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Topic: All Publications of Rudolf Kruse
Publications for topic "All Publications of Rudolf Kruse"
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2011
Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture, in: Advances in Data Mining, Applications and Theoretical Aspects, pages 161--173, Springer, 2011 | and ,
Fuzzy Clustering with Polynomial Fuzzifier Function in connection with M-Estimators, in: Zeitschrift: Applied and Computational Mathematics, Azerbaijan National Academy of Sciences, pages 146-163, 2011 | , and ,
Fuzzy Logic in Computer Science, chapter 16, pages 385--419, Springer Science+Business Media, 2011 | , and ,
HACC-spatial: Hierarchical Agglomerative Spatially Constrained Clustering, Leipzig, Germany, IBaI Publishing, 2011 | ,
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 | , and ,
Machine Learning Methods for Spatial Clustering on Precision Agriculture Data, in: Eleventh Scandinavian Conference on Artificial Intelligence, pages 40--49, IOS Press, 2011 | and ,
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 | and ,
2010
A Clustering Approach for Management Zone Delineation in Precision Agriculture, in: Proceedings of ICPA 2010, International Society of Precision Agriculture, 2010 | , and ,
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 | , , and ,
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 | , and ,
Computational Intelligence for Knowledge-Based System Design, Springer, Lecture Notes in Artificial Intelligence, volume 6178, 2010 |
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 | , and ,
Data Mining in Precision Agriculture: Management of Spatial Information, in: Computational Intelligence for Knowledge-Based Systems Design, pages 350--359, Springer, 2010 | and ,
Editor's foreword (2010), in: Computer and System Sciences, 76:1(1-2) | and ,
Ensemble Learning for Multi-source Information Fusion, pages 123-141, Springer, volume 275, 2010 | , , , and ,
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 | and ,
Fuzzy Clustering with Repulsive Prototypes, in: Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design, pages 332-345, Information Science Reference, 2010 | , and ,
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 |
Regression Models for Spatial Data: An Example from Precision Agriculture, in: Advances in Data Mining. Applications and Theoretical Aspects, pages 450--463, Springer, 2010 | and ,
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 | , and ,
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 | , and ,
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 | , , and ,
Visual data analysis with computational intelligence methods (2010), in: Bulletin of the Polish Academy of Sciences, 58:3 | and ,
Visualizing and fuzzy filtering for discovering temporal trajectories of association rules (2010), in: Journal of Computer and System Sciences, 76:1(77-87) | and ,
WCCI 2010 Plenary and Invited Lectures, chapter Temporal Aspects in Data Mining, pages 1--22, Institute of Electrical and Electronics Engineering, Inc., 2010 | , and ,
2009
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 | , and ,
A Treatment Outcome Prediction Model of Visual Field Recovery Using Self-Organizing-Maps (2009), in: IEEE Transactions on Biomedical Engineering, 56:3(572--581) | , , , and ,
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 | , and ,
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 | and ,
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 | and ,
Constraining Shape and Size in Clustering, in: Cooperation in Classification and Data Analysis, pages 13--25, Springer, 2009 | and ,
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 | ,
Density-Based Multidimensional Scaling, in: Cooperation in Classification and Data Analsis, pages 53--60, Springer, 2009 | , and ,
Ensemble Learning for Multi-source Information Fusion, in: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Heidelberg, pages 748--756, Springer, 2009 | , , , and ,
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 | , , and ,
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 | , , and ,
Fuzzy Descriptions to Identify Temporal Substructure Changes of Cooccurrence Graphs, in: Proceedings of 2009 IFSA/EUSFLAT, pages 1177--1182, 2009 | and ,
Graphical Models: Representations for Learning, Reasoning and Data Mining, Wiley, 2009 | , and ,
Learning Verifiable Ensembles for Classification Problems with High Safety Requirements, in: Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technology, IGI Global, 2009 | , , and ,
Maschinelles Lernen von validierbaren Klassifikatoren zur autonomen Steuerung sicherheitsrelevanter Systeme (2009), in: at -- Automatisierungstechnik, 57:3(138-145) | , , , , and ,
Mining changing customer segments in dynamic markets (2009), in: Expert Systems with Applications, 36:1(155--164) | , , and ,
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 | , , and ,
Visualization of Agriculture Data Using Self-Organizing Maps, in: Applications and Innovations in Intelligent Systems, BCS SGAI, London, pages 47--60, Springer, 2009 | , , and ,
Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (2009), in: at-Automatisierungstechnik, 57:3(146--154) | and ,
2008
A temporal extension of closed item sets for change mining, School of Computer Science, University of Magdeburg, number 07-08, 2008 | , and ,
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 | and ,
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 | and ,
Application of Graphical Models in the Automotive Industry, in: Computational Intelligence in Automotive Applications, pages 79--88, Springer Berlin / Heidelberg, 2008 | , and ,
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 | , , and ,