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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 first author
| 1-50 | 51-86 |
N
| , , and , Neuro-Fuzzy-Systeme --- Von den Grundlagen künstlicher Neuronaler Netze zu modernen Fuzzy-Systemen, Vieweg, 2003 |
| , and , Foundations of Neuro-Fuzzy Systems, Wiley, 1997 |
| , and , Neuronale Netze und Fuzzy-Systeme, Vieweg, Series Artificial Intelligence, 1996 |
| , and , Foundations of Neuro--Fuzzy Systems, Wiley, 1996 |
| , and , Neuronale Netze und Fuzzy--Systeme, Vieweg, 1994 |
| , and , Fuzzy Sets, Fuzzy Controller and Neural Networks, in: Proc. Physiological Aspects of Regulation between Chaos and Reflex, 1992 |
| , and , Fuzzy Sets, Fuzzy Controllers, and Neural Networks (1992), in: Wissenschaftliche Zeitschrift der Humboldt-Universität zu Berlin, R. Medizin, 41:4(99--120) |
| , and , Combining Neural Networks and Fuzzy Controllers, in: Fuzzy Logic in Artificial Intelligence (FLAI93), pages 35--46, Springer--Verlag, 1993 |
| , , and , Reasoning under Uncertainty with Temporal Aspects, pages 572--580, Springer, Industrial and Engineering Application of Artificial Intelligenc, 1992 |
R
| , 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 , 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 , 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 , POLARMAP - Efficient Visualisation of High Dimensional Data (2006), in: Proceedings of the conference on Information Visualization(731--740) |
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| , and , Visualization of Single Clusters, in: ICAISC, pages 663-671, 2006 |
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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 , Visualizing single fuzzy c-means clusters, in: 15. Workshop Computational Intelligence, Gesellschaft für Informatik, 2005 |
| , and , Ausrei\{ss}ererkennung mit Fuzzy-Clustering-Methoden, in: Proc. 14. Workshop Fuzzy-Systeme und Computational Intelligence, Universitätsverlag Karlsruhe, 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 , Single Cluster Visualization to Optimize Air Traffic Management, in: Advances in Data Analysis, pages 319--325, Springer, 2007 |
| , and , Density-Based Multidimensional Scaling, in: Cooperation in Classification and Data Analsis, pages 53--60, Springer, 2009 |
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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 , 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 , 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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S
| , and , Genetic Algorithms and Fuzzy Situations for Sequential Optimization of Control Surfaces, in: Proc. ISUMA/NAFIPS'95, pages 777--781, 1995 |
| , and , Sequential Optimization of Multidimensional Controllers Using Genetic Algorithms and Fuzzy Situations, pages 419--444, Physica-Verlag, Genetic Algorithms and Soft Computing, 1996 |
| , , and , Two paradigms of automotive fuzzy logic applications, Prentice Hall, Applications of Fuzzy Logic - Towards High Machine Intelligence, 1997 |
| , and , Equality Relations as a Basis for Fuzzy Control (1993), in: Fuzzy Sets and Systems, 54(147--156) |
T
| , and , An Extension of Partially Supervised Fuzzy Cluster, in: Proc. of International Conf. of the North American Fuzzy Information (NAFIPS), 2002 |
| , and , Flexible Fuzzy Clustering for Data Analysis as a Plug-In Library for Data Engine, in: Proc. AFN Jahrestagung 1997 (AFN'97), pages 91--96, 1997 |
| , , and , Flexible Fuzzy Clustering for Data Analysis as a Plug-In Library for Data Engine, in: Proc. 1st International Data Analysis Symposium, pages 67--71, 1997 |
W
| , , 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 , 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 , 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 , 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 , 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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| 1-50 | 51-86 |