References related to Fuzzy Clustering

Books and proceedings

James C. Bezdek, James M. Keller, Raghu Krishnapuram, and Nikhil R. Pal. Fuzzy Models and Algorithms for Pattern Recognition and Image Processing. Boston, 1999.
Keywords: Classification, Clustering, Fuzzy Clustering, Fuzzy Models, Image Data. [Abstract]
Frank Höppner, Frank Klawonn, Rudolf Kruse, and Thomas A. Runkler. Fuzzy Cluster Analysis. Chichester, England, 1999.
Keywords: Clustering, Fuzzy Clustering, Rule Generation, Image Data. [Abstract]
Mika Sato, Yoshiharu Sato, and Lakhmi C. Jain. Fuzzy Clustering Models and Applications, volume 9 of Studies in Fuzziness and Softcomputing. Heidelberg, Germany, 1997.
Keywords: Clustering, Fuzzy Clustering.
Hans Bandemer and Wolfgang Näther. Fuzzy data analysis, volume 20 of Theory and decision library, Series B, Mathematical and statistical methods. 1992.
Keywords: Clustering, Similarity Measures, Fuzzy Clustering. [Abstract]

Articles in journal or book's chapters

Steven Eschrich, Jingwei Ke, Lawrence O. Hall, and Dmitry B. Goldgof. Fast Accurate Fuzzy Clustering Through Data Reduction. TFS, 11(2):262--270, 2003.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means, Image Data, Speed-up Issues. [Abstract]
Frank Höppner and Frank Klawonn. Improved Fuzzy Partitions for Fuzzy Regression Models. IJAR, 32:85--102, 2003. [ PDF ]
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means, Fuzzy Models, Sequential/Temporal Data, Regression. [Abstract]
Frank Höppner and Frank Klawonn. A Contribution to Convergence Theory of Fuzzy c-Means and Derivatives. TFS, 11(5):682--694, 2003.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
S. Miyamoto, D. Suizu, and O. Takata. Methods of Fuzzy c-Means and Possibilistic Clustering using a Quadratic Term. Scientiae Mathematicae Japonicae, 9:17--33, 2003.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means.
Frank Höppner, Frank Klawonn, and Patrik Eklund. Learning Indistinguishability from Data. Soft Computing, 6(1):6--13, 2002. [ PDF ]
Keywords: Clustering, Similarity Measures, Fuzzy Clustering, Fuzzy Models. [Abstract]
Annette Keller and Frank Klawonn. Adaption of Cluster Sizes in Objective-Function Based Fuzzy Clustering, volume IV, pages 181-199. 2002.
Keywords: Clustering, Fuzzy Clustering. [Abstract]
Michel Ménard. Fuzzy clustering and switching regression models using ambiguity and distance rejects. FSS, 128(3), 2002.
Keywords: Clustering, Fuzzy Clustering, Regression.
Michel Ménard and Michel Eboueya. Extreme physical information and objective function in fuzzy clustering. FSS, 128:285--303, 2002.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Sani Susanto, Ignatius Suharto, and Paulus Sukapto. Using the fuzzy clustering algorithm for the allocation of students. World Transactions on Engineering and Technology Education, 1(2):245--248, 2002. [ PDF ]
Keywords: Clustering, Fuzzy Clustering.
Raghu Krishnapuram, Anupam Joshi, Olfa Nasraoui, and Liyu Yi. Low-Complexity Fuzzy Relational Clustering Algorithms for Web Mining. TFS, 9(4):595--607, 2001.
Keywords: Clustering, Similarity Measures, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Reginald E. Hammah and John H. Curran. Validity Measures for the Fuzzy Cluster Analysis of Orientations. TPAMI, 22(12):1467--1472, 2000.
Keywords: Clustering, Cluster Validity Measures, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Annette Keller and Frank Klawonn. Fuzzy Clustering with Weighting of Data Variables. Int. Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 8(6):735--746, 2000.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Kohei Inoue and Kiichi Urahama. Sequential fuzzy cluster extraction by a graph spectral method. PRL, 20:699-705, 1999.
Keywords: Fuzzy Clustering, Image Data. [Abstract]
Yasser El-Sonbaty and M. A. Ismail. Fuzzy Clustering for Symbolic Data. TFS, 6(2):195--204, 1998.
Keywords: Clustering, Fuzzy Clustering. [Abstract]
Amir B. Geva. Feature Extraction and State Identification in Biomedical Signals using Hierarchical Fuzzy Clustering. MBEC, 36:608--614, 1998.
Keywords: Clustering, Cluster Validity Measures, Fuzzy Clustering, Sequential/Temporal Patterns, Medical Applications. [Abstract]
Witold Pedrycz and James Waletzky. Fuzzy Clustering with Partial Supervision. SMCB, 27(5):787--795, 1997.
Keywords: Classification, Clustering, Fuzzy Clustering. [Abstract]
M. Barni, V. Cappellini, and A. Mecocci. Comments on ``A Possibilistic Approach to Clustering''. TFS, 4(3):393--396, 1996.
Keywords: Clustering, Fuzzy Clustering. [Abstract]
James C. Bezdek. Hybrid modelling in pattern recognition and control. KBS, 8(6):359--371, 1995.
Keywords: Clustering, Fuzzy Clustering, Neural Networks. [Abstract]
Isak Gath and Dan Hoory. Fuzzy clustering of elliptic ring-shaped clusters. PRL, 16:727--741, 1995.
Keywords: Clustering, Fuzzy Clustering, Image Data. [Abstract]
Richard J. Hathaway and James C. Bezdek. Optimization of Clustering Criteria by Reformulation. TFS, 3(2):241--245, 1995.
Keywords: Clustering, Fuzzy Clustering. [Abstract]
C.V. Jawahar, P.K. Biswas, and A.K. Ray. Detection of clusters of distinct geometry: A step towards generalised fuzzy clustering. PRL, 16:1119--1123, 1995.
Keywords: Clustering, Fuzzy Clustering, Image Data. [Abstract]
Raghu Krishnapuram, Hichem Frigui, and Olfa Nasraoui. Fuzzy and Possibilistic Shell Clustering Algorithms and Their Application to Boundary Detection and Surface Approximation -- Part I. TFS, 3(1):29--43, 1995.
Keywords: Noise Handling, Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Gerardo Beni and Xiaomin Liu. A Least Biased Fuzzy Clustering Method. TPAMI, 16(9):954--960, 1994.
Keywords: Clustering, Cluster Validity Measures, Fuzzy Clustering, Multiscale Analysis. [Abstract]
Mohamed S. Kamel and Shokri Z. Selim. New Algorithms for Solving the Fuzzy Clustering Problem. PR, 27(3):421--428, 1994.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Yael Man and Isak Gath. Detection and Separation of Ring-Shaped Clusters Using Fuzzy Clustering. TPAMI, 16(8):855--861, 1994.
Keywords: Clustering, Fuzzy Clustering, Image Data. [Abstract]
Richard J. Hathaway and James C. Bezdek. Switching Regression Models and Fuzzy Clustering. TFS, 1(3):195--204, 1993.
Keywords: Clustering, Fuzzy Clustering, Regression. [Abstract]
Raghu Krishnapuram, Hichem Frigui, and Olfa Nasraoui. The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves. PRL, 14:545--552, 1993.
Keywords: Clustering, Fuzzy Clustering. [Abstract]
Raghu Krishnapuram and James M. Keller. A Possibilistic Approach to Clustering. TFS, 1(2):98--110, 1993.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Rajesh N. Davé and Kurra Bhaswan. Adaptive Fuzzy c-Shells Clustering and Detection of Ellipses. TNN, 3(5):643--662, 1992.
Keywords: Clustering, Fuzzy Clustering, Image Data. [Abstract]
Rajesh N. Davé. Characterization and detection of noise in clustering. PRL, 12:657--664, 1991.
Keywords: Noise Handling, Clustering, Fuzzy Clustering, Fuzzy c-Means, Regression. [Abstract]
Raghu Krishnapuram, Hichem Frigui, and Olfa Nasraoui. New fuzzy shell clustering algorithms for boundary detection and pattern recognition. IRCV, pp 458--465, 1991.
Keywords: Clustering, Fuzzy Clustering. [Abstract]
Isak Gath and Amir B. Geva. Unsupervised Optimal Fuzzy Clustering. TPAMI, 11(7):773-781, 1989.
Keywords: Classification, Clustering, Cluster Validity Measures, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Witold Pedrycz. Algorithms of fuzzy clustering with partial supervision. PRL, 3:13--20, 1985.
Keywords: Clustering, Fuzzy Clustering, Medical Applications. [Abstract]
Raghu Krishnapuram, Hichem Frigui, and Olfa Nasraoui. A Fuzzy Clustering Algorithm to Detect Planar and Quadric Shapes. unknown, unknown.
Keywords: Clustering, Fuzzy Clustering, Image Data. [Abstract]
Raghu Krishnapuram and James M. Keller. Fuzzy and Possibilistic Clustering Methods for Computer Vision. unknown, unknown.
Keywords: Clustering, Fuzzy Clustering.

Conference's articles

Frank Klawonn and Frank Höppner. An Alternative Approach to the Fuzzifier in Fuzzy Clustering to Obtain Better Clustering Results. In Proceedings of 3rd Eusflat, pages 730--734, 2003.
Keywords: Clustering, Fuzzy Clustering.
Frank Klawonn and Frank Höppner. What is Fuzzy About Fuzzy Clustering? -- Understanding and Improving the Concept of the Fuzzifier. In Advances in Intelligent Data Analysis, pages 254--264, 2003.
Keywords: Clustering, Fuzzy Clustering.
Michael R. Berthold, David E. Patterson, Marco Ortolani, Heiko Hofer, Frank Höppner, and Ondine Callan. Shape-Invariant Fuzzy Clustering of Proteomics Data. In NAFIPS02, 2002.
Keywords: Clustering, Fuzzy Clustering.
Marco Ortolani, Heiko Hofer, David Patterson, Frank Höppner, and Michael Berthold. Fuzzy Information Granules in Time Series Data. In FUZZIEEE02, Honolulu, Hawai, pages 695--699, 2002.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means, Sequential/Temporal Data, Medical Applications. [Abstract]
Frank Höppner and Frank Klawonn. A New Approach to Fuzzy Partitioning. In NAFIPS01, Vancouver, Canada, pages 1419--1424, 2001. [ PDF ] [ Postscript ]
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means, Sequential/Temporal Data. [Abstract]
Frank Höppner and Frank Klawonn. Fuzzy Clustering of Sampled Functions. In NAFIPS00, Atlanta, USA, pages 251--255, 2000. [ PDF ] [ Postscript ]
Keywords: Clustering, Fuzzy Clustering. [Abstract]
Frank Höppner. Piecewise Linear Function Approximation by Alternating Optimization. In Proc. of the 8th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU), Madrid, Spain, pages 1751--1757, 2000. [ PDF ] [ Postscript ]
Keywords: Piecewise Linear Representations, Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Frank Höppner and Frank Klawonn. Obtaining Interpretable Fuzzy Models from Fuzzy Clustering and Fuzzy Regression. In KES00, Brighton, UK, pages 162--165, 2000. [ PDF ] [ Postscript ]
Keywords: Clustering, Fuzzy Clustering, Fuzzy Models, Sequential/Temporal Data, Regression. [Abstract]
Annette Keller. Fuzzy Clustering with Outliers. In NAFIPS00, 2000.
Keywords: Noise Handling, Clustering, Fuzzy Clustering. [Abstract]
Amir B. Geva. Non-Stationary Time-Series Prediction Using Fuzzy Clustering. In Rajesh N. Davé and Thomas Sudkamp, editors, NAFIPS99, pages 413--417, 1999.
Keywords: Clustering, Fuzzy Clustering, Sequential/Temporal Data, Sequential/Temporal Patterns. [Abstract]
Annette Keller and Frank Klawonn. Context Sensitive Fuzzy Clustering. In NAFIPS99, pages 347--351, 1999.
Keywords: Clustering, Similarity Measures, Fuzzy Clustering, Image Data. [Abstract]
Annette Keller and Frank Klawonn. Fuzzy Clustering with Weighting of Data Variables. In Proceedings of the 1999 EUSFLAT-ESTYLF Joint Conference, Palma de Mallorca, Spain, pages 497--500, 1999.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Paul R. Kersten. Fuzzy Line Snakes. In Rajesh N. Dav'e and Thomas Sudkamp, editors, NAFIPS99, pages 52--55, 1999.
Keywords: Clustering, Fuzzy Clustering, Image Data. [Abstract]
Frank Klawonn and Annette Keller. Fuzzy Clustering Based on Modified Distance Measures. In D. J. Hand, J. N. Kok, and M. R. Berthold, editors, IDA99, Amsterdam, The Netherlands, pages 291--301, 1999.
Keywords: Clustering, Similarity Measures, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
William W. Melek, M. Reza Emami, and Andrew A. Goldenberg. An Improved robust Fuzzy Clustering Algorithm. In FUZZIEEE99, Seoul, Korea, pages 1261--1265, 1999.
Keywords: Noise Handling, Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Susana Nascimento, Boris Mirkin, and Fernando Moura-Pires. Multiple Prototype Model for Fuzzy Clustering. In D. J. Hand, J. N. Kok, and M. R. Berthold, editors, IDA99, Amsterdam, The Netherlands, pages 269--279, 1999.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Lars Pickert, Frank Klawonn, and Edgar Wingender. Fuzzy Cluster Analysis for Identification of Gene Regulation Regions. In IFSA97, Academia, Prague, pages 56--61, 1997.
Keywords: Clustering, Cluster Validity Measures, Fuzzy Clustering, Fuzzy c-Means. [Abstract]
Sani Susanto, R. D. Kennedy, and J. W. H. dan Price. A preliminary study of a fuzzy clustering and assignment problem-based cell formation algorithm. In Proc. of Int. Conf. on Manufacturing Automation, Hong Kong, pages 95--104, 1997. [ PDF ]
Keywords: Clustering, Fuzzy Clustering.
Frank Klawonn and Rudolf Kruse. Derivation of Fuzzy Classification Rules from Multidimensional Data. In G.E. Lasker and X. Liu, editors, Advances in Intelligent Data Analysis, Windsor, Ontario, pages 90--94, 1995.
Keywords: Classification, Clustering, Fuzzy Clustering. [Abstract]
Donald E. Gustafson and William C. Kessel. Fuzzy Clustering with a Fuzzy Covariance Matrix. In Proc. of the IEEE Conference on Decision and Control, pages 761--766, 1979.
Keywords: Clustering, Fuzzy Clustering, Fuzzy c-Means. [Abstract]

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last update: Tue Dec 7 08:49:56 CET 2004