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.)
Free Preview- 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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- About this book
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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)
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An Enhanced Model for Digital Reference Services
Pages 3-14
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Fuzzy Random Based Mean Variance Model for Agricultural Production Planning
Pages 15-24
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Residual Neural Network Vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition
Pages 25-34
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Incorporating the Markov Chain Model in WBSN for Improving Patients’ Remote Monitoring Systems
Pages 35-46
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Designing Deep Neural Network with Chicken Swarm Optimization for Violence Video Classification Using VSD2014 Dataset
Pages 47-56
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Table of contents (44 chapters)
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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
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- 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
