Machine Learning and Metaheuristics Algorithms, and Applications
First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers
Editors: Thampi, S.M., Trajkovic, L., Li, K.-C., Das, S., Wozniak, M., Berretti, S. (Eds.)
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- About this book
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This book constitutes the refereed proceedings of the First Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2019, held in Trivandrum, India, in December 2019.
The 17 full papers and 6 short papers presented in this volume were thoroughly reviewed and selected from 53 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc.
- Table of contents (23 chapters)
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Hybrid Duty Cycle Algorithm for Industrial WSNs Using Machine Learning
Pages 1-15
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Analyzing Architectures of Reservoir Computing Models Using Particle Swarm Intelligence
Pages 16-26
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A Cost-Effective Data Node Management Scheme for Hadoop Clusters in Cloud Environment
Pages 27-37
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Deep Temporal Analysis of Twitter Bots
Pages 38-48
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Comparison of Metaheuristics for a Vehicle Routing Problem in a Farming Community
Pages 49-63
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Table of contents (23 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Machine Learning and Metaheuristics Algorithms, and Applications
- Book Subtitle
- First Symposium, SoMMA 2019, Trivandrum, India, December 18–21, 2019, Revised Selected Papers
- Editors
-
- Sabu M. Thampi
- Ljiljana Trajkovic
- Kuan-Ching Li
- Swagatam Das
- Michal Wozniak
- Stefano Berretti
- Series Title
- Communications in Computer and Information Science
- Series Volume
- 1203
- Copyright
- 2020
- Publisher
- Springer Singapore
- Copyright Holder
- Springer Nature Singapore Pte Ltd.
- eBook ISBN
- 978-981-15-4301-2
- DOI
- 10.1007/978-981-15-4301-2
- Softcover ISBN
- 978-981-15-4300-5
- Series ISSN
- 1865-0929
- Edition Number
- 1
- Number of Pages
- XII, 265
- Number of Illustrations
- 44 b/w illustrations, 99 illustrations in colour
- Topics
