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Bibliographia Humboldtiana Index

Bibliographia Humboldtiana

II. Publications by Humboldt Research Fellows from Germany in 2011

Computer science, information science, statistics

Becker-Asano, Dr. Christian Werner

Robert Bosch GmbH, Germany
Field of research: Computer science in natural sciences and technology
Host: Prof. Dr. Hiroshi Ishiguro Advanced Telecommunications Research Institute International (ATR)
  • Christian Werner Becker-Asano: Affective Computing Combined with Android Science. In: KI - Künstliche Intelligenz. 25, 2011, p. 22 - 29 [Android Science, Affective Computing, Artificial Intelligence].

Dörner, Dr. Christian

Capgemini, Germany
Field of research: Applied computer science, applied information science
Host: Prof. Dr. Brad A. Myers Carnegie Mellon University
  • Christian Dörner, Fahri Yetim, Volkmar Pipek, Volker Wulf: Supporting business process experts in tailoring business processes. In: Interacting with Computers. 23, 2011, p. 226 - 238 [End-user design environments; End-User Development; Empirical analysis; Composition tools; Business process modeling; Enterprise Resource Planning].

Plant, Dr. Claudia

Universität Wien, Austria
Field of research: Applied computer science, applied information science
Host: Prof. Dr. Anke Meyer-Baese Florida State University
  • Christian Böhm, Johann Eder, Claudia Plant: Database Systems for Bio-medical Applications. Special Issue of Transactions on Large-Scale Data- and Knowledge Centered Systems. Springer, 2011, [databases, data mining, life sciences].

  • Enrico Schulz, Andrew Zherdin, Laura Tiemann, Claudia Plant, Markus Ploner: Decoding an Individual's Sensitivity to Pain from Multivariate Analysis of EEG Data. In: Cerebral Cortex. 2011, [data mining, EEG].

  • Junming Shao, Claudia Plant, Qinli Yang, Christian Böhm: Detection of Arbitrarily Oriented Synchronized Clusters in High-dimensional Data. In: IEEE Int. Conference on Data Mining (ICDM). 2011, [subspace clustering, synchronization].

  • Xiao He, Jing Feng, Claudia Plant: Automatically Spotting Information-rich Nodes in Graphs. In: IEEE ICDM Int. Workshop on Data Mining in Networks (DAMNet). 2011.

  • Claudia Plant, Christian Böhm: Interpretable Clustering of Numerical and Categorical Objects. In: ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD). 2011, p. 1127 - 1135 [heterogeneous data, minimum description length].

  • Claudia Plant, Christian Sorg, Valentin Riedl, Atae Akhrif, Andrew Zherdin, Afra Wohlschläger: Homogeneity-based Feature Extraction for Classification of Early-stage Alzheimer´s disease from Functional Magnetic Resonance Images. In: ACM SIGKDD Workshop on Data Mining for Medicine and Healthcare (DMMH). 2011, p. 33 - 41 [classification, Alzheimer, structural MRI].

  • Christian Böhm, Jing Feng, Xiao He, Son T. Mai, Claudia Plant, Junming Shao: A Novel Similarity Measure for Fiber Clustering using Longest Common Subsequence. In: In: ACM SIGKDD Workshop on Data Mining for Medicine and Healthcare (DMMH). 2011, p. 1 - 9 [clustering, DTI data].

  • Felix Retter, Claudia Plant, Bernhard Burgeth, Thomas Schlossbauer, Anke Meyer-Baese: Improved Computer-aided Diagnosis for Breast Lesions Detection in DCE-MRI Based on Image Registration and Integration of Morphologic and Dynamic Characteristics. In: SPIE 8059. 2011, [breast perfusion MRI, classification, cancer].

  • Claudia Plant: SONAR: Signal De-mixing for Robust Correlation Clustering. In: SIAM Int. Conf. on Data Mining (SDM). 2011, p. 319 - 330 [correlation clustering, non-redundant clustering, minimum description length].

  • Nikola Müller, Katrin Haegler, Junming Shao, Claudia Plant, Christian Böhm: Weighted Graph Compression for Parameter-free Clustering with PaCCo. In: SIAM Int. Conf. on Data Mining (SDM). 2011, p. 932 - 943 [clustering weighted graphs, minimum description length].