All publications
2011
Roland Winkler, Frank Klawonn and Rudolf Kruse, M-Estimator induced Fuzzy Clustering Algorithms, in: Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, European Society for Fuzzy Logic and Technology (EUSFLAT), Aix-Le-Bains, France, pages 298--304, Atlantis Press, 2011 attachment
Georg Ruß and Rudolf Kruse, Machine Learning Methods for Spatial Clustering on Precision Agriculture Data, in: Eleventh Scandinavian Conference on Artificial Intelligence, pages 40--49, IOS Press, 2011 attachment
Dominic Stange, Mining Associations Between Subsequences in Time-Series, Otto-von-Guericke-Universit{\"a}t Magdeburg, 2011 attachment
Christian Moewes and Rudolf Kruse, On the usefulness of fuzzy SVMs and the extraction of fuzzy rules from SVMs, in: Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, European Society for Fuzzy Logic and Technology (EUSFLAT), Aix-les-Bains, France, pages 943--948, Atlantis Press, 2011 attachment
2010
Georg Ruß, Rudolf Kruse and Martin Schneider, A Clustering Approach for Management Zone Delineation in Precision Agriculture, in: Proceedings of ICPA 2010, International Society of Precision Agriculture, 2010 attachment
Advances in Data Mining, IBaI Publishing, 2010
Julia Preusse, Analysis of the WebUni Online Student Community, Otto-von-Guericke-Universität Magdeburg, 2010
Roland Winkler, Annette Temme, Christoph Bösel and Rudolf Kruse, Clustering radar tracks to evaluate efficiency indicators, in: Proceedings of the second ENRI Workshop on ATM and CNS 2010, pages 71--94, The Second ENRI International Workshop on ATM/CNS (EIWAC2010), 2010 attachment
Roland Winkler, Frank Rehm and Rudolf Kruse, Clustering with Repulsive Prototypes, in: Advances in Data Analysis, Data Handling and Business Intelligence, Proc. 32nd Annual Conf. of the GfKl e.V., Joint Conference with the British Classif. Soc. and the Dutch/Flemish Classif. Soc., pages 207--215, Springer Verlag, 2010 attachment
Computational Intelligence for Knowledge-Based System Design, Springer, Lecture Notes in Artificial Intelligence, volume 6178, 2010
Rudolf Kruse, Matthias Steinbrecher and Christian Moewes, Data Mining Applications in the Automotive Industry, in: Proceedings of the 4th International Workshop on Reliable Engineering Computing (REC 2010), Professional Activities Centre, National University of Singapore, Singapore, pages 23--40, Research Publishing Services, 2010
Georg Ruß and Alexander Brenning, Data Mining in Precision Agriculture: Management of Spatial Information, in: Computational Intelligence for Knowledge-Based Systems Design, pages 350--359, Springer, 2010 attachment
Radim Belohlavek and Rudolf Kruse, Editor's foreword (2010), in: Computer and System Sciences, 76:1(1-2)
Georg Ruß and Rudolf Kruse, Feature Selection for Wheat Yield Prediction, in: Research and Development in Intelligent Systems XXVI, Incorporating Applications and Innovations in Intelligent Systems XVII, BCS SGAI, pages 465--478, Springer, 2010 attachment
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
Georg Ruß and Martin Schneider, Hierarchical Spatial Clustering for Management Zone Delineation in Precision Agriculture, in: Advances in Data Mining, pages 95--104, IBaI Publishing, 2010 attachment
Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications., Springer, Communications in Computer and Information Science, volume 81, 2010
Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods., Springer, Communications in Computer and Information Science, volume 80, 2010
Intelligent Autonomous Systems: Foundations and Applications, Springer, Studies in Computational Intelligence, volume 275, 2010
Kristian Löwe, Mapping of WDLPS neochromosomes, Otto-von-Guericke-Universität Magdeburg, 2010 attachment
Georg Ruß and Rudolf Kruse, Regression Models for Spatial Data: An Example from Precision Agriculture, in: Advances in Data Mining. Applications and Theoretical Aspects, pages 450--463, Springer, 2010 attachment
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
Rudolf Kruse, Matthias Steinbrecher and Christian Moewes, Temporal Pattern Mining, in: Proceedings of the International Conference on Signals and Electronic Systems (ICSES 2010), Institute of Electronics, Silesian University of Technology, Gliwice, Poland, pages 3--8, IEEE Press, 2010
Georg Ruß, Rudolf Kruse, Martin Schneider and Peter Wagner, Using Advanced Regression Models for Determining Optimal Soil Heterogeneity Indicators, in: Classification as a Tool for Research, Proceedings of the 11th IFCS Biennial Conference and 33rd Annual Conference of the Gesellschaft für Klassifikation e.V., Dresden, pages 463--471, Springer, 2010 attachment
Rudolf Kruse and Matthias Steinbrecher, Visual data analysis with computational intelligence methods (2010), in: Bulletin of the Polish Academy of Sciences, 58:3
Rudolf Kruse, Matthias Steinbrecher and Mirko Böttcher, WCCI 2010 Plenary and Invited Lectures, chapter Temporal Aspects in Data Mining, pages 1--22, Institute of Electrical and Electronics Engineering, Inc., 2010
2009
Mirko Böttcher, Martin Spott and Rudolf Kruse, A Condensed Representation of Itemsets for Analyzing their Evolution over Time, in: 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD2009), Springer, 2009
Sebastian Stober, Matthias Steinbrecher and Andreas Nürnberger, A Survey on the Acceptance of Listening Context Logging for MIR Applications, in: Proceedings of the 3rd Workshop on Learning the Semantics of Audio Signals (LSAS), pages 45--57, 2009
Mirko Böttcher, Martin Spott and Rudolf Kruse, An Algorithm for Anticipating Future Decision Trees from Concept-Drifting Data, in: Research and Development in Intelligent Systems, BCS SGAI, London, pages 293--306, Springer, 2009 attachment
Stephan Kauschka, Analyzing the Similarity of Association Rules over Time, Otto-von-Guericke-Universität Magdeburg, 2009 attachment
Matthias Steinbrecher and Rudolf Kruse, Assessing the Strength of Structural Changes in Cooccurrence Graphs, in: KI 2009: Advances in Artificial Intelligence, 32nd Annual German Conference on AI, Paderborn, Germany, pages 476--483, Springer Verlag, 2009
Matthias Steinbrecher and Rudolf Kruse, Clustering Association Rules with Fuzzy Concepts, in: Advances in Data Analysis, Data Handling and Business Intelligence, Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification, pages 197--206, Springer Verlag, 2009