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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
2008
| , , 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 , 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 , 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 , 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 , 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 , Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval, in: Research and Development in Intelligent Systems, BCS SGAI, Cambridge, pages 253--266, Springer, 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 , 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 , 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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2007
| 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 , 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 , Modern Data Visualization for Air Traffic Management, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 19--24, 2007 |
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| , , 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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| , and , Relevance Feedback for Association Rules using Fuzzy Score Aggregation, in: Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2007), pages 54--59, 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 , Visualisierung Bayesscher Netze zur Diagnoseunterstützung, in: GMA-Kongress 2007 --- Automation im gesamten Lebenszyklus, VDI-Verlag, 2007 |
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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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2006
| , , , , , and , Detection of Faulty Semiconductor Wafers using Dynamic Growing Self Organizing Map, in: Proceedings of the IEEE Tencon 2005, Melbourne, Australia, IEEE Operations Center, New Jersey, pages 761--766, Piscataway, 2006 |
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| and , Finding the Number of Fuzzy Clusters by Resampling, in: Proc. 16th IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE'06, Vancouver, Canada), IEEE Press, Piscataway, NJ, USA, 2006 |
| , and , Informationsfusion in Neuro-Fuzzy-Systemen, in: Informationsfusion in der Mess- und Sensortechnik, pages 113--125, Universitätsverlag Karlsruhe, 2006 |
| , , and , Planning with Graphical Models, in: Proc. of the 2006 Conference on COGnitive systems with Interactive Sensors (COGIS'06), Paris, France, 2006 |
| , , and , Prediction of Aircraft Flight Duration, in: Proceedings of the 11th IFAC Symposium on Control in Transportation Systems, Delft, Netherlands, 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 , 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 |
| 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 , 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 , Ausrei\{ss}ererkennung mit Fuzzy-Clustering-Methoden, in: Proc. 14. Workshop Fuzzy-Systeme und Computational Intelligence, Universitätsverlag Karlsruhe, 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 , Intelligent Data Analysis with Fuzzy Decision Trees, in: Soft Computing for Information Mining (Workshop Proceedings 27th German Conference on Artificial Intelligence), 2004 |
| , 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 , 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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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 , 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 , Neuro-Fuzzy Classification of Surface Form Deviations, in: Proc. FUZZ IEEE 03, pages 902--907, 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 |