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Prof. Dr. Wil van der Aalst

Profil

Derzeitige StellungProfessor W-3 und Äquivalente
FachgebietRechnerarchitektur, eingebettete und massiv parallele Systeme,Theoretische Informatik
KeywordsWorkflow Management Systems, Data Science, Concurrency Theory, Business Process Management, Process Mining
Auszeichnungen

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

Aktuelle Kontaktadresse

LandDeutschland
OrtAachen
Universität/InstitutionRheinisch-Westfälische Technische Hochschule Aachen (RWTH)
Institut/AbteilungAachen Institute for Advanced Study in Computational Engineering Science (AICES)

Gastgeber*innen während der Förderung

Prof. Dr.-Ing. Ernst SchmachtenbergFachgruppe Informatik, Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Aachen
Dr. Elke MüllerFachgruppe Informatik, Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Aachen
Prof. Dr. Dr. h.c. mult. Ulrich RüdigerRheinisch-Westfälische Technische Hochschule Aachen (RWTH), Aachen
Beginn der ersten Förderung01.01.2018

Programm(e)

2017Alexander von Humboldt-Professur

Projektbeschreibung der*des Nominierenden

Wil van der Aalst zählt zu den führenden Köpfe der Computer Sciences. Seine Forschungen zeichnet aus, dass er konkrete Geschäftsprozesse, Arbeitsabläufe oder Organisationsstrukturen untersucht und sich nicht auf Fragen rund um die reine Datenverarbeitung mittels Software oder Algorithmen beschränkt. Einen internationalen Ruf hat sich van der Aalst insbesondere als Begründer des noch recht jungen Gebiets Process Mining erarbeitet: Dabei wird der Ablauf von Aktivitäten und die Abfolge von Ereignissen, die einen Arbeitsprozess ausmachen, chronologisch anhand von Logdaten rekonstruiert und analysiert. Zugleich wird die Ebene der menschlichen Akteure mitberücksichtigt, die die einzelnen Schritte der Prozesse ausführen. So können auch komplexere Vorgänge, an denen mehrere menschliche Akteure beteiligt sind, untersucht werden: die Gepäckabfertigung an Flughäfen etwa, die Kreditvergabe bei Banken oder die Schadensbearbeitung von Versicherungen. Hier kann mithilfe von Process Mining beispielsweise analysiert werden, ob die tatsächlichen Abläufe mit den vorgesehenen Prozessabläufen übereinstimmen oder welche Schritte eines Prozesses besonders zeit- oder kostenintensiv sind. Das von van der Aalst mitentwickelte Open Source-Tool ProM gilt dabei weltweit als Standardwerkzeug. An der RWTH Aachen soll Wil van der Aalst als Alexander von Humboldt-Professor das Querschnittsgebiet der Prozess- und Arbeitsablaufanalysen verstärken und die Kooperation mit den Bereichen Ingenieurwissenschaft, Wirtschaft, Ökonomie und Medizin sowie mit der Industrie intensivieren.

Publikationen (Auswahl)

2025F. 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
2025H. 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
2025M. Rafiei and M. Pourbafrani and {W.M.P. van der} Aalst: {Federated Conformance Checking}. In: Information Systems, 131, 2025, 102525
2025S.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
2024A.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
2024H. 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
2024H.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
2024M. 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
2024H.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
2024D. 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
2024G. 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
2024Z. 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
2024A. 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
2024A. 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,
2024A. 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
2024A. 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,
2024T. 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
2024G. 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
2024D. 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
2024A. 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,
2024C. 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
2024L.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
2024H. 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,
2024C. 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,
2024A. 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
2024M. 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
2024T.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
2024N. 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
2024A. 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
2024V. 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
2024B. 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
2024A. 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
2024A. 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,
2024C. 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
2024J.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.
2024H.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
2024G. 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
2024H. 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
2024L. {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
2024E.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
2024I. 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
2024J. 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
2024A. 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,
2024V. 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,
2024D. 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
2024A. 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,
2024E.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
2024H. 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.
2024H. 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
2024H. 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,
2024T.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
2024T. 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
2024T. 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
2024L. 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
2024E. 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
2024H. 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,
2024H. 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
2024C.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
2024A. 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
2024A. 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,
2024H.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
2024H.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,
2024A. 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
2024J. 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
2024E.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
2024J.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
2024L. 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
2024B. 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
2024M.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
2024D. 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,
2024H.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
2024P. 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
2024T. 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,
2023Pohl, 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
2023Pohl, 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,
2023Berti, 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
2023Barbieri, 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
2023Berti, 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
2023Berti, 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,
2023Behery, 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
2023Adams, 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
2023Berti, 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,
2023Sani, 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
2023Rafiei, 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
2023Adams, 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
2023Engelberg, 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
2023Park, 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,
2023Beyel, 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
2023Beyel, 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
2023Berti, 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
2023Sadeghibogar, 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,
2023Ghahfarokhi, 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
2023Huang, 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,
2023Schuster, 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
2023Pourbafrani, 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
2023Aalst, 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
2023Adams, 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.
2023Adams, 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,
2023Aalst, 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
2023Knopp, 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
2023Norouzifar, 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,
2023Norouzifar, 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
2023Huang, 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,
2023Groß, 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
2023Li, 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
2023Aalst, 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
2023Adams, 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
2023Zhang, 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
2023Rafiei, 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,
2023Peeva, V. and Aalst, W. M. P. van der: Grouping {Local} {Process} {Models}. In: Computing Research Repository (CoRR) in arXiv, abs/2311.03040, 2023,
2023Rennert, 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
2023Schmitt, 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
2023Schuster, 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
2023Aalst, 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
2023Martini, 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
2023Sani, 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
2023Liß, 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
2023Liß, 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,
2023Aalst, 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
2023Aalst, W. M. P. van der: Object-{Centric} {Process} {Mining}: {Unraveling} the {Fabric} of {Real} {Processes}. In: Mathematics, 11, 2023, 2691
2023Dwivedi, 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
2023Dwivedi, 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
2023Park, 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
2023Sen, 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
2023Sen, 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,
2023Sani, 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
2023Sani, 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,
2023Rocha, 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
2023Adams, 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
2023Nofer, 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
2023Aalst, 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
2023Li, 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
2023Küsters, 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
2023Küsters, 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,
2023Kourani, 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
2023Pourbafrani, 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
2023Aalst, W. M. P. van der and Hinz, O. and Weinhardt, C.: Sustainable {Systems} {Engineering}. In: Business and Information Systems Engineering, 65, 2023, 1--6
2023Ceravolo, 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,
2023Brecher, 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
2023Bakullari, 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
2023Bakullari, 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,
2023Aalst, 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
2023Aalst, 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
2023Huang, 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
2023Li, 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
2023Teubner, 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
2023Berti, 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
2023Graves, 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
2023Sadeghibogar, 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
2023Rafiei, 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,
2023Rafiei, 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
2022Wagner, 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,
2022Wagner, 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
2022Brauner, 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
2022Li, 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
2022Adams, 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,
2022Adams, 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
2022Schuster, 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
2022Ghahfarokhi, 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,
2022Berti, 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,
2022Pourbafrani, 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
2022Narayana, 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,
2022Park, 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
2022Augusto, 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
2022Bloemen, 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
2022Pegoraro, 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,
2022Pegoraro, 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,
2022Park, 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,
2022Park, 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
2022Ghahfarokhi, 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,
2022Huang, 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
2022Schuster, 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,
2022Schuster, 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
2022Carmona, 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
2022Schuster, 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,
2022Schuster, 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
2022Mihale-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
2022Beyel, 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
2022Murillas, 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
2022Adams, 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
2022Adams, 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,
2022Park, 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,
2022Park, 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
2022Kohlschmidt, 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
2022Kohlschmidt, 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,
2022Aalst, 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
2022Mannel, 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
2022Huang, 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
2022Pourbafrani, M. and Aalst, W. M. P. van der: Discovering {System} {Dynamics} {Simulation} {Models} {Using} {Process} {Mining}. In: IEEE Access, 10, 2022, 78527--78547
2022Pohl, 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
2022Goossens, 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
2022Goossens, 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,
2022Aalst, W. M. P. van der: European {Leadership} in {Process} {Management}. In: Communications of the ACM, 65, 2022, 80--83
2022Sani, 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,
2022Park, 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
2022Park, 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,
2022Qafari, 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
2022Aalst, 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
2022Peeva, 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
2022Bakullari, 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,
2022Bakullari, B. and Aalst, W. M. P. van der: High-{Level} {Event} {Mining}: {A} {Framework}. In: Burattin, A. and Polyvyanyy, A. and Weber, B., International {Conference} on {Process} {Mining} ({ICPM} 2022). IEEE, 2022. 136--143
2022Aalst, 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,
2022Benevento, 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
2022Pourbafrani, 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
2022Piller, 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
2022Pourbafrani, 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
2022Weber, 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
2022Pourbafrani, 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,
2022Peukert, 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
2022Kourani, 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
2022Brockhoff, 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
2022Park, 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
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2022Aalst, W. M. P. van der: Na zelfrijdende auto's ook zelfsturende organisaties?. In: Stichting Beste-ID, Uitgave 2022, www.beste-id.nl, 2022,
2022Yang, 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
2022Rohrer, 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,
2022Francescomarino, 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
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2022Munoz-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
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2022Benevento, 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,
2022Benevento, 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
2022Rafiei, 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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2022Pegoraro, 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,
2022Aalst, 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
2022Aalst, W. M. P. van der: Six {Levels} of {Autonomous} {Process} {Execution} {Management} ({APEM}). In: Computing Research Repository (CoRR) in arXiv, abs/2204.11328, 2022,
2022Burke, 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
2022Schuster, 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
2022Pegoraro, 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,
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2022Schuster, 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
2022Adams, 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
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2022Yang, 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
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2022Pasquadibisceglie, 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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2021Adams, 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,
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2021Berti, 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
2021Pourbafrani, 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,
2021Dees, 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
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2021Pegoraro, 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
2021Brockhoff, 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
2021Hähnle, 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
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2021Aalst, 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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2021Zelst, 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
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2021Bandara, 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
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2021Hobeck, 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
2021Brockhoff, 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
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2020Mannel, 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
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2020: Proceedings of the {International} {Workshop} on {Algorithms} and {Theories} for the {Analysis} of {Event} {Data} ({ATAED} 2020). CEUR-WS.org, 2020
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2020Cheng, 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
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2020Pourbafrani, 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
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2020Yang, 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,
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2019Liu, 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
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2019Gao, 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
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2019Leemans, 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
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2019Tax, 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
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2019: International {Conference} on {Fundamental} {Approaches} to {Software} {Engineering} ({FASE} 2019). Springer-Verlag, Berlin, 2019
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2019Artale, 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
2019Li, 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
2019Aalst, 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
2019Hassani, 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
2019Zelst, 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
2019Denisov, 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
2019Berti, 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,
2019Berti, 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
2019Pourbafrani, 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
2019Aalst, 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
2019Sani, 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
2019Pika, 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
2019Dees, 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,
2019Dees, 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
2019Nik, 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
2019Berti, 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
2018Liu, 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
2018Liu, 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
2018Jouck, 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,
2018Sani, 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
2018Mendling, 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
2018Sakr, 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
2018Aalst, W. M. P. van der: Business {Process} {Execution} {Language}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
2018Aalst, W. M. P. van der: Business {Process} {Management}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
2018Aalst, W. M. P. van der: Business {Process} {Modeling} {Notation}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
2018Aalst, W. M. P. van der: Choreography. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
2018Liu, 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
2018Aalst, W. M. P. van der: Composition. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
2018Calvanese, 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.
2018Calvanese, 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
2018Li, 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
2018Aalst, W. M. P. van der: Coordination. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
2018Eck, 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
2018Aalst, 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.
2018Dixit, 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
2018Aalst, 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
2018Zelst, 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
2018Rafiei, 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
2018Zelst, 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
2018Li, 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
2018Dixit, 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
2018Dixit, 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
2018Mannhardt, 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
2018Leemans, 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
2018Lee, 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
2018Dixit, 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
2018Dixit, 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
2018Tax, 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
2018Hompes, 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
2018Alizadeh, 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
2018Aalst, 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
2018Aalst, W. M. P. van der: Markings in {Perpetual} {Free}-{Choice} {Nets} {Are} {Fully} {Characterized} by {Their} {Enabled} {Transitions}. In: CoRR, abs/1801.04315, 2018,
2018Aalst, 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
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2018Bloemen, 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
2018Schunselaar, 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
2018Tax, 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
2018Aalst, 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
2018Eck, 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
2018Aalst, W. M. P. van der: Orchestration. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
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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
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2018Aalst, 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
2018Bolt, 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
2018Lee, 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
2018Leemans, 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
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2018Sani, 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
2018Aalst, 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
2018Aalst, W. M. P. van der and Bichler, M. and Heinzl, A.: Robotic {Process} {Automation}. In: Business and Information Systems Engineering, 60, 2018, 269--272
2018Leemans, 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
2018Assy, 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
2018Leemans, 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
2018Yong, 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
2018Aalst, 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
2018Bloemen, 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
2018Tax, 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
2018Denisov, 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
2018Leemans, 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
2018Denisov, 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
2018Aalst, 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
2018Heinzl, 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
2018Aalst, W. M. P. van der: Workflow {Model} {Analysis}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
2018Aalst, W. M. P. van der: Workflow {Patterns}. In: Liu, L. and Özsu, M. Tamer, Encyclopedia of {Database} {Systems}. Springer-Verlag, Berlin, 2018.
2018Tax, 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
2018Dixit, 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
2018Aalst, 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.
2018Berti, A. and Aalst, W. M. P. van der: {StarStar} {Models}: {Process} {Analysis} on top of {Databases}. In: CoRR, abs/1811.08143, 2018,
2018Berti, 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