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All publications sorted by journal and type
Publications of type Inproceedings
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, 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
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 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
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
Christian Döring, Rudolf Kruse, Heiko Timm and Christian Borgelt, Fuzzy Cluster Analysis with Cluster Repulsion, in: Proc. Of the 1st International Workshop on Hybrid Methods for Adaptive Systems (EUNITE  ´01), 2001
Heiko Timm, Christian Borgelt, Christian Döring and Rudolf Kruse, Fuzzy Cluster Analysis with Cluster Repulsion, in: Proc.\ European Symposium on Intelligent Technologies, Hybrid Systems and Their Implementation on Smart Adaptive Systems (eunite'01, Puerto de la Cruz, Tenerife, Spain), Verlag Mainz, 2001
Rudolf Kruse, Information Mining, in: Proc. of the Int. Conf. of the European Society for Fuzzy Logic and Technology (EUSFLAT 2001), pages 6--9, De Montfort University, 2001
Christian Borgelt and Rudolf Kruse, Learning Graphical Models with Hypertree Structure Using a Simulated Annealing Approach, in: Proc.\ 10th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'01, Melbourne, Australia), IEEE Press, 2001
2000
Andreas Nürnberger, Aljoscha Klose and Rudolf Kruse, Analyzing Borders Between Partially Contradicting Fuzzy Classification Rules, in: Proc. 19th International Conference of the North American Fuzzy Information Processing Society (NAFIPS 2000), pages 59--63, 2000
Aljoscha Klose, Rudolf Kruse, H. Gross and U. Thoennessen, Automatische Adaption Struktureller Bildanalysealgorithmen unter Verwendung von Data Mining Techniken, in: Proc. Computational Intelligence im industriellen Einsatz (CI'2000), pages 91--96, VDI-Verlag, 2000
Andreas Nürnberger, Rudolf Kruse and Aljoscha Klose, Effects of Antecedent Pruning in Fuzzy Classification Systems, in: Proc. of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems \{&} Allied Technologies (KES 2000), pages 154--157, 2000
Rudolf Kruse and Aljoscha Klose, Information Mining: Applications in Image Processing, in: SOFSEM2000: Theory and Practice of Informatics, pages 266--285, Springer, 2000
Christian Borgelt and Rudolf Kruse, Learning from Imprecise Data: Possibilistic Graphical Models, in: Proc.\ Int.\ Meeting on Nonlinear Methods and Data Mining (NMDM 2000), pages 190--203, Consiglio Nazionale delle Ricerche, 2000
Christian Borgelt, Jörg Gebhardt and Rudolf Kruse, Possibilistic Graphical Models, in: Computational Intelligence in Data Mining (Proc.\ 3rd Int.\ Workshop, Udine, Italy), pages 51--68, Springer-Verlag, 2000
Christian Borgelt, Heiko Timm and Rudolf Kruse, Using Fuzzy Clustering to Improve Naive Bayes Classifiers and Probabilistic Networks, in: Proc.\ 9th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'00, San Antonio, TX), IEEE Press, 2000
1999
Christian Borgelt and Rudolf Kruse, A Critique of Inductive Causation, in: Proc. 5th European Conf. on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'99, London, United Kingdom), pages 68--79, Springer-Verlag, 1999
Rudolf Kruse, Christian Borgelt and Detlef Nauck, Data Mining mit Neuro-Fuzzy-Systemen, in: Proc.\ Symposium Operations Research (SOR'99, Magdeburg, Germany), 1999
Rudolf Kruse, Christian Borgelt and Detlef Nauck, Data Mining with Fuzzy Methods: Status and Perspectives, in: Proc.\ 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99, Aachen, Germany), Verlag Mainz, 1999 attachment
Andreas Nürnberger, A. Radetzky and Rudolf Kruse, Determination of Elastodynamic Model Parameters using a Recurrent Neuro-Fuzzy System, in: Proc. 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99), Verlag Mainz, 1999 attachment
Andreas Nürnberger, Aljoscha Klose and Rudolf Kruse, Discussing Cluster Shapes of Fuzzy Classifiers, in: Proc. 18th International Conference of the North American Fuzzy Information Processing Society (NAFIPS'99), pages 546--550, New York, 1999
Detlef Nauck and Rudolf Kruse, Fusing Expert Knowledge and Information from Data with NEFCLASS, in: Proc. Second International Conference on Information Fusion (FUSION'99), pages 386--393, Sunnyvale, CA, 1999
Detlef Nauck and Rudolf Kruse, Fuzzy Classification Rules Using Categorical and Metric Variables, in: Fuzzy-Neuro Systems 1999 - Computational Intelligence (FNS'99), pages 133--144, Leipziger Universitätsverlag, 1999 attachment
Rudolf Kruse, Christian Borgelt and Detlef Nauck, Fuzzy Data Analysis: Challenges and Perspectives, in: Proceedings of the 8th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE '99, Seoul, South Korea), pages 1211--1216, IEEE Press, 1999
S. Siekmann, Rudolf Kruse, Jörg Gebhardt, F. van Overbeek and R. Cooke, Information Fusion in the Context of Stock Index Prediction, in: Proc. of European Conference on Symbolic and Quantitative Approaches to Uncertainty (ECSQARU'99), Springer, 1999
Detlef Nauck and Rudolf Kruse, Learning in Neuro-Fuzzy Systems with Symbolic Attributes and Missing Values, in: Proc. Sixth International Conference on Information Processing (ICONIP99), pages 142--147, Perth, 1999
Detlef Nauck, Ulrike Nauck and Rudolf Kruse, NEFCLASS for JAVA -- New Learning Algorithms, in: Proc. 18th International Conference of the North American Fuzzy Information Processing Society (NAFIPS'99), pages 472--476, IEEE, 1999
1998
Detlef Nauck and Rudolf Kruse, A Neuro-Fuzzy Approach to Obtain Interpretable Fuzzy Systems for Function Approximation, in: Proc. 7th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'98), pages 1106--1111, 1998 attachment
Andreas Nürnberger, A. Radetzky and Rudolf Kruse, A Problem Specific Recurrent Neural Network for the Description and Simulation of Dynamic Spring Models, in: Proc. IEEE International Joint Conference on Neural Networks 1998 (IJCNN '98), pages 468--473, 1998
Rudolf Kruse and Christian Borgelt, Data Mining with Graphical Models, in: Proc.\ Computer Science for Environmental Protection (12th Int.\ Symp.\ ``Informatik für den Umweltschutz'', Bremen, Germany), pages 17--30, 1998
Christian Borgelt and Rudolf Kruse, Efficient Maximum Projection of Database-Induced Multivariate Possibility Distributions, in: Proc.\ 7th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'98, Anchorage, AK), pages 663--668, IEEE Press, 1998 attachment
Rudolf Kruse and Heiko Timm, Fuzzy cluster analysis with missing values, in: Proc. 1998 Conference of the North American Fuzzy Information Processing Society (NAFIPS 1998), pages 242--246, 1998
Heiko Timm and Rudolf Kruse, Fuzzy-Clusteranalyse mit DataEngine, in: Proc. 4. DataEngine User Meeting, 1998