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Emerging Paradigms in Machine Learning
By Lakhmi C. Jain (editor), Robert J. Howlett (editor) and Sheela Ramanna (editor)
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Bibliographic Detail
Publisher Springer-Verlag New York Inc
Publication date August 9, 2014
Binding Paperback
Book category Adult Non-Fiction
ISBN-13 9783642435744
ISBN-10 3642435742
Dimensions 0 by 6.10 by 9.25 in.
Original list price $209.00
Summaries and Reviews
Amazon.com description: Product Description:

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.   



Editions
Hardcover
Book cover for 9783642286988
 
With Lakhmi C. Jain (other contributor) | from Springer-Verlag New York Inc (August 1, 2012)
9783642286988 | details & prices | 495 pages | 6.25 × 9.25 × 1.25 in. | 1.90 lbs | List price $209.00
About: 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.
Paperback
Book cover for 9783642435744
 
The price comparison is for this edition
With Lakhmi C. Jain (other contributor) | from Springer-Verlag New York Inc (August 9, 2014)
9783642435744 | details & prices | List price $209.00
About: 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.

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