Emerging Paradigms in Machine Learning

Language: English

Published by Springer, J.B. Metzler Aug 2014, 2014

3642435742 / 9783642435744

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

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This item is printed on demand - Print on Demand Titel. 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 520 pp. Englisch.

Seller Inventory # 9783642435744

Title
Emerging Paradigms in Machine Learning
Author
Sheela Ramanna
Publisher
Springer, J.B. Metzler Aug 2014
Publication year
2014
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3642435742
ISBN 13
9783642435744
Item weight
779 grams
Dimensions
235x155x28 mm
Series
Book 22 of 235: Smart Innovation, Systems and Technologies

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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