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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 |
2006
| , 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 , Section 3.4: Artificial Intelligence Methods, in: CIGR Handbook of Agricultural Engineering Volume VI: Information Technology, pages 153--168, American Society of Agricultural and Biological Engineers (ASABE), 2006 |
| , 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 , 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 , Visualization of Single Clusters, in: ICAISC, pages 663-671, 2006 |
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2005
| and , Datenanalyse-Plattform InformationMiner, in: Proc.15. Workshop Fuzzy-Systeme und Computational Intelligence, Universitätsverlag Karlsruhe, 2005 |
| , and , Effects of Irrelevant Attributes in Fuzzy Clustering, in: Proc. 14th IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE'05, Reno, NV), CD-ROM, pages 862--866, IEEE Press, 2005 |
| From Data and Information Analysis to Knowledge Engineering --- Proc.\ 29th Ann.\ Conf.\ of the German Classification Society (GfKl 2005, Magdeburg, Germany), Springer-Verlag, 2005 |
| and , Fuzzy and Probabilistic Clustering with Shape and Size Constraints, in: Proc. 11th Int. Fuzzy Systems Association World Congress (IFSA'05, Beijing, China), pages 945--950, Tsinghua University Press and Springer-Verlag, 2005 |
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| , and , Fuzzy Learning Vector Quantization with Size and Shape Parameters, in: Proc. 15th IEEE Int. Conf. on Fuzzy Systems, 2005 (FUZZ-IEEE'05, Reno, NV), CD-ROM, pages 195--200, IEEE Press, 2005 |
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| and , Information Miner -- a Data Analysis Platform, in: Proc. of the Joint 4th EUSFLAT 11th LFA Conference 2005, Universitat Politènica de Catalunya, 2005 |
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| and , Kernel-based outlier preserving clustering, in: Information-Mining und Wissensmanagement in Wissenschaft und Wirtschaft - 8. Göttinger Symposium Soft Computing, Universität Göttingen, 2005 |
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| , and , Mdspolar: A new approach for dimension reduction to visualize high dimensional data, in: Advances inIntelligent Data Analysis VI - Proc. of the 6th Int. Symp. on IDA 2005, Berlin, Heidelberg, pages 316--327, Springer, 2005 |
| , and , Mining Fuzzy Frequent Item Sets, in: Proc.\ 11th Int.\ Fuzzy Systems Association World Congress (IFSA'05, Beijing, China), pages 528--533, Tsinghua University Press and Springer-Verlag, 2005 |
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| and , Probabilistic Graphical Models for the Diagnosis of Analog Electrical Circuits, in: Proc. 8th European Conf. on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'05, Barcelona, Spain), pages 100--110, Springer-Verlag, 2005 |
| and , Semi-supervised learning in knowledge discovery (2005), in: Fuzzy Sets and Systems, 149(209--233) |
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| , and , Visualizing single fuzzy c-means clusters, in: 15. Workshop Computational Intelligence, Gesellschaft für Informatik, 2005 |
2004
| , , and , Adaptable Markov Models in Industrial Planning, in: Proceedings of the 2004 IEEE International Conference on Fuzzy Systems (Budapest), IEEE Press, 2004 |
| , , , and , An Extension to Possibilistic Fuzzy Cluster Analysis (2004), in: Fuzzy Sets and Systems, 147(3--16) |
| , , and , An Extension to Possibilistic Fuzzy Cluster Analysis (2004), in: Fuzzy Sets and Systems, 147(3--16) |
| , and , Ausrei\{ss}ererkennung mit Fuzzy-Clustering-Methoden, in: Proc. 14. Workshop Fuzzy-Systeme und Computational Intelligence, Universitätsverlag Karlsruhe, 2004 |
| , , and , Different approaches to fuzzy clustering of incomplete datasets (2004), in: International Journal of Approximate Reasoning, 35(239--249) |
| , and , Evolutionäre Algorithmen, Vieweg, 2004 |
| , and , Fuzzy Clustering of Quantitative and Qualitative Data, in: Proc.\ Conf.\ North American Fuzzy Information Processing Society (NAFIPS 2004, Banff, Alberta, Canada), pages 84--89, IEEE Press, 2004 |
| , , and , Fuzzy Decision Trees - A new CI-Method for the Automatic Data Analysis Platform SPIDA, in: Proc. 14. Workshop Fuzzy-Systeme und Computational Intelligence, Universitätsverlag Karlsruhe, 2004 |
| and , Information Mining with Semi-Supervised Learning, Springer, Soft Methodology and Random Information Systems, 2004 |
| , and , Intelligent Data Analysis - An International Journal, IOSPress, 2004 |
| , , and , Intelligent Data Analysis with Fuzzy Decision Trees, in: Soft Computing for Information Mining (Workshop Proceedings 27th German Conference on Artificial Intelligence), 2004 |
| , , and , Knowledge Revision in Markov Networks (2004), in: Mathware \{&} Soft Computing, 11:2-3(93--107) |
| , and , New Approaches to Noise Clustering for Detecting Outliers, in: Soft Computing for Information Mining (Workshop Proceedings 27th German Conference on Artificial Intelligence), 2004 |
| , , and , Probabilistische graphische Modelle und ihre Anwendung in der Automobilindustrie (2004), in: Datenbank Spektrum - Zeitschrift für Datenbanktechnologie, 4:9 |
| and , Recent advances in exploratory data analysis with neuro-fuzzy methods (2004), in: Soft Comput., 8:6(381-382) |
| and , Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering, in: Proc.\ 8th European Conf.\ on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004, Pisa, Italy), pages 52--62, Springer-Verlag, 2004 |
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| , Soft Computing for Information Mining, in: Workshop-Proceedings 27th German Conference on Artificial Intelligence, 2004 |
| , , and , The Fuzzy Decision Tree Module in the Automatic Data Analysis Platform Spida, in: Information-Mining und Wissensmanagement in Wissenschaft und Wirtschaft - 7. Göttinger Symposium Soft Computing, Uni Göttingen, 2004 |
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| and , The Inherent Indistinguishability in Fuzzy Systems Logic versus Approximation, pages 6--17, Springer, 2004 |
2003
| Advances in Intelligent Data Analysis V, Springer, 2003 |
| Advances in Intelligent Data Analysis V --- Proc.\ 5th Int.\ Symp.\ on Intelligent Data Analysis (IDA2003, Berlin, Germany), Springer-Verlag, 2003 |
| , , and , Classification of Surface Form Deviations for Quality Analysis, in: Intelligent technologies, hybrid systems and their implementation on smart adaptive systems, eunite 2003 (European symposium, Oulu, Finland, July 10--11, 2003), pages 121--129, Verlag Mainz, 2003 |
| and , Data Mining with Possibilistic Graphical Models, pages 229--248, IOS Press, Nato Science Series III, Systematic Organisation of Information, volume 184, 2003 |
| , and , Differentiated Treatment of Missing Values in Fuzzy Clustering, in: IFSA 2003, pages 354--361, 2003 |
| and , Fuzzy Rule Generation for Transfer Passenger Analysis, in: Proc. FSKD 2002, 2003 |
| and , Information Mining: Editorial (2003), in: Int.\ Journal of Approximate Reasoning, 32(63--65) |
| KI2003: Advances in Artificial Intelligence, Springer, 2003 |
| and , Learning Graphical Models by Extending Optimal Spanning Trees, in: Intelligent Systems for Information Processing --- From Representation to Applications, pages 339--348, Elsevier, 2003 |
| , and , Learning Possibilistic Graphical Models from Data (2003), in: IEEE Transaction Fuzzy Systems, 11:2(159--172) |
| and , Local Structure Learning in Graphical Models, in: Planning based on Decision Theory (Proc.\ 6th Int.\ Workshop, Udine, Italy 2002), pages 99--118, Springer-Verlag, 2003 |
| , , and , Neuro-Fuzzy Classification of Surface Form Deviations, in: Proc. FUZZ IEEE 03, pages 902--907, 2003 |
| , , and , Neuro-Fuzzy-Systeme --- Von den Grundlagen künstlicher Neuronaler Netze zu modernen Fuzzy-Systemen, Vieweg, 2003 |
| and , Operations and Evaluation Measures for Learning Possibilistic Graphical Models (2003), in: Artificial Intelligence, 148(385--418) |