and Motahari, H., Business {Process} {Management} {Workshops}, {International} {Workshop} on {Business} {Process} {Intelligence} ({BPI} 2018). Springer-Verlag, Berlin, 2018. 31--43 |
| 2018 | Dixit, P. M. and Verbeek, H. M. W. and Aalst, W. M. P. van der: Incremental {Computation} of {Synthesis} {Rules} for {Free}-{Choice} {Petri} {Nets}. In: Bae, K. and Olveczky, C. B., International {Conference} on {Formal} {Aspects} of {Component} {Software} ({FACS} 2018). Springer-Verlag, Berlin, 2018. 97--117 |
| 2018 | Dixit, P. M. and Verbeek, H. M. W. and Buijs, J. C. A. M. and Aalst, W. M. P. van der: Interactive {Data}-{Driven} {Process} {Model} {Construction}. In: Trujillo, J. and Davis, K. C. and Du, X. and Li, Z. and Ling, T. W. and Li, G. and Lee, M. L., International {Conference} on {Conceptual} {Modeling} ({ER} 2018). Springer-Verlag, Berlin, 2018. 251--265 |
| 2018 | Tax, N. and Dalmas, B. and Sidorova, N. and Aalst, W. M. P. van der and Norre, S.: Interest-{Driven} {Discovery} of {Local} {Process} {Models}. In: Information Systems, 77, 2018, 105--117 |
| 2018 | Hompes, B. and Aalst, W. M. P. van der: Lifecycle-{Based} {Process} {Performance} {Analysis}. In: Panetto, H. and Debruyne, C. and Proper, H. and Ardagna, C. and Roman, D. and Meersman, R., Proceedings of the {OTM} {Conference} on {Cooperative} {Information} {Systems} ({CoopIS} 2018). Springer-Verlag, Berlin, 2018. 336--353 |
| 2018 | Alizadeh, M. and Lu, X. and Fahland, D. and Zannone, N. and Aalst, W. M. P. van der: Linking {Data} and {Process} {Perspectives} for {Conformance} {Analysis}. In: Computers and Security, 73, 2018, 172--193 |
| 2018 | Aalst, W. M. P. van der: Maciej {Koutny} 60: {Congratulations}!. In: Khomenko, V., Harnessed {Causality}: {Essays} dedicated to {Maciej} {Koutny} on the occasion of his 60th birthday. UK: Newcastle University, 2018. 127--128 |
| 2018 | Aalst, W. M. P. van der: Markings in {Perpetual} {Free}-{Choice} {Nets} {Are} {Fully} {Characterized} by {Their} {Enabled} {Transitions}. In: CoRR, abs/1801.04315, 2018, |
| 2018 | Aalst, W. M. P. van der: Markings in {Perpetual} {Free}-{Choice} {Nets} {Are} {Fully} {Characterized} by {Their} {Enabled} {Transitions}. In: Khomenko, V. and Roux, O., Applications and {Theory} of {Petri} {Nets} 2018. Springer-Verlag, Berlin, 2018. 315--336 |
| 2018 | Aalst, W. M. P. van der: Markings in {Perpetual} {Free}-{Choice} {Nets} {Are} {Fully} {Characterized} by {Their} {Enabled} {Transitions}. In: CoRR, abs/1801.04315, 2018, |
| 2018 | Bloemen, V. and Zelst, S. J. van and Aalst, W. M. P. van der and Dongen, B. F. van and Pol, J. van de: Maximizing {Synchronization} for {Aligning} {Observed} and {Modelled} {Behaviour}. In: Weske, M. and Montali, M. and Weber, I. and Brocke, J. vom, International {Conference} on {Business} {Process} {Management} ({BPM} 2018). Springer-Verlag, Berlin, 2018. 233--249 |
| 2018 | Schunselaar, D. and Slaats, T. and Maggi, F. and Reijers, H. A. and Aalst, W. M. P. van der: Mining {Hybrid} {Business} {Process} {Models}: {A} {Quest} for {Better} {Precision}. In: Abramowicz, W. and Paschke, A., Business {Information} {Systems} ({BIS} 2018). Springer-Verlag, Berlin, 2018. 190--205 |
| 2018 | Tax, N. and Sidorova, N. and Haakma, R. and Aalst, W. M. P. van der: Mining {Local} {Process} {Models} with {Constraints} {Efficiently}: {Applications} to the {Analysis} of {Smart} {Home} {Data}. International {Conference} on {Intelligent} {Environments} ({IE} 2018). IEEE Computer Society, 2018. 56--63 |
| 2018 | Aalst, W. M. P. van der: Mining {Spaghetti} and {Lasagna} {Processes}: {Bridging} the {Gap} {Between} {Data} {Science} and {Process} {Science}. In: Thiry, E. and Huffel, X. Van and Diricks, H., Proceedings of the 14th {Symposium} of the {Scientific} {Committee} of the {Belgian} {Food} {Safety} {Agency}. SciCom, 2018. 15--24 |
| 2018 | Eck, M. L. van and Sidorova, N. and Aalst, W. M. P. van der: Multi-instance {Mining}: {Discovering} {Synchronisation} in {Artifact}-{Centric} {Processes}. In: Daniel, F. and Sheng, Q. Z. and Motahari, H., Business {Process} {Management} {Workshops}, {International} {Workshop} on {Business} {Process} {Intelligence} ({BPI} 2018). Springer-Verlag, Berlin, 2018. 18--30 |
| 2018 | Aalst, W. M. P. van der: Orchestration. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Aalst, W. M. P. van der: Petri {Nets}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Aalst, W. M. P. van der and Best, E. and Penczek, W.: Preface. In: Fundamenta Informaticae, 161, 2018, 1--2 |
| 2018 | : Proceedings of the {BPM} {Demo} {Track} and {BPM} {Dissertation} {Award} co-located with 16th {International} {Conference} on {Business} {Process} {Modeling} ({BPM} 2018), {Sydney}, {Australia}, {September} 9-14, 2018. CEUR-WS.org, 2018 |
| 2018 | : Proceedings of the {International} {Workshop} on {Algorithms} and {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2018). CEUR-WS.org, 2018 |
| 2018 | : Proceedings of {Analysis} of {Images}, {Social} {Networks} and {Texts} ({AIST} 2017). Springer-Verlag, Berlin, 2018 |
| 2018 | : Proceedings of {Analysis} of {Images}, {Social} {Networks} and {Texts} ({AIST} 2018). Springer-Verlag, Berlin, 2018 |
| 2018 | Aalst, W. M. P. van der: Process {Discovery} from {Event} {Data}: {Relating} {Models} and {Logs} {Through} {Abstractions}. In: WIREs Data Mining and Knowledge Discovery, 8, 2018, |
| 2018 | Aalst, W. M. P. van der: Process {Mining}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Aalst, W. M. P. van der: Process {Mining} and {Simulation}: {A} {Match} {Made} in {Heaven}!. In: D'Ambrogio, A. and Zacharewicz, G., Computer {Simulation} {Conference} ({SummerSim} 2018). ACM Press, 2018. 1--12 |
| 2018 | Bolt, Alfredo and Leoni, Massimiliano de and Aalst, W. M. P. van der: Process {Variant} {Comparison}: {Using} {Event} {Logs} to {Detect} {Differences} in {Behavior} and {Business} {Rules}. In: Information Systems, 74, 2018, 53--66 |
| 2018 | Lee, W. J. Jonathan and Verbeek, H. M. W. and Munoz-Gama, J. and Aalst, W. M. P. van der and Sepulveda, M.: Recomposing {Conformance}: {Closing} the {Circle} on {Decomposed} {Alignment}-{Based} {Conformance} {Checking} in {Process} {Mining}. In: Information Sciences, 466, 2018, 55--91 |
| 2018 | Leemans, M. and Aalst, W. M. P. van der and Brand, M. van den: Recursion {Aware} {Modeling} and {Discovery} for {Hierarchical} {Software} {Event} {Log} {Analysis}. In: Oliveto, R. and Penta, M. Di and Shepherd, D., International {Conference} on {Software} {Analysis}, {Evolution} and {Reengineering} ({SANER} 2018). IEEE Computer Society, 2018. 185--196 |
| 2018 | Aalst, W. M. P. van der: Relating {Process} {Models} and {Event} {Logs}: 21 {Conformance} {Propositions}. Proceedings of the {International} {Workshop} on {Algorithms} and {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2018). CEUR-WS.org, 2018. 56--74 |
| 2018 | Sani, M. Fani and Zelst, S. J. van and Aalst, W. M. P. van der: Repairing {Outlier} {Behaviour} in {Event} {Logs}. In: Abramowicz, W. and Paschke, A., Business {Information} {Systems} ({BIS} 2018). Springer-Verlag, Berlin, 2018. 115--131 |
| 2018 | Aalst, W. M. P. van der: Responsible {Data} {Science} in a {Dynamic} {World}: {The} {Four} {Essential} {Elements} of {Data} {Science}. In: Strous, L. and Cerf, V. G., Internet of {Things} - {Information} {Processing} in an {Increasingly} {Connected} {World}. Springer-Verlag, Berlin, 2018. 3--10 |
| 2018 | Aalst, W. M. P. van der and Bichler, M. and Heinzl, A.: Robotic {Process} {Automation}. In: Business and Information Systems Engineering, 60, 2018, 269--272 |
| 2018 | Leemans, S. J. J. and Fahland, D. and Aalst, W. M. P. van der: Scalable {Process} {Discovery} and {Conformance} {Checking}. In: Software and Systems Modeling, 17, 2018, 599--631 |
| 2018 | Assy, N. and Dongen, B. F. van and Aalst, W. M. P. van der: Similarity {Resonance} for {Improving} {Process} {Model} {Matching} {Accuracy}. In: Haddad, H. M. and Wainwright, R. L. and Chbeir, R., Annual {ACM} {Symposium} on {Applied} {Computing} ({SAC} 2018). ACM Press, 2018. 86--93 |
| 2018 | Leemans, M. and Aalst, W. M. P. van der and Brand, M. van den and Schiffelers, R. and Lensink, L.: Software {Process} {Analysis} {Methodology}: {A} {Methodology} {Based} on {Lessons} {Learned} in {Embracing} {Legacy} {Software}. International {Conference} on {Software} {Maintenance} and {Evolution} ({ICSME} 2018). IEEE Computer Society, 2018. 665--674 |
| 2018 | Yong, J. and Fortino, G. and Shen, W. and Yang, Y. and Chao, K. M. and Aalst, W. M. P. van der: Special {Issue} on {Service}-{Oriented} {Collaborative} {Computing} and {Applications}. In: IEEE Transactions on Services Computing, 11, 2018, 277--278 |
| 2018 | : Special {Issue} on {Service}-{Oriented} {Collaborative} {Computing} and {Applications}. IEEE Computer Society, 2018 |
| 2018 | : Special {Issue} {Based} on {Selected} and {Extended} {Papers} from {Petri} {Nets} 2017. IOS Press, Amsterdam, 2018 |
| 2018 | Aalst, W. M. P. van der: Spreadsheets for {Business} {Process} {Management}: {Using} {Process} {Mining} {To} {Deal} {With} “{Events}” {Rather} {Than} “{Numbers}”. In: Business Process Management Journal, 24, 2018, 105--127 |
| 2018 | : Supplementary {Proceedings} of the {Seventh} {International} {Conference} on {Analysis} of {Images}, {Social} {Networks} and {Texts} ({AIST} 2018). CEUR-WS.org, 2018 |
| 2018 | Bloemen, V. and Pol, J. van de and Aalst, W. M. P. van der: Symbolically {Aligning} {Observed} and {Modelled} {Behaviour}. In: Chatain, T. and Grosu, R., International {Conference} on {Application} of {Concurrency} to {System} {Design} ({ACSD} 2018). IEEE Computer Society, 2018. 50--59 |
| 2018 | Tax, N. and Lu, X. and Sidorova, N. and Fahland, D. and Aalst, W. M. P. van der: The {Imprecisions} of {Precision} {Measures} in {Process} {Mining}. In: Information Processing Letters, 135, 2018, 1--8 |
| 2018 | Denisov, V. and Belkina, E. and Fahland, D. and Aalst, W. M. P. van der: The {Performance} {Spectrum} {Miner}: {Visual} {Analytics} for {Fine}-{Grained} {Performance} {Analysis} of {Processes}. Proceedings of the {BPM} {Demo} {Track}. CEUR-WS.org, 2018. 96--100 |
| 2018 | Leemans, M. and Aalst, W. M. P. van der and Brand, M. van den: The {Statechart} {Workbench}: {Enabling} {Scalable} {Software} {Event} {Log} {Analysis} {Using} {Process} {Mining}. In: Oliveto, R. and Penta, M. Di and Shepherd, D., International {Conference} on {Software} {Analysis}, {Evolution} and {Reengineering} ({SANER} 2018). IEEE Computer Society, 2018. 502--506 |
| 2018 | Denisov, V. and Fahland, D. and Aalst, W. M. P. van der: Unbiased, {Fine}-{Grained} {Description} of {Processes} {Performance} from {Event} {Data}. In: Weske, M. and Montali, M. and Weber, I. and Brocke, J. vom, International {Conference} on {Business} {Process} {Management} ({BPM} 2018). Springer-Verlag, Berlin, 2018. 139--157 |
| 2018 | Aalst, W. M. P. van der and Becker, J. and Bichler, M. and Buhl, H. U. and Dibbern, J. and Frank, U. and Hasenkamp, U. and Heinzl, A. and Hinz, O. and Hui, K. L. and Jarke, M. and Karagiannis, D. and Kliewer, N. and Koenig, W. and Mendling, J. and Mertens, P. and Rossi, M. and Voss, S. and Weinhardt, C. and Winter, R. and Zdravkovic, J.: Views on the {Past}, {Present}, and {Future} of {Business} and {Information} {Systems} {Engineering}. In: Business and Information Systems Engineering, 60, 2018, 443--477 |
| 2018 | Heinzl, A. and Aalst, W. M. P. van der and Bichler, M.: Why the {Community} {Should} {Care} {About} {Technology}-{Centric} {Journal} {Rankings}. In: Business and Information Systems Engineering, 60, 2018, 91--93 |
| 2018 | Aalst, W. M. P. van der: Workflow {Model} {Analysis}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Aalst, W. M. P. van der: Workflow {Patterns}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018. |
| 2018 | Tax, N. and Sidorova, N. and Aalst, W. M. P. van der and Haakma, R.: {LocalProcessModelDiscovery}: {Bringing} {Petri} {Nets} to the {Pattern} {Mining} {World}. In: Khomenko, V. and Roux, O., Applications and {Theory} of {Petri} {Nets} 2018. Springer-Verlag, Berlin, 2018. 374--384 |
| 2018 | Dixit, P. M. and Buijs, J. C. A. M. and Aalst, W. M. P. van der: {ProDiGy}: {Human}-in-the-loop process discovery. International {Conference} on {Research} {Challenges} in {Information} {Science} ({RCIS2018}). IEEE Computer Society, 2018. 1--12 |
| 2018 | Aalst, W. M. P. van der and Bolt, A. and Zelst, S. J. van: {RapidProM}: {Mine} {Your} {Processes} and {Not} {Just} {Your} {Data}. In: Hofmann, M. and Klinkenberg, R., {RapidMiner}: {Data} {Mining} {Use} {Cases} and {Business} {Analytics} {Applications}. Chapman and Hall / CRC Press, 2018. |
| 2018 | Berti, A. and Aalst, W. M. P. van der: {StarStar} {Models}: {Process} {Analysis} on top of {Databases}. In: CoRR, abs/1811.08143, 2018, |
| 2018 | Berti, A. and Aalst, W. M. P. van der: {StarStar} {Models}: {Using} {Events} at {Database} {Level} for {Process} {Analysis}. In: Ceravolo, P. and Keulen, M. van and Lopez, M. T. Gomez, International {Symposium} on {Data}-driven {Process} {Discovery} and {Analysis} ({SIMPDA} 2018). CEUR-WS.org, 2018. 60--64 |