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Advances in Intelligent Systems and Computing

Recent Advances on Soft Computing and Data Mining

Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018

Editors: Ghazali, R., Deris, M.M., Nawi, N.M., Abawajy, J.H. (Eds.)

  • Includes recent research on soft computing and data mining
  •  Presents the outcomes of the International Conference on Soft Computing and Data Mining (SCDM-2017), held in Johor, Malaysia on February 6–8, 2018 Written by experts in the field
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eBook $269.00
price for USA in USD (gross)
  • ISBN 978-3-319-72550-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $349.00
price for USA in USD
  • ISBN 978-3-319-72549-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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.

Table of contents (44 chapters)

  • A Percentile Transition Ranking Algorithm Applied to Binarization of Continuous Swarm Intelligence Metaheuristics

    García, José (et al.)

    Pages 3-13

  • An Improved Hybrid Firefly Algorithm for Solving Optimization Problems

    Wahid, Fazli (et al.)

    Pages 14-23

  • Exploration and Exploitation Measurement in Swarm-Based Metaheuristic Algorithms: An Empirical Analysis

    Salleh, Mohd Najib Mohd (et al.)

    Pages 24-32

  • Classification of JPEG Files by Using Extreme Learning Machine

    Ali, Rabei Raad (et al.)

    Pages 33-42

  • Evaluating the Performance of Three Classification Methods in Diagnosis of Parkinson’s Disease

    Mostafa, Salama A. (et al.)

    Pages 43-52

Buy this book

eBook $269.00
price for USA in USD (gross)
  • ISBN 978-3-319-72550-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $349.00
price for USA in USD
  • ISBN 978-3-319-72549-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Recent Advances on Soft Computing and Data Mining
Book Subtitle
Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018
Editors
  • Rozaida Ghazali
  • Mustafa Mat Deris
  • Nazri Mohd Nawi
  • Jemal H. Abawajy
Series Title
Advances in Intelligent Systems and Computing
Series Volume
700
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-72550-5
DOI
10.1007/978-3-319-72550-5
Softcover ISBN
978-3-319-72549-9
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XXVI, 518
Number of Illustrations and Tables
41 b/w illustrations, 111 illustrations in colour
Topics