Dear guest, welcome to this publication database. As an anonymous user, you will probably not have edit rights. Also, the collapse status of the topic tree will not be persistent. If you like to have these and other options enabled, you might ask Pascal Held for a login account.
This site is powered by Aigaion - A PHP/Web based management system for shared and annotated bibliographies. For more information visit www.aigaion.nl. SourceForge.hetLogo
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