Unsupervised Learning Algorithms

Language: English

Published by Springer International Publishing Mai 2016, 2016

3319242091 / 9783319242095

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how withthe proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous applications including pattern recognition, market basket analysis, web mining, social network analysis, information retrieval, recommender systems, market research, intrusion detection, and fraud detection. They present how the difficulty of developing theoretically sound approaches that are amenable to objective evaluation have resulted in the proposal of numerous unsupervised learning algorithms over the past half-century. The intended audience includes researchers and practitioners who are increasingly using unsupervised learning algorithms to analyze their data. Topics of interest includeanomaly detection, clustering, feature extraction, and applications of unsupervised learning. Each chapter is contributed by a leading expert in the field. 568 pp. Englisch.…

Seller Inventory # 9783319242095

Title
Unsupervised Learning Algorithms
Author
Kemal Aydin
Publisher
Springer International Publishing Mai 2016
Publication year
2016
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319242091
ISBN 13
9783319242095
Item weight
1,010 grams
Dimensions
241x160x36 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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