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All publications
2004
Christian Borgelt and Rudolf Kruse, Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering, in: Proc.\ 8th European Conf.\ on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004, Pisa, Italy), pages 52--62, Springer-Verlag, 2004 attachment
Rudolf Kruse, Soft Computing for Information Mining, in: Workshop-Proceedings 27th German Conference on Artificial Intelligence, 2004
Xiaomeng Wang, Detlef Nauck, M. Spott and Rudolf Kruse, The Fuzzy Decision Tree Module in the Automatic Data Analysis Platform Spida, in: Information-Mining und Wissensmanagement in Wissenschaft und Wirtschaft - 7. Göttinger Symposium Soft Computing, Uni Göttingen, 2004 attachment
2003
A. Eichhorn, Christian Döring, Aljoscha Klose and Rudolf Kruse, Classification of Surface Form Deviations for Quality Analysis, in: Intelligent technologies, hybrid systems and their implementation on smart adaptive systems, eunite 2003 (European symposium, Oulu, Finland, July 10--11, 2003), pages 121--129, Verlag Mainz, 2003
Christian Borgelt and Rudolf Kruse, Data Mining with Possibilistic Graphical Models, pages 229--248, IOS Press, Nato Science Series III, Systematic Organisation of Information, volume 184, 2003
Rudolf Kruse and Christian Borgelt, Information Mining: Editorial (2003), in: Int.\ Journal of Approximate Reasoning, 32(63--65)
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, Guido Lindner and Rudolf Kruse, Learning Possibilistic Graphical Models from Data (2003), in: IEEE Transaction Fuzzy Systems, 11:2(159--172)
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
Christian Borgelt and Rudolf Kruse, Speeding Up Fuzzy Clustering with Neural Network Techniques, in: Proc.\ 12th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'03, St.~Louis, MO, USA), IEEE Press, 2003
2002
Heiko Timm and Rudolf Kruse, A modification to improve possibilistic fuzzy cluster analysis, in: Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on, pages 1460--1465, 2002 attachment
Heiko Timm, Frank Klawonn and Rudolf Kruse, An Extension of Partially Supervised Fuzzy Cluster, in: Proc. of International Conf. of the North American Fuzzy Information (NAFIPS), 2002
Andreas Nürnberger, Witold Pedrycz and Rudolf Kruse, Classification: Neural Net Approaches, Oxford University Press, Handbook of Data Mining and Knowledge Discovery, 2002
Andreas Nürnberger, Aljoscha Klose, Rudolf Kruse, G. K. Hartmann and M. Richards, Clustering of Document Collections to Support Interactive Text Exploration, pages 257--265, Springer, Exploratory Data Analysis in Empirical Research, 2002
Rudolf Kruse and Christian Borgelt, Data Mining with Graphical Models, in: Proc. DS 2002, pages 2--11, Springer, 2002
Heiko Timm, Christian Döring and Rudolf Kruse, Fuzzy Cluster Analysis of Partially Missing Data Sets (2002), in: Second International Workshop on Hybrid Methods for Adaptive Systems I(426--431) attachment
Heiko Timm, Christian Döring and Rudolf Kruse, Fuzzy Clusteranalyse von Daten mit fehlenden Werten, in: Unschärfe in Wirtschaft und Technik, Tagungsband zum 5. Göttinger Symposium Soft Computing, pages 99--112, 2002
Rudolf Kruse and Aljoscha Klose, Information Mining with Fuzzy Methods: Trends and Current Challenges, in: Proc. Methods and Models in Automation and Robotics Information (MMAR'02), pages 117--120, 2002
Christian Borgelt, A. Eichhorn, Rudolf Kruse and Detlef Nauck, Learning from Imprecise Data: Possibilistic Graphical Models (2002), in: Computational Statistics and Data Analysis, 38(449--463)
A. Eichhorn, Daniela Girimonte, Aljoscha Klose and Rudolf Kruse, Surface Quality Analysis with Soft Computing, in: Proceedings of the East West Fuzzy Colloquium, Hochschule Zittau/Görlitz, pages 292--299, IPM, 2002 attachment
2001
Christian Borgelt and Rudolf Kruse, An Empirical Investigation of the K2 Metric, in: Proc.\ 6th European Conf.\ on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'01, Toulouse, France), pages 240--251, Springer-Verlag, 2001
Data Fusion and Perception, Springer, 2001