References related to Fuzzy c-Means

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. Speeding up Fuzzy c-Means: Using a Hierarchical Data Organisation to Control the Precision of Membership Calculation. FSS, 128(3):365--378, 2002.
Keywords: Clustering, Fuzzy c-Means, Speed-up Issues. [Abstract]
John F. Kolen and Tim Hutcheson. Reducing the Time Complexity of the Fuzzy c-Means Algorithm. TFS, 10(2):263--267, 2002.
Keywords: Clustering, Fuzzy c-Means, Speed-up Issues. [Abstract]
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]
Richard J. Hathaway and James C. Bezdek. Fuzzy c-Means Clustering of Incomplete Data. SMCB, 31(5):735--744, 2001.
Keywords: Clustering, Fuzzy c-Means. [Abstract]
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]
A. Joentgen, L. Mikenina, R. Weber, and H.-J. Zimmermann. Dynamic fuzzy data analysis based on similarity between functions. FSS, 105:81--90, 1999.
Keywords: Classification, Clustering, Similarity Measures, Fuzzy c-Means. [Abstract]
Sani Susanto, Robert Damian Kennedy, and John W.H. Price. A new fuzzy c-means and assignment technique-based cell formation algorithm to perform part-type clusters and machine-type clusters separately. Production Planning and Control, 10(4):375--388, 1999. [ PDF ]
Keywords: Clustering, Fuzzy c-Means.
M. Ramze Rezaee, B. P. F. Lelieveldt, and J. H. C. Reiber. A new cluster validity index for the fuzzy c-means. PRL, 19:237--246, 1998.
Keywords: Clustering, Cluster Validity Measures, Fuzzy c-Means. [Abstract]
Nicolaos B. Karayiannis and James C. Bezdek. An Integrated Approach to Fuzzy Learning Vector Quantization and Fuzzy c-Means Clustering. TFS, 5(4):622-628, 1997.
Keywords: Discretization, Classification, Clustering, Fuzzy c-Means. [Abstract]
Nikhil R. Pal and James C. Bezdek. Corrections to ``On Cluster Validity for the Fuzzy c-Means Model''. TFS, 5(1):152--153, 1997.
Keywords: Clustering, Cluster Validity Measures, Fuzzy c-Means. [Abstract]
Raghu Krishnapuram and James M. Keller. The Possibilistic c-Means Algorithm: Insights and Recommendations. TFS, 4(3):385--393, 1996.
Keywords: Clustering, Fuzzy c-Means. [Abstract]
Witold Pedrycz. Conditional Fuzzy c-Means. PRL, 17:625--631, 1996.
Keywords: Clustering, Similarity Measures, Fuzzy c-Means. [Abstract]
James C. Bezdek, Richard J. Hathaway, and Nikhil R. Pal. Norm-Induced Shell-Prototypes (NISP) Clustering. NPSC, 3:431--450, 1995.
Keywords: Clustering, Similarity Measures, Fuzzy c-Means. [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]
Nikhil R. Pal and James C. Bezdek. On Cluster Validity for the Fuzzy c-Means Model. TFS, 3(3):370--379, 1995.
Keywords: Clustering, Cluster Validity Measures, Fuzzy c-Means. [Abstract]
Stephen L. Chui. Fuzzy Model Identification based on cluster estimation. JIFS, 2:267--278, 1994.
Keywords: Clustering, Fuzzy c-Means, Mountain Method, Fuzzy Models, Sequential/Temporal Data. [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]
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]
Leon Bobrowski and James C. Bezdek. $c$-Means Clustering with the $L_1$ and $L_\infty$ Norms.. SMC, 21(3):545--554, 1991.
Keywords: Clustering, Similarity Measures, Fuzzy c-Means. [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]
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]
James C. Bezdek, Richard J. Hathaway, Michael J. Sabin, and William T. Tucker. Convergence Theory for Fuzzy c-Means: Counterexamples and Repairs. SMC, 17(5):873--877, 1987.
Keywords: Clustering, Fuzzy c-Means, Sequential/Temporal Data. [Abstract]
Robert L. Cannon, Jitendra V. Dave, and James C. Bezdek. Efficient implementation of the fuzzy c-means clustering algorithms. TPAMI, 8(2):248--255, 1986.
Keywords: Clustering, Fuzzy c-Means, Image Data, Speed-up Issues. [Abstract]

Conference's articles

Terence Kwok, Kate Smith, Sebastian Lozano, and David Taniar. Parallel Fuzzy c-Means Clustering for Large Data Sets. In Burkhard Monien and Rainer Feldmann, editors, EUROPAR02, volume 2400 of LNCS, pages 365--374, 2002.
Keywords: Clustering, Fuzzy c-Means. [Abstract]
S. Miyamoto and D. Suizu. Fuzzy c-means clustering using transformations into high dimensional spaces. In Int. Conf. on Fuzzy Systems and Knowledge Discovery, volume 2, Singapore, pages 656--660, 2002.
Keywords: Clustering, Fuzzy c-Means.
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]
Graziano Frosini, Beatrice Lazzerini, and Francesco Marcelloni. A modified Fuzzy c-Means Algorithm for Feature Selection. In Thomas Whalen, editor, NAFIPS00, Atlanta, Georgia, USA, pages 148--152, 2000.
Keywords: Classification, Clustering, Fuzzy c-Means, Nearest Neighbour Methods. [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]
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]
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]
Olfa Nasraoui, Raghu Krishnapuram, and Anupam Joshi. Relational Clustering Based on a New Robust Estimator with Application to Web Mining. In NAFIPS99, pages 705--709, 1999.
Keywords: Noise Handling, Clustering, Similarity Measures, Fuzzy c-Means, Sequential/Temporal Data. [Abstract]
Rajesh N. Davé and Sumit Sen. On Generalizing the Noise Clustering Algorithms. In Proceedings of the 7th Fuzzy Systems Association World Congress (IFSA'97), volume III, pages 205--210, 1997.
Keywords: Noise Handling, Clustering, Fuzzy c-Means. [Abstract]
Paul R. Kersten. Implementation Issues in the Fuzzy c-Medians Algorithm. In Proceedings of the 6th International Conference on Fuzzy Systems, Barcelona, Spain, pages 957--962, 1997.
Keywords: Noise Handling, Clustering, Fuzzy c-Means. [Abstract]
Nikhil R. Pal, Kuhu Pal, and James C. Bezdek. A Mixed c-Means Clustering Model. In FUZZIEEE97, pages 11-21, 1997.
Keywords: Noise Handling, 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]
Doron Hershfinkel and Its'hak Dinstein. Accelerated Fuzzy C-Means Clustering Algorithm. In B. Bosachi and James C. Bezdek, editors, Proceedings SPIE Applications of Fuzzy Logic Technology III, volume 2761, pages 41--52, 1996.
Keywords: Clustering, Fuzzy c-Means, Speed-up Issues. [Abstract]
Tai Wai Cheng, Dimitry B. Goldgof, and Lawrence O. Hall. Fast Clustering with Application to Fuzzy Rule Generation. In Proceedings of the 4th IEEE International Conference on Fuzzy Systems, Yokohama, Japan, pages 2289--2295, 1995.
Keywords: Sampling, Classification, Clustering, Fuzzy c-Means, Rule Generation, Image Data, Speed-up Issues. [Abstract]
B. Uma Shankar and N.R. Pal. FFCM: An effective approach for large data sets. In Proceedings of the 3rd International Conference on Fuzzy Logic, Neural Nets and Soft Computing, Iizuka, Japan, pages 331--332, 1994.
Keywords: Sampling, Clustering, Fuzzy c-Means, Speed-up Issues. [Abstract]
J. J. de Gruyter and A. B. McBratney. A Modified Fuzzy k-Means Method for Predictive Classification. In H. H. Bock, editor, Classification and Related Methods of Data Analysis, pages 97--104, 1988.
Keywords: Classification, Clustering, Fuzzy c-Means. [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