
| Title / Author(s) |
Year / Publisher |
Comments |
| Algorithms for Clustering Data Anil K. Jain, Richard C. Dubes | 1987 John Wiley & Sons | |
| Applied Discriminant Analysis Book and Disk Carl J. Huberty | 1994 John Wiley & Sons | |
| Classification, Pattern Recognition, and Reduction of Dimension P. R. Krishnaiah, L. N. Kanal | 1982 Elsevier Science Ltd | |
| Cluster Analysis Brian S. Everitt | 1993 John Wiley & Sons | |
| Cluster Analysis Mark Aldenderfer, Rogert Blashfield | 1984 Sage Publications | |
| Cluster Analysis for Researchers H. Charles Romesburg | 1990 Krieger Publishing Company | |
| Clustering and Classification (Hardcover or Paperback) Phipps Arabie, L. J. Hubert, G. De Soete | 1996 World Scientific Pub Co | |
| Computer-Assisted Reasoning in Cluster Analysis/Book and Disk E. Backer | 1995 World Scientific Pub Co | A textbook for a course in cluster analysis for graduate students in computer science, engineering, and related fields. Introduces the methodology of cluster analysis, knowledge-based expert systems, and reasoning under uncertainty. Includes the EDAPLUS software package. |
| Finding Groups in Data: An Introduction to Cluster Analysis Leonard Kaufman, Peter J. Rousseeuw | 1990 John Wiley & Sons | An introduction to the practical application of cluster analysis, this text presents a selection of methods which together can deal with most applications. These methods are chosen for their robustness, consistency and general applicability. |
| Fuzzy Models for Pattern Recognition : Methods That Search for Structures in Dat James C. Bezdek, Sankar K. Pal (Editor), Sankar E. Pal | 1992 IEEE | Collections seminal papers on the subject, beginning with Zadeh's original 1965 article on fuzzy sets and proceedings chronologically through the evolution of fuzzy algorithms for feature analysis, clustering, classifier design, neural network learning, image processing, and computer vision. |
| Mathematical Classification and Clustering Boris Mirkin | 1996 Kluwer Academic Pub | The goal of the book is threefold: first, to serve as a reference for the enormous amount of existing clustering concepts and methods; second, to be used as a textbook; and, third, to present the author's and his Russian colleagues' results in the perspective of current developments. |
| Mixture Models : Inference and Applications to Clustering Geoffrey J. McLachlan, Kaye E. Basford | 1987 Marcel Dekker | |
| Pattern Recognition With Fuzzy Objective Function Algorithms James C. Bezdek | 1981 Plenum Pub Corp | |
| Pattern-Analytical Clustering : Theory, Method, Research, and Configural Findings Louis L. McQuitty | 1987 University Press of America | |
| Similarity and Clustering in Chemical Information Systems Peter Willett | 1987 John Wiley & Sons | |
| The Interpretation of Analytical Chemical Data by the Use of Cluster Analysis Desire L. Massart | 1989 Krieger Publishing Company | An introduction to the practical application of cluster analysis, this text presents a selection of methods which together can deal with most applications. These methods are chosen for their robustness, consistency and general applicability. |
| Construction and Assessment of Classification Rules D. J. Hand | 1997 John Wiley & Sons | |
| Introduction to Configural Frequency Analysis : The Search for Types and Antitypes in Cross-Classifications Alexander Von Eye | 1990 Cambridge Univ Pr | Use of Discriminant Analysis |
| Discriminant Analysis William R. Klecka | 1980 Sage Pubns | |
| Clustering and Classification Phipps Arabie, Lawrence J. Hubert, Geert Soete | 1996 World Scientific Pub Co | |
| Classification, Pattern Recognition, and Reduction of Dimension P. R. Krishnaiah, L. N. Kanal | 1982 Elsevier Science Ltd | |
| Classification As a Tool of Research W. Gaul, M. Schader | 1986 Elsevier Science Ltd | |
| Applied Discriminant Analysis/Book and Disk Carl J. Huberty | 1994 John Wiley & Sons |