References related to Regression

Books and proceedings

Michael Irwin Jordan, editor. Learning in Graphical Models. 1999.
Keywords: Clustering, Neural Networks, Bayesian Networks, Regression. [Abstract]
Vladimir S. Cherkassky and Filip Mulier. Learning from Data. 1998.
Keywords: Classification, Regression. [Abstract]
L. Breiman, J. H. Friedman, R. A. Olshen, and C. J. Stone. Classification and Regression Trees. Wadsworth, CA, 1984.
Keywords: Classification, Regression.
Karl Bosch. Elementare Einführung in die angewandte Statistik. 1976.
Keywords: Regression. [Abstract]

Articles in journal or book's chapters

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]
Michel Ménard. Fuzzy clustering and switching regression models using ambiguity and distance rejects. FSS, 128(3), 2002.
Keywords: Clustering, Fuzzy Clustering, Regression.
Shounak Roychowdhury and Witold Pedrycz. Modeling temporal functions with granular regression and fuzzy rules. FSS, 126:377--387, 2002.
Keywords: Sequential/Temporal Data, Regression. [Abstract]
Frank Klawonn and Rudolf Kruse. Techniques and Applications of Control Systems Based on Knowledge-Based Interpolation. In Fuzzy Theory Systems: Techniques and Applications, volume 1, pages 431--460. 1999.
Keywords: Similarity Measures, Sequential/Temporal Data, Regression. [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]
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]
Jerome H. Friedman. Multivariate Adaptive Regression Splines (with discussion). Ann. Stat., 19:1--141, 1991.
Keywords: Splines, Regression.

Conference's articles

Victor Medino-Chico, Alberto Suárez, and James F. Lutsko. Backpropagation in Decision Trees for Regression. In ECML01, volume 2167 of LNAI, Freiburg, Germany, pages 348--359, 2001.
Keywords: Decision Trees, Neural Networks, Regression. [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]

Internal reports

Scott Gaffney and Padhraic Smyth. Trajectory Clustering with Mixtures of Regression Models. Technical report 99-15, 1999.
Keywords: Classification, Clustering, Sequential/Temporal Data, Regression. [Abstract]

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