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  • © 2023

Machine Learning and Mechanics Based Soft Computing Applications

  • Covers various artificial Intelligence, machine learning, and mechanics
  • Is a useful read for professionals, researchers, and students in these areas
  • Covers various Artificial Intelligence, machine learning, mechanics a mix of Mechanical computational engineering works

Part of the book series: Studies in Computational Intelligence (SCI, volume 1068)

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Table of contents (26 chapters)

  1. Front Matter

    Pages i-ix
  2. Threshold Text Classification with Kullback–Leibler Divergence Approach

    • Hiep Xuan Huynh, Cang Anh Phan, Tu Cam Thi Tran, Hai Thanh Nguyen, Dinh Quoc Truong
    Pages 1-11
  3. Cellular Automata-Based Simulation Model for Water Quality Management of Pangasius Ponds

    • Hiep Xuan Huynh, Dung Tien Tran Nguyen, Huong Hoang Luong, Hai Thanh Nguyen
    Pages 13-28
  4. Heuristic Methods Solving Markowitz Mean-Variance Portfolio Optimization Problem

    • Ta Anh Son, Bui Quoc Bao, Luu Quang Luc
    Pages 29-40
  5. A Cost-Effective Control System of the Biogas-Based Electrical Generator

    • Hoang Anh, Duc Tung Trinh, Vu Thanh Nguyen, Hung Dung Pham, Duc Chinh Hoang
    Pages 53-63
  6. Soft Robotics-Fingered Hand Based on Working Principle of Asymmetric Soft Actuator

    • Hiep Xuan Trinh, Phung Van Binh, Le Duc Manh, Nguyen Van Manh, Ngo Van Quang
    Pages 89-95
  7. Control Design for 400 Hz Ground Power Unit

    • Tran Que Son, Nguyen Kien Trung, Dich Nguyen Quang, Do Ngoc Quy, Do Ba Phu
    Pages 97-108
  8. GIS and RS Application for Land Use Status Quo Mapping in 2020 and Land Use Change Assessing in Thu Dau Mot City

    • Dang Trung Thanh, Nguyen Huynh Anh Tuyet, Vo Quang Minh, Pham Thanh Vu
    Pages 117-132
  9. Particle Swarm Optimization for Acceleration Tracking Control of an Actuator System

    • Quoc-Dong Hoang, Bui Huu Nguyen, Luan N. T. Huynh
    Pages 133-139
  10. Count the Number of Steel Bars Based on Deep Learning

    • Dinh-Thuan Dang, Jing-Wein Wang, Van Nghia Luong, Van Lam Ha, Van Trinh Truong
    Pages 141-149
  11. Hybrid SARIMA—GRU Model Based on STL for Forecasting Water Level in Red River North Vietnam

    • Pham Dinh Quan, Vu Hoang Anh, Nguyen Quang Dat, Vijender Kumar Solanki
    Pages 151-162
  12. Activity-Based Learning: An Analysis to Teach Learners Using Online Methodologies

    • Deepanjali Mishra, Dilrabo Bakhronova, Umida Djalilova
    Pages 163-171
  13. Use of a Fatigue Framework to Adopt a New Normalization Strategy for Deep Learning-Based Augmentation

    • R. Regin, Ahmed J. Obaid, S. Suman Rajest, M. Kalyan Chakravarthi
    Pages 173-183
  14. An Innovative and Smart Agriculture Platform for Improving the Coffee Value Chain and Supply Chain

    • Van Duy Nguyen, Tri Cong Pham, Chi Hieu Le, Thanh Trung Huynh, Tan Hung Le, Michael Packianather
    Pages 185-197

About this book

This book highlights recent advances in the area of machine learning and robotics-based soft computing applications. The book covers various artificial intelligence, machine learning, and mechanics, a mix of mechanical computational engineering work.  The current computing era has a huge market/potential for machine learning, robotics, and soft computing techniques and their applications.  With this in view, the book shares latest research and cutting-edge applications useful for professionals and researchers in these areas.

​

Editors and Affiliations

  • Hanoi University of Industry, Bac Tu Liem, Hanoi, Vietnam

    Thi Dieu Linh Nguyen

  • Department of Computer Science, University of Huddersfield, Huddersfield, UK

    Joan Lu

About the editors

Dr. Thi Dieu Linh Nguyen is Deputy Head of Science and Technology Department, Hanoi University of Industry, Vietnam (HaUI). She has more than 20 years of academic experience in electronics, IoT, smart garden, and telecommunication. She received Ph.D. in Information and Communication Engineering from Harbin Institute of Technology, Harbin, China, in 2013; she has authored or co-authored many research articles that are published in journals, books, and conference proceedings. She is editor for many books and also a board member for the International Journal of Hyperconnectivity and the Internet of Things (IJHIoT) IGI Global, USA; Information Technology Journal; Mobile Networks and Application Journal and some other reputed journals and international conferences. She has attended many conferences as keynote speaker, conference chair, guest honor; and chaired many technical events in different universities in Vietnam. She can be contacted at nguyen.linh@haui.edu.vn / nguyenlinh79.haui@gmail.com

Joan Lu is in the Department of Computer Science and is the research group leader of Information and System Engineering (ISE) in the Center of High Intelligent Computing (CHIC), having previously been a team leader in the IT department of Charlesworth Group publishing company. Professor Lu has published seven academic books and more than 200 peer-reviewed academic papers.


Bibliographic Information

  • Book Title: Machine Learning and Mechanics Based Soft Computing Applications

  • Editors: Thi Dieu Linh Nguyen, Joan Lu

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-981-19-6450-3

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023

  • Hardcover ISBN: 978-981-19-6449-7Published: 02 March 2023

  • Softcover ISBN: 978-981-19-6452-7Published: 03 March 2024

  • eBook ISBN: 978-981-19-6450-3Published: 01 March 2023

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: IX, 327

  • Number of Illustrations: 26 b/w illustrations, 165 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence, Robotics, Machine Learning

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access