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Keywords:
- Air Traffic Management
- Artificial Neural Networks
- Bayesian Networks
- bibtex-import
- Computational Intelligence
- continuous data
- Data Mining
- Data Visualization
- ensemble detection
- Evolutionary Algorithms
- Fuzzy c-means
- Fuzzy classifiers
- Fuzzy clustering
- Fuzzy Rules
- Fuzzy Systems
- Hebbian learning
- Luftverkehrssysteme
- M-estimators
- Machine Learning
- MDSpolar
- multidimensional scaling
- Multiple prototypes
- Neural Networks
- Noise clustering
- Outlier detection
- POLARMAP
- Robust statistics
- Sammon's Mapping
- spike train
- Support Vector Regression. Multidimensional Scaling
- Visualization
Publications of Frank Klawonn sorted by recency
| 1-50 | 51-86 |
| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Springer Vieweg, 2015 |
| , and , Assembly Detection in Continuous Neural Spike Train Data, in: Advances in Intelligent Data Analysis XI, pages 78-89, Springer Berlin / Heidelberg, 2012 |
| , , , , and , Computational Intelligence: A Methodological Introduction, Springer, Texts in Computer Science, 2013 |
| , and , Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data Sets, pages 79-87, Springer, Studies in Classification, Data Analysis, and Knowledge Organization, 2012 |
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| , and , Fuzzy Clustering with Polynomial Fuzzifier Function in connection with M-Estimators, in: Zeitschrift: Applied and Computational Mathematics, Azerbaijan National Academy of Sciences, pages 146-163, 2011 |
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| , and , A new distance function for Prototype-based Clustering Algorithms in High-Dimensional Spaces, in: Proceedings of CLADAG 2011, Pavia, Italy, 2011 |
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| , and , M-Estimator induced Fuzzy Clustering Algorithms, in: Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, European Society for Fuzzy Logic and Technology (EUSFLAT), Aix-Le-Bains, France, pages 298--304, Atlantis Press, 2011 |
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| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Vieweg+Teubner, Computational Intelligence, 2011 |
| , , and , Fuzzy Cluster Analysis of Larger Data Sets, in: Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design, pages 302--331, IGI Global, 2009 |
| , and , Density-Based Multidimensional Scaling, in: Cooperation in Classification and Data Analsis, pages 53--60, Springer, 2009 |
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| , and , Visualization of Single Clusters, in: ICAISC, pages 663-671, 2006 |
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| , and , Efficient Visualization of High-Dimensional Data with Polar Coordinates, in: Encyclopedia of Data Warehousing and Mining, Idea Group Publishing, 2008 |
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| , and , Visualization of High-Dimensional Data with Polar Coordinates, in: Encyclopedia of Data Warehousing and Mining, pages 2062--2067, Information Science Reference, 2008 |
| , 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 , Similarity Relations and Independence Concepts, in: Preferences and Similarities, pages 179-196, Springer, 2008 |
| , 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 , 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 , Single Cluster Visualization to Optimize Air Traffic Management, in: Advances in Data Analysis, pages 319--325, Springer, 2007 |
| , , 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 , Neuro-Fuzzy-Systeme --- Von den Grundlagen künstlicher Neuronaler Netze zu modernen Fuzzy-Systemen, Vieweg, 2003 |
| , and , Foundations of Neuro--Fuzzy Systems, Wiley, 1996 |
| , and , Neuronale Netze und Fuzzy--Systeme, Vieweg, 1994 |
| , and , Combining Neural Networks and Fuzzy Controllers, in: Fuzzy Logic in Artificial Intelligence (FLAI93), pages 35--46, Springer--Verlag, 1993 |
| , and , Fuzzy Sets, Fuzzy Controllers, and Neural Networks (1992), in: Wissenschaftliche Zeitschrift der Humboldt-Universität zu Berlin, R. Medizin, 41:4(99--120) |
| , and , Neuronale Fuzzy--Systeme (1995), in: Spektrum der Wissenschaft, Juli:Heft 6/1995(34--41) |
| , and , Generating Rules from Data by Fuzzy and Neuro--Fuzzy Methods, in: Proc.\ Fuzzy--Neuro--Systeme'95, pages 223--230, 1995 |
| , and , Visualizing single fuzzy c-means clusters, in: 15. Workshop Computational Intelligence, Gesellschaft für Informatik, 2005 |
| , and , Belief Functions and Nonmonotonic Reasoning, TU Braunschweig, 1990 |
| , and , The Context Model from the Viewpoint of Logic, pages 288--295, Springer, Operations research Proceedings 1992, 1993 |
| , and , On the Interpretation of Fuzzy Controllers, in: Proc. of the 5th IFSA World Congress, 1993 |
| , and , Reasoning with Mass Distributions and the Context Model, in: Symbolic and Quantitative Approaches to Uncertainty, Springer Verlag, 1991 |
| , and , A Fuzzy Controller for Idle Speed Regulation, in: Proc. 1994 ACM Symposium on Applied Computing, pages 155--160, 1994 |
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| , and , Reasoning with Mass Distributions, in: Uncertainty in Artificial Intelligence, Proc.7th Conference on Uncertainty in Artificial Intelligence, pages 182--187, 1991 |
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| , and , On a Tool for Reasoning with Mass Distributions, in: Proc. 12. Joint Conference on Artificial Intelligence, 1991 |
| , and , Genetic Algorithms and Fuzzy Situations for Sequential Optimization of Control Surfaces, in: Proc. ISUMA/NAFIPS'95, pages 777--781, 1995 |
| , , and , Constructing Rule Bases and Fuzzy Sets for Interpolation: Experiences from Quality Evaluation, in: Proc. Second European Congress on Fuzzy and Intelligent Technologies (EUFIT'94), pages 1671--1673, 1994 |
| and , Fuzzy Control as Interpolation on the Basis of Equality Relations, in: Proc. 2nd IEEE International Conference on Fuzzy systems, 1993 |
| and , Fuzzy Partitions and Transformations, in: Proc.of the 3rd IEEE International Conference on Fuzzy Systems, 1994 |
| and , Automatic Generation of Fuzzy Controllers by Fuzzy Clustering, in: Proc. IEEE International Conference on Systems, Man and Cybernetics, 1995 |
| and , From Fuzzy Sets to Indistinguishability and Back, in: Proceedings of the International ICSC Symposium on Fuzzy logic, A57-A59, 1995 |
| , and , Anpassung Genetischer Algorithmen zum Erlernen und Optimieren von Fuzzy-Reglern, in: Proc. of the 4. Dortmunder Fuzzy-Tage, Springer Verlag, 1994 |
| , and , Modifications of Genetic Algorithms for Designing and Optimizing Fuzzy Controllers, in: Proc. IEEE International Conference on Evolutionary Computation, pages 28--33, 1994 |
| , , and , Possibilistic Inference and Data Fusion, in: Proc. Second European Congress on Fuzzy and Intelligent Technologies (EUFIT'94), pages 46--47, 1994 |
| 1-50 | 51-86 |