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Granular Computing Based Machine Learning

Pub Date : 2017-11-04 | Author : Han Liu | Publisher : Springer

ISBN 10 : 9783319700588
ISBN 13 : 3319700588

This book explores the significant role of granular computing in advancing machine learning towards in-depth processing of big data. It begins by introducing the main characteristi..


Granular Computing And Decision Making

Pub Date : 2015-04-21 | Author : Witold Pedrycz | Publisher : Springer

ISBN 10 : 9783319168296
ISBN 13 : 3319168290

This volume is devoted to interactive and iterative processes of decision-making– I2 Fuzzy Decision Making, in brief. Decision-making is inherently interactive. Fuzzy sets help r..



Handbook On Computational Intelligence

Pub Date : 2016-03-18 | Author : Plamen Parvanov Angelov | Publisher : World Scientific

ISBN 10 : 9789814675024
ISBN 13 : 9814675024

With the Internet, the proliferation of Big Data, and autonomous systems, mankind has entered into an era of 'digital obesity'. In this century, computational intelligence, such as..


Computational Intelligence

Pub Date : 2006-01-16 | Author : Amit Konar | Publisher : Springer Science & Business Media

ISBN 10 : 9783540273356
ISBN 13 : 3540273352

Computational Intelligence: Principles, Techniques and Applications presents both theories and applications of computational intelligence in a clear, precise and highly comprehensi..


Rule Based Systems For Big Data

Pub Date : 2015-09-09 | Author : Han Liu | Publisher : Springer

ISBN 10 : 9783319236964
ISBN 13 : 3319236962

The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems..