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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 journal and type
| 1-50 | 51-86 |
Fuzzy Sets and Systems
| , , and , Constructing a Fuzzy Controller from Data (1997), in: Fuzzy Sets and Systems, 85(177--193) |
| , and , Equality Relations as a Basis for Fuzzy Control (1993), in: Fuzzy Sets and Systems, 54(147--156) |
IEEE Transactions on Fuzzy Systems
| , and , Fuzzy Control on the Basis of Equality Relations with Example from Idle Speed Control (1995), in: IEEE Transactions on Fuzzy Systems, 3:3(336--356) |
Informatik, Forschung und Entwicklung
| , and , Erlernen von Fuzzy-Regeln (1997), in: Informatik, Forschung und Entwicklung, 12:1(2--6) |
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS)
| , 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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KI
| , , and , Modellierung von Vagheit und Unsicherheit- Fuzzy Logic und andere Kalküle (1991), in: KI, 4 |
Mathware and Soft Computing
| and , A Lukasiewicz Logic Based Prolog (1994), in: Mathware and Soft Computing, 1(5--29) |
Proceedings of the conference on Information Visualization
| , and , POLARMAP - Efficient Visualisation of High Dimensional Data (2006), in: Proceedings of the conference on Information Visualization(731--740) |
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Soft Computing - A Fusion of Foundations, Methodologies and Applications
| , 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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Soft Computing: A Fusion of Foundations, Methodologies and Applications
| , , 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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Spektrum der Wissenschaft
| , , and , Neuronale Fuzzy-Systeme (1997), in: Spektrum der Wissenschaft:4(92--99) |
| , and , Neuronale Fuzzy--Systeme (1995), in: Spektrum der Wissenschaft, Juli:Heft 6/1995(34--41) |
Wissenschaftliche Zeitschrift der Humboldt-Universität zu Berlin, R. Medizin
| , and , Fuzzy Sets, Fuzzy Controllers, and Neural Networks (1992), in: Wissenschaftliche Zeitschrift der Humboldt-Universität zu Berlin, R. Medizin, 41:4(99--120) |
Publications of type Book
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 |
2011
| , , , , and , Computational Intelligence: Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze, Vieweg+Teubner, Computational Intelligence, 2011 |
2006
| , , and , Fuzzy Control: Fundamentals, Stability and Design of Fuzzy Controllers, Springer, 2006 |
2004
| , and , Evolutionäre Algorithmen, Vieweg, 2004 |
2003
| , , and , Neuro-Fuzzy-Systeme --- Von den Grundlagen künstlicher Neuronaler Netze zu modernen Fuzzy-Systemen, Vieweg, 2003 |
2002
| , , and , Fuzzy-Regler: Grundlagen, Entwurf, Synthese, Springer, 2002 |
1999
| , , and , Fuzzy Clustering, Wiley, 1999 |
1997
| , and , Foundations of Neuro-Fuzzy Systems, Wiley, 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 |
1995
| , and , Fuzzy-Systeme, Teubner, Leitfäden und Monographien der Informatik, 1995 |
1994
| , and , Foundations of Fuzzy Systems, Wiley, 1994 |
| , and , Neuronale Netze und Fuzzy--Systeme, Vieweg, 1994 |
Publications of type Inbook
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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2004
| and , The Inherent Indistinguishability in Fuzzy Systems Logic versus Approximation, pages 6--17, Springer, 2004 |
1999
| and , Techniques and Applications of Control Systems Based on Knowledge-Based Interpolation, Academic Press, Fuzzy Theory Systems, volume 1, 1999 |
1997
| , and , Fuzzy Shell Cluster Analysis, pages 105--120, Springer, Learning, Networks and Statistics, 1997 |
| , , and , Two paradigms of automotive fuzzy logic applications, Prentice Hall, Applications of Fuzzy Logic - Towards High Machine Intelligence, 1997 |
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 , Clustering Methods in Fuzzy Control, pages 195--202, Springer, From Data to Knowledge: Theoretical and Practical Aspects of Cla, 1995 |
| and , Derivation of Fuzzy Classificatio Rules from Multidimensional Data, pages 90--94, The International Institute for Advanced Studies in Systems Research and Cybernetics, Advances in Intelligent Data Analysis, 1995 |
1994
| and , Mass Distributions on L-Fuzzy Sets and Families of Frames of Discernment, pages 239--250, Wiley, Advances in Dempster-ShaferTheory of Evidence, 1994 |
1993
| , and , Numerical and Logical Approaches to Fuzzy Set Theory by the Context Model, pages 365--376, Kluwer, Theory and Decision Library, Series D, 1993 |
| , and , The Context Model from the Viewpoint of Logic, pages 288--295, Springer, Operations research Proceedings 1992, 1993 |
1992
| and , Numerische Methoden zur Verarbeitung unsicherer Informationen in wissensbasierten Systemen. Konzeption und Einsatz von Umweltinformationssystemen, pages 169--176, Springer, Informatik-Fachberichte, 1992 |
| , , and , Reasoning under Uncertainty with Temporal Aspects, pages 572--580, Springer, Industrial and Engineering Application of Artificial Intelligenc, 1992 |
Publications of type Incollection
2012
| , and , Assembly Detection in Continuous Neural Spike Train Data, in: Advances in Intelligent Data Analysis XI, pages 78-89, Springer Berlin / Heidelberg, 2012 |
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 , Single Cluster Visualization to Optimize Air Traffic Management, in: Advances in Data Analysis, pages 319--325, Springer, 2007 |
Publications of type Inproceedings
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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| 1-50 | 51-86 |