Classification and related methods of data analysis : proceedings of the First Conference of the International Federation of Classification Societies (IFCS), Technical University of Aachen, F.R.G., 29 June - 1 July, 1987

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書誌事項

Classification and related methods of data analysis : proceedings of the First Conference of the International Federation of Classification Societies (IFCS), Technical University of Aachen, F.R.G., 29 June - 1 July, 1987

edited by Hans H. Bock

North-Holland , Sole distributors for the U.S.A. and Canada, Elsevier Science Pub. Co., 1988

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注記

Includes bibliographies and index

内容説明・目次

内容説明

A range of topics and perspectives in classification, clustering, statistics and data analysis are brought together in this volume, including surveys, new methods for clustering objects, and procedures for analysing multivariate or relational data. Emphasized are probabilistic models, pattern recognition and image analysis, the analysis of strains and molecules, algebraic methods from lattice and consensus theory, correspondence and canonical analysis, and the interference between classification and retrieval or expert systems.

目次

  • Survey Lectures. Clustering and Classification Methods. Probabilistic Methods in Cluster Analysis. Pattern Recognition and Discrimination Methods. Consensus and Aggregation Methods. Biological Taxonomy, Phylogenies, and Sequence Analysis. Similarity Representation, Scaling Methods, and Valuations. Linear Data Analysis and Extensions.lgebraic Methods of Data Analysis. Special Topics from Data Analysis and Statistics. Classification and Data Bases, Expert Systems, Information Retrieval, and Computational Aspects. Invited Papers (by: J.C. Gower
  • R.D. Luce
  • F. Murtagh
  • H. Niemann
  • R.R. Sokal
  • E.N. Trifonov
  • F. Critchley
  • I.C. Lerman
  • G. De Soete
  • M.P. Windham
  • L.C.A. Corsten
  • P.A. Devijver, M.M. Dekesel
  • J.A. Hartigan
  • T. Saito
  • K.-D. Wernecke, G. Kalb, E. Sturzebecher
  • J.P. Barthelemy, B. Monjardet
  • W.H.E. Day
  • D.P. Faith
  • B. Leclerc
  • M.D. Hendy et al.
  • D. Sankoff et al.
  • J.D. Carroll, W.S. DeSarbo, G. De Soete
  • B. Fichet
  • K.R. Gabriel, C.L. Odoroff, S. Choi
  • W.J. Heiser
  • L. Hubert, P. Arabie
  • Y. Escoufier
  • A. Rizzi
  • C.J.F. Ter Braak
  • B. Ganter
  • M. Nagel, H.-J. Dobberkau
  • E. Backer
  • F. Gebhardt).

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