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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 |
2003
| Planning Based on Decision Theory, Springer, 2003 |
| and , Speeding Up Fuzzy Clustering with Neural Network Techniques, in: Proc.\ 12th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'03, St.~Louis, MO, USA), IEEE Press, 2003 |
2002
| 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 , A Neuro-Fuzzy Approach to Optimise Hierarchical Recurrent Fuzzy Systems (2002), in: Fuzzy Optimization and Decision Making, 1:2(221--248) |
| , and , An Extension of Partially Supervised Fuzzy Cluster, in: Proc. of International Conf. of the North American Fuzzy Information (NAFIPS), 2002 |
| , and , Classification: Neural Net Approaches, Oxford University Press, Handbook of Data Mining and Knowledge Discovery, 2002 |
| , , , and , Clustering of Document Collections to Support Interactive Text Exploration, pages 257--265, Springer, Exploratory Data Analysis in Empirical Research, 2002 |
| and , Data Mining with Graphical Models, in: Proc. DS 2002, pages 2--11, Springer, 2002 |
| , and , Extending Neuro Fuzzy systems to Semi-supervised Learning, in: Proc. ICNNCS, 2002 |
| , 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 , Fuzzy Clusteranalyse von Daten mit fehlenden Werten, in: Unschärfe in Wirtschaft und Technik, Tagungsband zum 5. Göttinger Symposium Soft Computing, pages 99--112, 2002 |
| , , and , Fuzzy-Regler: Grundlagen, Entwurf, Synthese, Springer, 2002 |
| and , Graphical Models - Methods for Data Analysis and Mining, Wiley, 2002 |
| and , Information Mining with Fuzzy Methods: Trends and Current Challenges, in: Proc. Methods and Models in Automation and Robotics Information (MMAR'02), pages 117--120, 2002 |
| , , and , Learning from Imprecise Data: Possibilistic Graphical Models (2002), in: Computational Statistics and Data Analysis, 38(449--463) |
| and , Learning Graphical Models by Extending Optimal Spanning Trees IPMU'02, in: Annecy, 2002 |
| , , , and , Neuro-fuzzy approach to forecast returns of scrapped products to recycling and remanufacturing (2002), in: Knowledge-Based Systems, 15:2(119--128) |
| , , and , Self-Organising Maps for Interactive Search in Document Databases, Physica-Verlag, Intelligent Exploration of the Web, 2002 |
| , , and , Soft Computing for Automated Surface Quality analysis of Exterior car body Panels (2002), in: Soft Computing Journal |
| , , , and , SomAccess - Ein Softwareprototyp zur interaktiven Navigation in Textdatenbanken (2002), in: Künstliche Intelligenz, 3:2(59--64) |
| , , 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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2001
| and , An Empirical Investigation of the K2 Metric, in: Proc.\ 6th European Conf.\ on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'01, Toulouse, France), pages 240--251, Springer-Verlag, 2001 |
| Data Fusion and Perception, Springer, 2001 |
| , , and , Data Mining with Neuro-Fuzzy Models, pages 1--36, Physica-Verlag, Data Mining and Computational Intelligence, 2001 |
| , , , , , , , , , and , Fusion: General Concepts and Characteristics (2001), in: Intl. J. of Intelligent Systems, 10(1107--1134) |
| , , and , Fuzzy Cluster Analysis with Cluster Repulsion, in: Proc. Of the 1st International Workshop on Hybrid Methods for Adaptive Systems (EUNITE ´01), 2001 |
| , , and , Fuzzy Cluster Analysis with Cluster Repulsion, in: Proc.\ European Symposium on Intelligent Technologies, Hybrid Systems and Their Implementation on Smart Adaptive Systems (eunite'01, Puerto de la Cruz, Tenerife, Spain), Verlag Mainz, 2001 |
| and , Information Fusion in Neuro-Fuzzy Systems, pages 77--90, Springer, Data Fusion and Perception, 2001 |
| , , , and , Information Fusion in the Context of Stock Index Prediction (2001), in: International Journal of Intelligent Systems, 11(1285--1298) |
| , Information Mining, in: Proc. of the Int. Conf. of the European Society for Fuzzy Logic and Technology (EUSFLAT 2001), pages 6--9, De Montfort University, 2001 |
| and , Learning Graphical Models with Hypertree Structure Using a Simulated Annealing Approach, in: Proc.\ 10th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'01, Melbourne, Australia), IEEE Press, 2001 |
| , and , Probabilistic Networks and Fuzzy Clustering as Generalizations of Naive Bayes Classifiers, in: Computational Intelligence in Theory and Practice, pages 121--138, Physica-Verlag, 2001 |
| , , and , Segmentierende und clusterbildende Methoden, pages 299-353, Vieweg, Handbuch Data Mining im Marketing. Knowledge Discovery in Market, 2001 |
| and , Unsicherheit und Vagheit: Begriffe, Methoden, Forschungsthemen (2001), in: {K}ünstliche Intelligenz, {T}hemenheft Unsicherheit und {V}agheit, 15:3(5--8) |
| , , and , Using Recurrent Neuro-Fuzzy Techniques for the Identification and Simulation of Dynamic Systems (2001), in: Neurocomputing, 36(123--147) |
2000
| and , Abductive Inference with Probabilistic Networks, in: Abductive Reasoning and Learning, Kluwer, 2000 |
| , and , Analyzing Borders Between Partially Contradicting Fuzzy Classification Rules, in: Proc. 19th International Conference of the North American Fuzzy Information Processing Society (NAFIPS 2000), pages 59--63, 2000 |
| , , and , Automatische Adaption Struktureller Bildanalysealgorithmen unter Verwendung von Data Mining Techniken, in: Proc. Computational Intelligence im industriellen Einsatz (CI'2000), pages 91--96, VDI-Verlag, 2000 |
| Computational Intelligence in Data Mining, Springer, 2000 |
| , , and , Controlling Asymmetric Errors in Neuro-Fuzzy Classification, in: Proc. ACM SAC '00, ACM Press, 2000 |
| , and , Effects of Antecedent Pruning in Fuzzy Classification Systems, in: Proc. of the Fourth International Conference on Knowledge-Based Intelligent Engineering Systems \{&} Allied Technologies (KES 2000), pages 154--157, 2000 |
| Handbook of Deafesible Reasoning and Uncertainty Management Systems, Kluwer, Abductive Reasoning and Learning, volume 4, 2000 |
| , , and , Hybrid Approach to Forecast Returns of Scrapped Products to Recycling and Remanufacturing, in: 3rd International Conference on Information Fusion (FUSION 2000), 2000 |
| and , Information Mining: Applications in Image Processing, in: SOFSEM2000: Theory and Practice of Informatics, pages 266--285, Springer, 2000 |
| , , , , and , Interactive Text Retrieval Based on Document Similarities (2000), in: Physics and Chemistry of the Earth(649--654) |
| and , Learning from Imprecise Data: Possibilistic Graphical Models, in: Proc.\ Int.\ Meeting on Nonlinear Methods and Data Mining (NMDM 2000), pages 190--203, Consiglio Nazionale delle Ricerche, 2000 |
| and , NEFCLASS-J --- A JAVA-Based Soft Computing Tool, pages 139--160, Springer, Intelligent Systems and Soft Computing: Prospects, Tools and App, 2000 |
| , and , Possibilistic Graphical Models, in: Computational Intelligence in Data Mining (Proc.\ 3rd Int.\ Workshop, Udine, Italy), pages 51--68, Springer-Verlag, 2000 |
| and , Probabilistic Networks for Abductive Inference, Kluwer, Abductive Reasoning and Learning, 2000 |
| , and , Problems and Prospects in Fuzzy Data Analysis, in: Soft Computing and Intelligent Systems: Prospects, Tools and Applications, pages 95--109, Springer-Verlag, 2000 |