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Books > Computing & IT > Applications of computing > Databases > Data mining

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Unsupervised Learning Algorithms (Paperback, Softcover reprint of the original 1st ed. 2016) Loot Price: R4,698
Discovery Miles 46 980
Unsupervised Learning Algorithms (Paperback, Softcover reprint of the original 1st ed. 2016): M. Emre Celebi, Kemal Aydin

Unsupervised Learning Algorithms (Paperback, Softcover reprint of the original 1st ed. 2016)

M. Emre Celebi, Kemal Aydin

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Loot Price R4,698 Discovery Miles 46 980 | Repayment Terms: R440 pm x 12*

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This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the 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 include anomaly detection, clustering, feature extraction, and applications of unsupervised learning. Each chapter is contributed by a leading expert in the field.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Release date: May 2018
First published: 2016
Editors: M. Emre Celebi • Kemal Aydin
Dimensions: 235 x 155 x 29mm (L x W x T)
Format: Paperback
Pages: 558
Edition: Softcover reprint of the original 1st ed. 2016
ISBN-13: 978-3-319-79590-4
Categories: Books > Computing & IT > Internet > Network computers
Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General
Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision
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LSN: 3-319-79590-2
Barcode: 9783319795904

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