All publications
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
Georg Ruß, Data Mining of Agricultural Yield Data: A Comparison of Regression Models, in: Advances in Data Mining -- Applications and Theoretical Aspects, Berlin, Heidelberg, pages 24--37, 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
Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte and Rudolf Kruse, Ensemble Learning for Multi-source Information Fusion, in: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Heidelberg, pages 748--756, 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
Mirko Böttcher, Martin Spott, Detlef Nauck and Rudolf Kruse, Mining changing customer segments in dynamic markets (2009), in: Expert Systems with Applications, 36:1(155--164) attachment
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Visual Data Mining of Agriculture Data, in: Machine Learning and Data Mining in Pattern Recognition, 6th International Conference (MLDM 2009), Leipzig, Germany, pages 30--44, IBaI publishing, 2009 attachment
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Visualization of Agriculture Data Using Self-Organizing Maps, in: Applications and Innovations in Intelligent Systems, BCS SGAI, London, pages 47--60, Springer, 2009 attachment
Christian Moewes and Rudolf Kruse, Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (2009), in: at-Automatisierungstechnik, 57:3(146--154) attachment
2008
Mirko Böttcher, Martin Spott and Rudolf Kruse, A temporal extension of closed item sets for change mining, School of Computer Science, University of Magdeburg, number 07-08, 2008 attachment
Christian Moewes and Rudolf Kruse, Adjusting Monitored Experiments to Real-World Cases by Matching Labeled Time Series Motifs, in: Proceedings 18. Workshop Computational Intelligence, Dortmund, 3. - 5. Dezember 2008, pages 214--223, Universitätsverlag Karlsruhe, 2008 attachment
Frank Rügheimer and Rudolf Kruse, An Uncertainty Representation for Set-Valued Attributes with Hierarchical Domains, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Málaga, pages 197--203, 2008 attachment
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
Valentin Laube, Christian Moewes and Sebastian Stober, Browsing Music by Usage Context, in: Proceedings of 2nd International Workshop on Learning the Semantics of Audio Signals (LSAS 2008), pages 19--29, 2008 attachment
Marcus Leich, Comparison of Word Sense Disambiguation Methods, Otto-von-Guericke-Universität Magdeburg, 2008
Georg Ruß, Rudolf Kruse, Peter Wagner and Martin Schneider, Data Mining with Neural Networks for Wheat Yield Prediction, in: Advances in Data Mining -- Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, Leipzig, pages 47--56, Springer Verlag, 2008 attachment
Md A. Karim, Georg Ruß and Aminul Islam, Detection of Faulty Products using Data Mining, in: Computer and Information Technology, 2008. ICCIT 2008. 11th International Conference on, pages 101 -107, 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
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Estimation of Neural Network Parameters for Wheat Yield Prediction, in: Artificial Intelligence in Theory and Practice II, pages 109--118, Springer Boston, 2008 attachment
Rudolf Kruse and Christian Moewes, Fuzzy neural network (2008), in: Scholarpedia, 3:11(6043)
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
Steffen Kempe, Häufige Muster in zeitbezogenen Daten, Otto-von-Guericke-Universität Magdeburg, 2008 attachment
Matthias Steinbrecher and Rudolf Kruse, Identifying Temporal Trajectories of Association Rules with Fuzzy Descriptions, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2008), New York City, NY, pages 1--6, 2008
Steffen Kempe, Jochen Hipp, Carsten Lanquillon and Rudolf Kruse, Mining frequent temporal patterns in interval sequences (2008), in: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), 16:5(645--661) attachment
Steffen Kempe and Rudolf Kruse, Mining Temporal Patterns in an Automotive Environment, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Málaga, pages 521--528, 2008 attachment
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Optimizing Wheat Yield Prediction Using Different Topologies of Neural Networks, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Málaga, pages 576--582, 2008 attachment
Mirko Böttcher, Martin Spott and Rudolf Kruse, Predicting Future Decision Trees from Evolving Data, in: Proceedings of ICDM '08, Pisa, Italy, pages 33--42, IEEE Computer Society, 2008 attachment
Preferences and Similarities, Springer, CISM International Centre for Mechanical Sciences, 2008
Georg Ruß, Rudolf Kruse, Detlef Nauck and Mirko Böttcher, Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval, in: Research and Development in Intelligent Systems, BCS SGAI, Cambridge, pages 253--266, Springer, 2008 attachment
Frank Klawonn and Rudolf Kruse, Similarity Relations and Independence Concepts, in: Preferences and Similarities, pages 179-196, Springer, 2008
Christian Moewes, Clemens Otte and Rudolf Kruse, Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM, in: Soft Methods for Handling Variability and Imprecision, pages 409--416, Springer Berlin/Heidelberg, 2008 attachment
Christian Moewes and Rudolf Kruse, Unification of Fuzzy SVMs and Rule Extraction Methods through imprecise Domain Knowledge, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-08), University of Málaga, Torremolinos (Málaga), pages 1527--1534, 2008 attachment
Anne Dobritz, Georg Ruß, Nico Ganter and Jürgen Edelmann-Nusser, Vergleich von MATLAB® und DataEngine® bei der Modellierung von Wettkampfleistungen im Schwimmen, in: Workshop Sporttechnologie zwischen Theorie und Praxis 6 (Hirschegg), Aachen, pages 217-226, Shaker, 2008 attachment
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
Matthias Steinbrecher and Rudolf Kruse, Visualization of Local Dependencies of Possibilistic Network Structures, in: Granular Computing: At the Junction of Rough Sets and Fuzzy Sets, pages 93--104, Springer Berlin / Heidelberg, 2008 attachment
2007
Frank Rehm, Frank Klawonn and Rudolf Kruse, A novel approach to noise clustering for outlier detection (2007), in: Soft Computing - A Fusion of Foundations, Methodologies and Applications, 11:5(489--494) attachment