Emerging Paradigms in Machine Learning

Language: English

Published by Springer Berlin Heidelberg Jul 2012, 2012

3642286984 / 9783642286988

Series: Book 22 of 235 - Smart Innovation, Systems and Technologies

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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 presents fundamental topics and algorithms that form the core of machine learning (ML) research, as well as emerging paradigms in intelligent system design. The multidisciplinary nature of machine learning makes it a very fascinating and popular area for research. The book is aiming at students, practitioners and researchers and captures the diversity and richness of the field of machine learning and intelligent systems. Several chapters are devoted to computational learning models such as granular computing, rough sets and fuzzy sets An account of applications of well-known learning methods in biometrics, computational stylistics, multi-agent systems, spam classification including an extremely well-written survey on Bayesian networks shed light on the strengths and weaknesses of the methods. Practical studies yielding insight into challenging problems such as learning from incomplete and imbalanced data, pattern recognition of stochastic episodic events and on-line mining of non-stationary data streams are a key part of this book. 520 pp. Englisch.

Seller Inventory # 9783642286988

Title
Emerging Paradigms in Machine Learning
Author
Sheela Ramanna
Publisher
Springer Berlin Heidelberg Jul 2012
Publication year
2012
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642286984
ISBN 13
9783642286988
Item weight
939 grams
Dimensions
241x160x33 mm
Series
Book 22 of 235: Smart Innovation, Systems and Technologies

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.74US$ 26.74
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BuchWeltWeit Ludwig Meier e.K.

Germany