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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
| 1-50 | 51-86 |
2015
| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Springer Vieweg, 2015 |
2013
| , , , , and , Computational Intelligence: A Methodological Introduction, Springer, Texts in Computer Science, 2013 |
2012
| , and , Assembly Detection in Continuous Neural Spike Train Data, in: Advances in Intelligent Data Analysis XI, pages 78-89, Springer Berlin / Heidelberg, 2012 |
| , 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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2011
| , 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 , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Vieweg+Teubner, Computational Intelligence, 2011 |
| , 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 , 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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2009
| , and , Density-Based Multidimensional Scaling, in: Cooperation in Classification and Data Analsis, pages 53--60, Springer, 2009 |
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| , , 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 |
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 , Similarity Relations and Independence Concepts, in: Preferences and Similarities, pages 179-196, Springer, 2008 |
| , and , Visualization of High-Dimensional Data with Polar Coordinates, in: Encyclopedia of Data Warehousing and Mining, pages 2062--2067, Information Science Reference, 2008 |
2007
| , 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 , 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 , Single Cluster Visualization to Optimize Air Traffic Management, in: Advances in Data Analysis, pages 319--325, Springer, 2007 |
| , , 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 , Visualization of Fuzzy Classifiers (2007), in: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), 15:5(615--624) |
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2006
| , , and , Fuzzy Control: Fundamentals, Stability and Design of Fuzzy Controllers, Springer, 2006 |
| , and , POLARMAP - Efficient Visualisation of High Dimensional Data (2006), in: Proceedings of the conference on Information Visualization(731--740) |
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| , , 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 Single Clusters, in: ICAISC, pages 663-671, 2006 |
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2005
| , 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 |
2004
| , and , Ausrei\{ss}ererkennung mit Fuzzy-Clustering-Methoden, in: Proc. 14. Workshop Fuzzy-Systeme und Computational Intelligence, Universitätsverlag Karlsruhe, 2004 |
| , and , Evolutionäre Algorithmen, Vieweg, 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 , The Inherent Indistinguishability in Fuzzy Systems Logic versus Approximation, pages 6--17, Springer, 2004 |
2003
| , , and , Neuro-Fuzzy-Systeme --- Von den Grundlagen künstlicher Neuronaler Netze zu modernen Fuzzy-Systemen, Vieweg, 2003 |
2002
| , and , An Extension of Partially Supervised Fuzzy Cluster, in: Proc. of International Conf. of the North American Fuzzy Information (NAFIPS), 2002 |
| , , and , Fuzzy-Regler: Grundlagen, Entwurf, Synthese, Springer, 2002 |
1999
| , , and , Fuzzy Clustering, Wiley, 1999 |
| and , Techniques and Applications of Control Systems Based on Knowledge-Based Interpolation, Academic Press, Fuzzy Theory Systems, volume 1, 1999 |
1997
| , , and , Constructing a Fuzzy Controller from Data (1997), in: Fuzzy Sets and Systems, 85(177--193) |
| , and , Erlernen von Fuzzy-Regeln (1997), in: Informatik, Forschung und Entwicklung, 12:1(2--6) |
| , , 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 |
| , 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 , Foundations of Neuro-Fuzzy Systems, Wiley, 1997 |
| , and , Fuzzy Shell Cluster Analysis, pages 105--120, Springer, Learning, Networks and Statistics, 1997 |
| , , and , Neuronale Fuzzy-Systeme (1997), in: Spektrum der Wissenschaft:4(92--99) |
| and , Techniques and applications of control systems based on knowledge based interpolation, pages 431-460, Academic Press, 1997 |
| , , and , Two paradigms of automotive fuzzy logic applications, Prentice Hall, Applications of Fuzzy Logic - Towards High Machine Intelligence, 1997 |
1996
| , and , Foundations of Neuro--Fuzzy Systems, Wiley, 1996 |
| , and , Fuzzy-Clusteranalyse. Verfahren für die Bilderkennung, Klassifikation und Datenanalyse, Vieweg, Computational Intelligence, 1996 |
| , and , Neuronale Netze und Fuzzy-Systeme, Vieweg, Series Artificial Intelligence, 1996 |
| , and , Sequential Optimization of Multidimensional Controllers Using Genetic Algorithms and Fuzzy Situations, pages 419--444, Physica-Verlag, Genetic Algorithms and Soft Computing, 1996 |
1995
| and , Automatic Generation of Fuzzy Controllers by Fuzzy Clustering, in: Proc. IEEE International Conference on Systems, Man and Cybernetics, 1995 |
| and , Clustering Methods in Fuzzy Control, pages 195--202, Springer, From Data to Knowledge: Theoretical and Practical Aspects of Cla, 1995 |
| 1-50 | 51-86 |