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Autor: Rozaida Ghazali
ISBN-13: 9783319725499
Einband: Book
Seiten: 518
Gewicht: 829 g
Format: 236x159x33 mm
Sprache: Englisch

Recent Advances on Soft Computing and Data Mining

700, Advances in Intelligent Systems and Computing
Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018
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This book offers a systematic overview of the concepts and practical techniques that readers need to get the most out of their large-scale data mining projects and research studies. It guides them through the data-analytical thinking essential to extract useful information and obtain commercial value from the data. Presenting the outcomes of International Conference on Soft Computing and Data Mining (SCDM-2017), held in Johor, Malaysia on February 6-8, 2018, it provides a well-balanced integration of soft computing and data mining techniques. The two constituents are brought together in various combinations of applications and practices. To thrive in these data-driven ecosystems, researchers, engineers, data analysts, practitioners, and managers must understand the design choice and options of soft computing and data mining techniques, and as such this book is a valuable resource, helping readers solve complex benchmark problems and better appreciate the concepts, tools, and techniques employed.
Includes recent research on soft computing and data mining
An Improved Hybrid Firefly Algorithm for Solving Optimization Problems.- Classification of JPEG Files by Using Extreme Learning Machine.- A Relative Tolerance Relation of Rough Set for Incomplete Information Systems.- An Algorithm Design of Kansei Recommender System.- A Framework to Cluster Temporal Data Using Personalised Modelling Approach.- Fibonacci Polynomials Based Functional Link Neural Network for Classification Tasks.

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Autor: Rozaida Ghazali
ISBN-13 :: 9783319725499
ISBN: 3319725491
Erscheinungsjahr: 12.01.2018
Verlag: Springer-Verlag GmbH
Gewicht: 829g
Seiten: 518
Sprache: Englisch
Sonstiges: Taschenbuch, 236x159x33 mm, 41 schwarz-weiße und 111 farbige Abbildungen, 112 farbige Tabellen, Bibliographie