All publications sorted by journal and type
Publications of type Incollection
2013
Christian Braune, Christian Borgelt and Rudolf Kruse, Behavioral Clustering for Point Processes, in: Advances in Intelligent Data Analysis XII, pages 127-137, Springer Berlin Heidelberg, 2013
Kristian Löwe, M. Grueschow and Christian Borgelt, Mining Local Connectivity Patterns in fMRI Data., in: Towards Advanced Data Analysis by Combining Soft Computing and Statistics, pages 305--317, Springer Berlin Heidelberg, 2013
Christian Borgelt, Christian Braune, Heiko Timm and Rudolf Kruse, Unsicheres und vages Wissen, in: Handbuch der Künstlichen Intelligenz, pages 235-296, De Gruyter, 2013
2012
Christian Braune, Christian Borgelt and Sonja Grün, Assembly Detection in Continuous Neural Spike Train Data, in: Advances in Intelligent Data Analysis XI, pages 78-89, Springer Berlin / Heidelberg, 2012
2011
Christian Braune, Christian Borgelt and Sonja Grün, Finding Ensembles of Neurons in Spike Trains by Non-linear Mapping and Statistical Testing, in: Advances in Intelligent Data Analysis X, pages 55-66, Springer Berlin / Heidelberg, 2011
2010
Frank Rehm, Roland Winkler and Rudolf Kruse, Fuzzy Clustering with Repulsive Prototypes, in: Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design, pages 332-345, Information Science Reference, 2010
Christian Moewes, Clemens Otte and Rudolf Kruse, Simple Machine Learning Approaches to Safety-Related Systems, in: Machine Interpretation of Patterns: Image Analysis and Data Mining, pages 231--249, World Scientific Publishing Co. Inc., 2010
2009
Christian Borgelt and Rudolf Kruse, Constraining Shape and Size in Clustering, in: Cooperation in Classification and Data Analysis, pages 13--25, Springer, 2009 attachment
Frank Rehm, Frank Klawonn and Rudolf Kruse, Density-Based Multidimensional Scaling, in: Cooperation in Classification and Data Analsis, pages 53--60, Springer, 2009 attachment
Mirko Böttcher, Georg Ruß, Detlef Nauck and Rudolf Kruse, From Change Mining to Relevance Feedback: A Unified View on Assessing Rule Interestingness, in: Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction, pages 12-37, IGI Global, 2009 attachment
Roland Winkler, Frank Klawonn, Frank Höppner and Rudolf Kruse, Fuzzy Cluster Analysis of Larger Data Sets, in: Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design, pages 302--331, IGI Global, 2009
Sebastian Nusser, Clemens Otte, Werner Hauptmann and Rudolf Kruse, Learning Verifiable Ensembles for Classification Problems with High Safety Requirements, in: Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technology, IGI Global, 2009
2008
Matthias Steinbrecher, Frank Rügheimer and Rudolf Kruse, Application of Graphical Models in the Automotive Industry, in: Computational Intelligence in Automotive Applications, pages 79--88, Springer Berlin / Heidelberg, 2008 attachment
Frank Rehm, Frank Klawonn and Rudolf Kruse, Efficient Visualization of High-Dimensional Data with Polar Coordinates, in: Encyclopedia of Data Warehousing and Mining, Idea Group Publishing, 2008 attachment
Marie-Jeanne Lesot and Rudolf Kruse, Gustafson-Kessel-Like Clustering Algorithm Based on Typicality Degrees, in: Uncertainty and Intelligent Information Systems, pages 117--130, World Scientific Publishing Company, 2008
Frank Klawonn and Rudolf Kruse, Similarity Relations and Independence Concepts, in: Preferences and Similarities, pages 179-196, Springer, 2008
Frank Rehm, Frank Klawonn and Rudolf Kruse, Visualization of High-Dimensional Data with Polar Coordinates, in: Encyclopedia of Data Warehousing and Mining, pages 2062--2067, Information Science Reference, 2008
2007
Rudolf Kruse, Christian Döring and Marie-Jeanne Lesot, Fundamentals of Fuzzy Clustering, in: Advances in Fuzzy Clustering and its Applications, pages 3--30, John Wiley {\&} Sons, 2007 attachment
Frank Rehm, Frank Klawonn and Rudolf Kruse, Single Cluster Visualization to Optimize Air Traffic Management, in: Advances in Data Analysis, pages 319--325, Springer, 2007
Matthias Steinbrecher and Rudolf Kruse, Visualizing Interesting Rules through Belief Network Inspection, in: Business Intelligence: Methods and Applications, pages 95--101, Verlag Dr. Kova{\v{c}}, Hamburg, 2007
2006
Jörg Gebhardt, Aljoscha Klose, Heinz Detmer, Frank Rügheimer and Rudolf Kruse, Graphical Models for Industrial Planning on Complex Domains, in: Decision Theory and Multi-Agent Planning, pages 131--143, Springer, 2006
Jörg Gebhardt, Aljoscha Klose, Heinz Detmer, Frank Rügheimer and Rudolf Kruse, Graphical Models for Industrial Planning on Complex Domains, in: Decision Theory and Multi-Agent Planning, pages 131--143, Springer, 2006
Marie-Jeanne Lesot and Rudolf Kruse, Gustafson-Kessel-like clustering algorithm based on typicality degrees, in: Information Processing and Management of Uncertainty in Knowledge-based Systems, pages 1300--1307, EDK, Paris, 2006 attachment
Steffen Kempe and Jochen Hipp, Mining Sequences of Temporal Intervals, in: Knowledge Discovery in Databases: PKDD 2006, pages 569-576, Springer, 2006 attachment
Christian Borgelt and Rudolf Kruse, Section 3.4: Artificial Intelligence Methods, in: CIGR Handbook of Agricultural Engineering Volume VI: Information Technology, pages 153--168, American Society of Agricultural and Biological Engineers (ASABE), 2006
2003
Christian Borgelt and Rudolf Kruse, Learning Graphical Models by Extending Optimal Spanning Trees, in: Intelligent Systems for Information Processing --- From Representation to Applications, pages 339--348, Elsevier, 2003
Christian Borgelt and Rudolf Kruse, Local Structure Learning in Graphical Models, in: Planning based on Decision Theory (Proc.\ 6th Int.\ Workshop, Udine, Italy 2002), pages 99--118, Springer-Verlag, 2003
2001
Christian Borgelt, Heiko Timm and Rudolf Kruse, Probabilistic Networks and Fuzzy Clustering as Generalizations of Naive Bayes Classifiers, in: Computational Intelligence in Theory and Practice, pages 121--138, Physica-Verlag, 2001
2000
Christian Borgelt and Rudolf Kruse, Abductive Inference with Probabilistic Networks, in: Abductive Reasoning and Learning, Kluwer, 2000
Rudolf Kruse, Christian Borgelt and Detlef Nauck, Problems and Prospects in Fuzzy Data Analysis, in: Soft Computing and Intelligent Systems: Prospects, Tools and Applications, pages 95--109, Springer-Verlag, 2000
Christian Borgelt, Heiko Timm and Rudolf Kruse, Unsicheres und vages Wissen, in: Einführung in die Künstliche Intelligenz (3.~Auflage), pages 291--347, Addison-Wesley, 2000
1999
Christian Borgelt, Jörg Gebhardt and Rudolf Kruse, Fuzzy-Methoden in der Datenanalyse, in: {F}uzzy-{T}heorie und {S}tochastik, pages 370--386, Vieweg, 1999
1998
Christian Borgelt, Jörg Gebhardt and Rudolf Kruse, Inference Methods, in: Handbook of Fuzzy Computation, Institute of Physics Publishing, 1998
Detlef Nauck, G. Krell, Rudolf Kruse and B. Michaelis, Neural Networks in Applications NN'98, in: Proceedings of the Third International Conference, pages 278, Otto-von-Guericke-Universität Magdeburg, Magdeburg, 1998
Christian Borgelt and Rudolf Kruse, Probabilistic and Possibilistic Networks and How to Learn Them from Data, in: Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications, pages 403--426, Springer-Verlag, 1998
1996
Detlef Nauck and Rudolf Kruse, Designing Neuro--Fuzzy Systems Through Backpropagation, in: Fuzzy Modelling: Paradigms and Practice, Kluwer, 1996
Philippe Smets and Rudolf Kruse, The Transferable Belief Model for Belief Representation, in: Uncertainty Management in Information Systems: From Needs to Solutions, pages 343-368, Kluwer Academic Publishers, 1996
1994
Detlef Nauck, Building Neural Fuzzy Controllers with NEFCON--I, in: Fuzzy Systems in Computer Science, pages 141--151, Vieweg, 1994
Detlef Nauck, Fuzzy Neuro Systems: An Overview, in: Fuzzy Systems in Computer Science, pages 91--107, Vieweg, 1994