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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..



Big Data Analysis New Algorithms For A New Society

Pub Date : 2015-12-16 | Author : Nathalie Japkowicz | Publisher : Springer

ISBN 10 : 9783319269894
ISBN 13 : 3319269895

This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Da..



Big Data

Pub Date : 2014-05-05 | Author : Min Chen | Publisher : Springer

ISBN 10 : 9783319062457
ISBN 13 : 331906245X

This Springer Brief provides a comprehensive overview of the background and recent developments of big data. The value chain of big data is divided into four phases: data generatio..