Advances in Intelligent Systems and Computing

Recent Advances on Soft Computing and Data Mining

Proceedings of the Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22–⁠23, 2020

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

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  • Includes recent research on soft computing and data mining
  • Presents the outcomes of the International Conference on Soft Computing and Data Mining (SCDM-2020), held in Langkawi, Malaysia, on January 22–23, 2020
  • Written by experts in the field
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eBook $219.00
price for USA in USD (gross)
  • ISBN 978-3-030-36056-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $279.99
price for USA in USD
  • ISBN 978-3-030-36055-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book provides an introduction to data science and offers a practical overview of the concepts and techniques that readers need to get the most out of their large-scale data mining projects and research studies. It discusses data-analytical thinking, which is essential to extract useful knowledge and obtain commercial value from the data. Also known as data-driven science, soft computing and data mining disciplines cover a broad interdisciplinary range of scientific methods and processes. The book provides readers with sufficient knowledge to tackle a wide range of issues in complex systems, bringing together the scopes that integrate soft computing and data mining in various combinations of applications and practices, since to thrive in these data-driven ecosystems, researchers, data analysts and practitioners must understand the design choice and options of these approaches. This book helps readers to solve complex benchmark problems and to better appreciate the concepts, tools and techniques used.


Table of contents (44 chapters)

Table of contents (44 chapters)
  • An Enhanced Model for Digital Reference Services

    Pages 3-14

    Shahzad, Asim (et al.)

  • Fuzzy Random Based Mean Variance Model for Agricultural Production Planning

    Pages 15-24

    Othman, Mohammad Haris Haikal (et al.)

  • Residual Neural Network Vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition

    Pages 25-34

    Al-wajih, Ebrahim (et al.)

  • Incorporating the Markov Chain Model in WBSN for Improving Patients’ Remote Monitoring Systems

    Pages 35-46

    Ali, Rabei Raad (et al.)

  • Designing Deep Neural Network with Chicken Swarm Optimization for Violence Video Classification Using VSD2014 Dataset

    Pages 47-56

    Ali, Ashikin (et al.)

Buy this book

eBook $219.00
price for USA in USD (gross)
  • ISBN 978-3-030-36056-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $279.99
price for USA in USD
  • ISBN 978-3-030-36055-9
  • 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 Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22–⁠23, 2020
Editors
  • Rozaida Ghazali
  • Nazri Mohd Nawi Dean
  • Mustafa Mat Deris
  • Jemal H. Abawajy
Series Title
Advances in Intelligent Systems and Computing
Series Volume
978
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-36056-6
DOI
10.1007/978-3-030-36056-6
Softcover ISBN
978-3-030-36055-9
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XVII, 481
Number of Illustrations
54 b/w illustrations, 156 illustrations in colour
Topics