Clusters, Orders, and Trees: Methods and Applications
In Honor of Boris Mirkin's 70th Birthday
Editors: Aleskerov, F.T., Goldengorin, Boris, Pardalos, Panos (Eds.)
Free Preview- Contains new models and algorithms for knowledge discoveries
- Features new tools for developing practical algorithms for solving problems in data analysis
- Opens a new direction in addressing difficult questions in data analysis for either well-known tools (like K-means) or recently developed advanced tools
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- About this book
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The volume is dedicated to Boris Mirkin on the occasion of his 70th birthday. In addition to his startling PhD results in abstract automata theory, Mirkin’s ground breaking contributions in various fields of decision making and data analysis have marked the fourth quarter of the 20th century and beyond. Mirkin has done pioneering work in group choice, clustering, data mining and knowledge discovery aimed at finding and describing non-trivial or hidden structures—first of all, clusters, orderings and hierarchies—in multivariate and/or network data.
This volume contains a collection of papers reflecting recent developments rooted in Mirkin’s fundamental contribution to the state-of-the-art in group choice, ordering, clustering, data mining and knowledge discovery. Researchers, students and software engineers will benefit from new knowledge discovery techniques and application directions.
- Table of contents (23 chapters)
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Three and One Questions to Dr. B. Mirkin About Complexity Statistics
Pages 1-9
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A Polynomial Algorithm for a Class of 0–1 Fractional Programming Problems Involving Composite Functions, with an Application to Additive Clustering
Pages 13-50
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Experiments with a Non-convex Variance-Based Clustering Criterion
Pages 51-62
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Strategy-Proof Location Functions on Finite Graphs
Pages 63-75
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A Pseudo-Boolean Approach to the Market Graph Analysis by Means of the p-Median Model
Pages 77-89
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Table of contents (23 chapters)
- Download Preface 1 PDF (70.2 KB)
- Download Sample pages 1 PDF (571.8 KB)
- Download Table of contents PDF (77.9 KB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Clusters, Orders, and Trees: Methods and Applications
- Book Subtitle
- In Honor of Boris Mirkin's 70th Birthday
- Editors
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- F.T. Aleskerov
- Boris Goldengorin
- Panos Pardalos
- Series Title
- Springer Optimization and Its Applications
- Series Volume
- 92
- Copyright
- 2014
- Publisher
- Springer-Verlag New York
- Copyright Holder
- Springer Science+Business Media New York
- eBook ISBN
- 978-1-4939-0742-7
- DOI
- 10.1007/978-1-4939-0742-7
- Hardcover ISBN
- 978-1-4939-0741-0
- Softcover ISBN
- 978-1-4939-4799-7
- Series ISSN
- 1931-6828
- Edition Number
- 1
- Number of Pages
- XI, 404
- Number of Illustrations
- 52 b/w illustrations, 28 illustrations in colour
- Topics
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