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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 journal and type
| 1-50 | 51-100 | 101-150 | 151-200 | 201-250 | 251-300 | 301-350 | 351-400 | 401-450 | 451-500 | 501-534 |
Publications of type Inproceedings
2002
| , and , An Extension of Partially Supervised Fuzzy Cluster, in: Proc. of International Conf. of the North American Fuzzy Information (NAFIPS), 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 Clusteranalyse von Daten mit fehlenden Werten, in: Unschärfe in Wirtschaft und Technik, Tagungsband zum 5. Göttinger Symposium Soft Computing, pages 99--112, 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 Graphical Models by Extending Optimal Spanning Trees IPMU'02, in: Annecy, 2002 |
| , , 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 |
| , , 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 |
| , 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 |
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 |
| , , 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 |
| , , 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 , 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 , Possibilistic Graphical Models, in: Computational Intelligence in Data Mining (Proc.\ 3rd Int.\ Workshop, Udine, Italy), pages 51--68, Springer-Verlag, 2000 |
| , , and , Tuning on the Fly of Structural Image Analysis Algorithms Using Data Mining, in: Proc. SPIE AeroSense '00, SPIE Press, 2000 |
| , and , Using Fuzzy Clustering to Improve Naive Bayes Classifiers and Probabilistic Networks, in: Proc.\ 9th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'00, San Antonio, TX), IEEE Press, 2000 |
1999
| and , A Critique of Inductive Causation, in: Proc. 5th European Conf. on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'99, London, United Kingdom), pages 68--79, Springer-Verlag, 1999 |
| , and , Data Mining mit Neuro-Fuzzy-Systemen, in: Proc.\ Symposium Operations Research (SOR'99, Magdeburg, Germany), 1999 |
| , and , Data Mining with Fuzzy Methods: Status and Perspectives, in: Proc.\ 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99, Aachen, Germany), Verlag Mainz, 1999 |
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| , and , Determination of Elastodynamic Model Parameters using a Recurrent Neuro-Fuzzy System, in: Proc. 7th European Congress on Intelligent Techniques and Soft Computing (EUFIT'99), Verlag Mainz, 1999 |
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| , and , Discussing Cluster Shapes of Fuzzy Classifiers, in: Proc. 18th International Conference of the North American Fuzzy Information Processing Society (NAFIPS'99), pages 546--550, New York, 1999 |
| and , Fusing Expert Knowledge and Information from Data with NEFCLASS, in: Proc. Second International Conference on Information Fusion (FUSION'99), pages 386--393, Sunnyvale, CA, 1999 |
| and , Fuzzy Classification Rules Using Categorical and Metric Variables, in: Fuzzy-Neuro Systems 1999 - Computational Intelligence (FNS'99), pages 133--144, Leipziger Universitätsverlag, 1999 |
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| , and , Fuzzy Data Analysis: Challenges and Perspectives, in: Proceedings of the 8th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE '99, Seoul, South Korea), pages 1211--1216, IEEE Press, 1999 |
| , , and , Improving the Clarity of Neuro-Fuzzy Classifiers, in: AFN-Berichte 1999, 1999 |
| , , , and , Information Fusion in the Context of Stock Index Prediction, in: Proc. of European Conference on Symbolic and Quantitative Approaches to Uncertainty (ECSQARU'99), Springer, 1999 |
| and , Learning in Neuro-Fuzzy Systems with Symbolic Attributes and Missing Values, in: Proc. Sixth International Conference on Information Processing (ICONIP99), pages 142--147, Perth, 1999 |
| , and , NEFCLASS for JAVA -- New Learning Algorithms, in: Proc. 18th International Conference of the North American Fuzzy Information Processing Society (NAFIPS'99), pages 472--476, IEEE, 1999 |
1998
| and , A Neuro-Fuzzy Approach to Obtain Interpretable Fuzzy Systems for Function Approximation, in: Proc. 7th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'98), pages 1106--1111, 1998 |
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| , and , A Problem Specific Recurrent Neural Network for the Description and Simulation of Dynamic Spring Models, in: Proc. IEEE International Joint Conference on Neural Networks 1998 (IJCNN '98), pages 468--473, 1998 |
| and , Data Mining with Graphical Models, in: Proc.\ Computer Science for Environmental Protection (12th Int.\ Symp.\ ``Informatik für den Umweltschutz'', Bremen, Germany), pages 17--30, 1998 |
| and , Efficient Maximum Projection of Database-Induced Multivariate Possibility Distributions, in: Proc.\ 7th IEEE Int.\ Conf.\ on Fuzzy Systems (FUZZ-IEEE'98, Anchorage, AK), pages 663--668, IEEE Press, 1998 |
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| and , Fuzzy cluster analysis with missing values, in: Proc. 1998 Conference of the North American Fuzzy Information Processing Society (NAFIPS 1998), pages 242--246, 1998 |
| and , Fuzzy-Clusteranalyse mit DataEngine, in: Proc. 4. DataEngine User Meeting, 1998 |
| and , How the learning of rule weights affects the interpretability of fuzzy systems, in: Proc. 7th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'98), pages 1235--1240, 1998 |
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| and , Information Source Modelling for Consistent Data Fusion, in: Proc. of the International Conference on Multisource-Multisensor Information Fusion (FUSION'98), pages 27--34, CSREA Press, 1998 |
| , Intelligente Systeme: Wie geht man mit unvollkommenen Informationen um?, in: Universitätsschriften, Magdeburg, Otto-von-Guericke-Universität, 1998 |
| and , Learning Methods for Fuzzy Systems, in: Proc. of the 8th International Symposium on Non-Linear Electromagnetic Systems 1997 (ISEM'97), pages 367--372, IOS-Press, 1998 |
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| , and , Modelling and Simulating a Time-Dependent Physical System Using Fuzzy Techniques and a Recurrent Neural Network, in: Fuzzy-Neuro Systems '98 - Computational Intelligence, Proc. 5th International Workshop (FNS'98), pages 306--313, infix, 1998 |
| and , Neuere Entwicklungen im Data Mining mit Bayesschen Netzen, in: Seminar zu Anwendungen von Fuzzy-Technologien und Neuronalen Netzen (Wernigerode, Germany), MIT GmbH, 1998 |
| , and , Neuro-Fuzzy Classification, in: Advances in Data Science and Classification, Proc. of the 6th Conference of the International Federation of Classification Societies (IFCS-98), pages 287--294, Springer-Verlag, 1998 |
| and , Neuro-Fuzzy Techniques under MATLAB/SIMULINK Applied to a Real Plant, in: Proc. IEEE International Conference on Fuzzy Systems 1998 (FUZZ-IEEE '98), pages 572--576, 1998 |
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| , and , Possibilistic Graphical Models, in: Proc. ISSEK'98 (Udine, Italy), 1998 |
| and , Possibilistic Networks with Local Structure, in: Proc.\ 6th European Congress on Intelligent Techniques and Soft Computing (EUFIT'98, Aachen, Germany), pages 634--638, Verlag Mainz, 1998 |