Editors:
- 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
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 978)
Conference series link(s): SCDM: International Conference on Soft Computing and Data Mining
Conference proceedings info: SCDM 2022.
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Table of contents (44 papers)
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Computational Intelligence and its Applied Applications
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Applied Artificial Intelligence
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Front Matter
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Soft Computing and Data Mining in Economics and Engineering
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Front Matter
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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.
Editors and Affiliations
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Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia
Rozaida Ghazali, Nazri Mohd Nawi, Mustafa Mat Deris
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School of Information Technology, Deakin University, Geelong Waurn Ponds Campus, Australia
Jemal H. Abawajy
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, Mustafa Mat Deris, Jemal H. Abawajy
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-3-030-36056-6
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-36055-9Published: 05 December 2019
eBook ISBN: 978-3-030-36056-6Published: 04 December 2019
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XVII, 481
Number of Illustrations: 54 b/w illustrations, 156 illustrations in colour
Topics: Computational Intelligence, Data Engineering, Artificial Intelligence