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Classification, Clustering, and Data Analysis: Recent Advances and Applications (Studies in Classification, Data Analysis, and Knowledge Organization) by Frank Hampel (auth.), Prof. Krzysztof Jajuga, Prof. Andrzej Sokołowski, Prof. Hans-Hermann Bock (eds.) is a nonfiction available to read on EtoBox.
What is Classification, Clustering, and Data Analysis: Recent Advances and Applications (Studies in Classification, Data Analysis, and Knowledge Organization) about?
The present volume contains a selection of papers presented at the Eighth Conference of the International Federation of Classification Societies (IFCS) which was held in Cracow, Poland, July 16-19, 2002. All originally submitted papers were subject to a reviewing process by two independent referees, a procedure which resulted in the selection of the 53 articles presented in this volume. These articles relate to theoretical investigations as well as to practical applications and cover a wide range of topics in the broad domain of classifi cation, data analysis and related methods. If we try to classify the wealth of problems, methods and approaches into some representative (partially over lapping) groups, we find in particular the following areas: • Clustering • Cluster validation • Discrimination • Multivariate data analysis • Statistical methods • Symbolic data analysis • Consensus trees and phylogeny • Regression trees • Neural networks and genetic algorithms • Applications in economics, medicine, biology, and psychology. Given the international orientation of IFCS conferences and the leading role of IFCS in the scientific world of classification, clustering and data anal ysis, t
Who reads Classification, Clustering, and Data Analysis: Recent Advances and Applications (Studies in Classification, Data Analysis, and Knowledge Organization)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Frank Hampel (auth.), Prof. Krzysztof Jajuga, Prof. Andrzej Sokołowski, Prof. Hans-Hermann Bock (eds.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Published
- 2002
- Language
- EN
- ISBN
- 9783642561818
- Category
- nonfiction
- Subjects
- Mathematics, Computer Science, Science
Other editions & translations
More by Frank Hampel (auth.), Prof. Krzysztof Jajuga, Prof. Andrzej Sokołowski, Prof. Hans-Hermann Bock (eds.)
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