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Keywords:
- aggregation methods
- Air Traffic Management
- Artificial Neural Networks
- Assembly
- assembly detection
- Automobile Industry
- Bayesian Networks
- bibtex-import
- Binary Classification
- biology computing
- brain
- Brain modeling
- Classification
- Classification models
- clustering
- Computational Intelligence
- data analysis
- Data Mining
- Data Visualization
- dynamic graphs
- dynamic networks
- EEG
- elctroencephalography
- Electric potential
- Electrodes
- Enron dataset
- Evolutionary Algorithms
- feature extraction
- Feature Selection
- Frequent Pattern Mining
- frequent temporal patterns
- Fuzzy c-means
- Fuzzy classifiers
- Fuzzy clustering
- Fuzzy Control
- Fuzzy Data Analysis
- Fuzzy decision trees
- fuzzy logic
- Fuzzy neural network
- Fuzzy rule learning
- Fuzzy Rules
- fuzzy SVM
- Fuzzy Systems
- industrial application
- Information Fusion
- Intelligent data analysis
- Interpolation
- Interpretability
- knowledge acquisition
- Knowledge Representation
- Labeling
- Linguistic description
- Luftverkehrssysteme
- M-estimators
- Machine Learning
- Mamdani Control
- Markov networks
- MDSpolar
- Monotonicity Constraints
- Motif Discovery
- multidimensional scaling
- Multiple prototypes
- Multiple-Instance Learning
- Multivariate Time Series Analysis
- neural assemblies online detection
- neural nets
- Neural Networks
- Neuro-fuzzy system
- neurobiologists
- neurobiology
- neuroimaging
- neuron activation
- Neurons
- neuroscience
- Noise clustering
- online algorithms
- Outlier detection
- Pattern Recognition
- point processes
- POLARMAP
- Precision Agriculture
- Prediction
- Random Sets
- Real-time systems
- Regression
- Robust statistics
- Safety-Related Systems
- Sammon's Mapping
- SMPS2012
- social network analysis
- spike train analysis
- spike trains behavior
- spike-time hypothesis
- stream analysis
- Support Vector Machine
- Support Vector Regression. Multidimensional Scaling
- Trajectory
- vector autoregressive model
- Visual Data Analysis
- Visualization
Publications of Rudolf Kruse
| 1-50 | 51-100 | 101-150 | 151-200 | 201-250 | 251-300 | 301-350 | 351-400 | 401-450 | 451-500 | 501-534 |
2012
| , and , Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets, pages 79-87, Springer, Studies in Classification, Data Analysis, and Knowledge Organization, 2012 |
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2011
| , and , A new distance function for Prototype-based Clustering Algorithms in High-Dimensional Spaces, in: Proceedings of CLADAG 2011, Pavia, Italy, 2011 |
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| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Vieweg+Teubner, Computational Intelligence, 2011 |
| Data Mining in Engineering, IOS Press, 2011 |
| and , Estimation of hidden driver properties based on the driving behavior, in: Proceedings of 21. Workshop Computational Intelligence, pages 1-14, Karlsruher Institut für Technologie, 2011 |
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| and , Exploratory Hierarchical Clustering for Management Zone Delineation in Precision Agriculture, in: Advances in Data Mining, Applications and Theoretical Aspects, pages 161--173, Springer, 2011 |
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| , 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 |
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| , and , Fuzzy Logic in Computer Science, chapter 16, pages 385--419, Springer Science+Business Media, 2011 |
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| , and , 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 |
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| and , Machine Learning Methods for Spatial Clustering on Precision Agriculture Data, in: Eleventh Scandinavian Conference on Artificial Intelligence, pages 40--49, IOS Press, 2011 |
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| 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 |
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2010
| , and , A Clustering Approach for Management Zone Delineation in Precision Agriculture, in: Proceedings of ICPA 2010, International Society of Precision Agriculture, 2010 |
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| , , 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 |
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| , 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 |
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| Computational Intelligence for Knowledge-Based System Design, Springer, Lecture Notes in Artificial Intelligence, volume 6178, 2010 |
| , and , 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 |
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| 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 |
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| 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 |
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| , 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 |
| 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 |
| and , Regression Models for Spatial Data: An Example from Precision Agriculture, in: Advances in Data Mining. Applications and Theoretical Aspects, pages 450--463, Springer, 2010 |
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| , 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 |
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| 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 |
2009
| , and , 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) |
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| , 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 |
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| 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 |
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| , and , Density-Based Multidimensional Scaling, in: Cooperation in Classification and Data Analsis, pages 53--60, Springer, 2009 |
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| , , , and , Ensemble Learning for Multi-source Information Fusion, in: Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Heidelberg, pages 748--756, Springer, 2009 |
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| , , 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 |
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| , , 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 |
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| , 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) |
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| , , 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 |
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| , , and , Visualization of Agriculture Data Using Self-Organizing Maps, in: Applications and Innovations in Intelligent Systems, BCS SGAI, London, pages 47--60, Springer, 2009 |
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| and , Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (2009), in: at-Automatisierungstechnik, 57:3(146--154) |
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2008
| , and , A temporal extension of closed item sets for change mining, School of Computer Science, University of Magdeburg, number 07-08, 2008 |
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| 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 |
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