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Classification, Clustering, and Data Analysis: Recent Advances and Applications (Studies in Classification, Data Analysis, and Knowledge Organization) by Jajuga K., Sokołowski A., Bock H.-H. (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?
Springer, 2002. — 459 p. — ISBN: 978-3-540-43691-1, e-ISBN: 978-3-642-56181-8. Series: Studies in Classification, Data Analysis, and Knowledge Organization. The book presents a long list of useful methods for classification, clustering and data analysis. By combining theoretical aspects with practical problems, it is designed for researchers as well as for applied statisticians and will support the fast transfer of new methodological advances to a wide range of applications. Contents: Part I. Clustering and Discrimination . Clustering . Some Thoughts about Classification. Partial Defuzzification of Fuzzy Clusters. A New Clustering Approach, Based on the Estimation of the Probability Density Function, for Gene Expression Data. Two-mode Partitioning: Review of Methods and Application of Tabu Search. Dynamical Clustering of Interval Data Optimization of an Adequacy Criterion Based on Hausdorff Distance. Removing Separation Conditions in a 1 against 3-Components Gaussian Mixture Problem. Obtaining Partitions of a Set of Hard or Fuzzy Partitions. Clustering for Prototype Selection using Singular Value Decomposition. Clustering in High-dimensional Data Spaces. Quantization of Models:
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
- Jajuga K., Sokołowski A., Bock H.-H. (Eds.)
- Publisher
- Springer Berlin Heidelberg : Imprint: Springer
- Published
- 2012
- Language
- EN
- ISBN
- 9783642561818
- Category
- nonfiction
- Subjects
- Science, Management, Business
Other editions & translations
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