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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 sorted by recency
| 1-50 | 51-100 | 101-150 | 151-200 | 201-250 | 251-300 | 301-350 | 351-400 | 401-450 | 451-500 | 501-534 |
| , , , 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 , Gustafson-Kessel-Like Clustering Algorithm Based on Typicality Degrees, in: Uncertainty and Intelligent Information Systems, pages 117--130, World Scientific Publishing Company, 2008 |
| , , and , Mining frequent temporal patterns in interval sequences (2008), in: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), 16:5(645--661) |
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| , , and , Mining changing customer segments in dynamic markets (2009), in: Expert Systems with Applications, 36:1(155--164) |
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| , 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 , Predicting Future Decision Trees from Evolving Data, in: Proceedings of ICDM '08, Pisa, Italy, pages 33--42, IEEE Computer Society, 2008 |
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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 , Fuzzy neural network (2008), in: Scholarpedia, 3:11(6043) |
| , , and , Surface Quality Analysis with Soft Computing, in: Proceedings of the East West Fuzzy Colloquium, Hochschule Zittau/Görlitz, pages 292--299, IPM, 2002 |
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| , and , Fuzzy Cluster Analysis of Partially Missing Data Sets (2002), in: Second International Workshop on Hybrid Methods for Adaptive Systems I(426--431) |
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| and , A modification to improve possibilistic fuzzy cluster analysis, in: Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on, pages 1460--1465, 2002 |
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| , and , POLARMAP - Efficient Visualisation of High Dimensional Data (2006), in: Proceedings of the conference on Information Visualization(731--740) |
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| , and , Rule Classification Visualization of High-Dimensional Data, in: Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU-06), 2006 |
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| and , Data Summarisation by Typicality-based Clustering for Vectorial and Non Vectorial Data, in: Fuzzy Systems, 2006 IEEE International Conference on, pages 547--554, 2006 |
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| , , , , , , and , Predicting the recognition of natural scenes from single trial MEG recordings of brain activity (2008), in: NeuroImage, 42:3(1056--1068) |
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| and , Similarity Relations and Independence Concepts, in: Preferences and Similarities, pages 179-196, Springer, 2008 |
| Preferences and Similarities, Springer, CISM International Centre for Mechanical Sciences, 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 |
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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 , 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 , Zuordnen von linguistischen Ausdrücken zu Motiven in Zeitreihen (2009), in: at-Automatisierungstechnik, 57:3(146--154) |
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| and , 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 |
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| and , 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 |
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| 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 |
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| , and , Application of Graphical Models in the Automotive Industry, in: Computational Intelligence in Automotive Applications, pages 79--88, Springer Berlin / Heidelberg, 2008 |
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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 , 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 |
| , , 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 |
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| , , and , Estimation of Neural Network Parameters for Wheat Yield Prediction, in: Artificial Intelligence in Theory and Practice II, pages 109--118, Springer Boston, 2008 |
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| , , and , 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 |
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| , and , 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 |
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| and , 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 |
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| , and , FSMTree: An Efficient Algorithm for Mining Frequent Temporal Patterns, in: Data Analysis, Machine Learning, and Applications, Berlin, Heidelberg, pages 253--260, Springer, 2007 |
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| and , Gustafson-Kessel-like clustering algorithm based on typicality degrees, in: Information Processing and Management of Uncertainty in Knowledge-based Systems, pages 1300--1307, EDK, Paris, 2006 |
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| , and , Visualization of Fuzzy Classifiers (2007), in: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), 15:5(615--624) |
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| , and , Visualization of Fuzzy Rule Classifiers for Flight Duration Forecast, in: Proc. of the Symposium on Fuzzy Systems in Computer Science (FSCS 2006, Magdeburg, Germany), 2006 |
| , , and , Prediction of Aircraft Flight Duration, in: Proceedings of the 11th IFAC Symposium on Control in Transportation Systems, Delft, Netherlands, 2006 |
| and , An Extended Objective Function for Prototype-less Fuzzy Clustering, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 146--151, 2007 |
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| , and , Fundamentals of Fuzzy Clustering, in: Advances in Fuzzy Clustering and its Applications, pages 3--30, John Wiley {\&} Sons, 2007 |
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| , and , A novel approach to noise clustering for outlier detection (2007), in: Soft Computing - A Fusion of Foundations, Methodologies and Applications, 11:5(489--494) |
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| , , and , Special issue on soft computing for information mining [editorial] (2007), in: Soft Computing: A Fusion of Foundations, Methodologies and Applications, 11:5(397--399) |
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| , , and , Intelligent data analysis with fuzzy decision trees (2007), in: Soft Computing: A Fusion of Foundations, Methodologies and Applications, 11:5(439--457) |
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| and , Visualization of Possibilistic Potentials, in: {Foundations of Fuzzy Logic and Soft Computing}, pages 295--303, Springer Berlin / Heidelberg, 2007 |
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| , , , and , The role of soft computing in intelligent data analysis, in: Final program and abstracts of the 2007 IEEE International Conference on Fuzzy Systems, pages 9--17, 2007 |
| , and , Single Cluster Visualization to Optimize Air Traffic Management, in: Advances in Data Analysis, pages 319--325, Springer, 2007 |
| , and , Data analysis with fuzzy clustering methods (2006), in: Computational Statistics {\&} Data Analysis, 51:1(192--214) |
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| and , Visualisierung Bayesscher Netze zur Diagnoseunterstützung, in: GMA-Kongress 2007 --- Automation im gesamten Lebenszyklus, VDI-Verlag, 2007 |
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| and , Visualization of Local Dependencies of Possibilistic Network Structures, in: Proceedings of the International Symposium of Fuzzy and Rough Sets (ISFUROS), UCLV, Santa Clara, Cuba, pages 77--80, 2006 |
| and , Visualizing Interesting Rules through Belief Network Inspection, in: Business Intelligence: Methods and Applications, pages 95--101, Verlag Dr. Kova{\v{c}}, Hamburg, 2007 |
| , , and , Multiple Cluster Merging and Multihop Transmission in Wireless Sensor Networks, in: Advances in Grid and Pervasive Computing, Second International Conference, GPC 2007, Paris, France, May 2-4, 2007, Proceedings, Springer Verlag, 2007 |
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