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Computational Intelligence Methods for Green Technology and Sustainable Development

Proceedings of the International Conference GTSD2020

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Yo-** Huang

    1. Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan

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  2. Wen-June Wang

    1. Department of Electrical Engineering, National Central University, Jhongli City, Taoyuan Hsien, Taiwan

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  3. Hoang An Quoc

    1. University of Technology and Education, Ho Chi Minh City, Vietnam

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  4. Le Hieu Giang

    1. University of Technology and Education, Ho Chi Minh City, Vietnam

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  5. Nguyen-Le Hung

    1. University of Da Nang, Danang City, Vietnam

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  • Presents recent Computational Intelligence Methods for Green Technology and Sustainable Development
  • Includes the proceedings of the 5th International Conference on Green Technology and Sustainable Development, held in Da Nang City, Vietnam, on November 27–28, 2020
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1284)

Included in the following conference series:

Conference proceedings info: GTSD 2020.

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About this book

This book is a selected collection of 54 peer-reviewed original scientific research papers of the 5th International Conference on Green Technology and Sustainable Development (GTSD2020) organised in Vietnam in 2020. It highlights the importance of sustainability as well as promotes up-to-date innovation and research for green development in technologies, economics and education among countries. The conference provides an international platform for researchers, practitioners, policymakers and entrepreneurs to present their advances, knowledge and experience on various interdisciplinary topics related to the theme of “Green technology and sustainable development in industrial revolution 4.0”.

The book is a valuable resource for researchers, analysts, engineers, practitioners and policymakers who are interested in the latest findings in artificial intelligence, cyber systems, robotics, green energy and power systems, mechanical and computational  mechanic models and advanced civil engineering. This book has 05 sessions consisting of both theoretical and practical aspects, and numerical and experimental analyses in various engineering disciplines.

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Table of contents (54 papers)

  1. Front Matter

    Pages i-xii
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  2. Artificial Intelligence and Cyber Systems

    1. Front Matter

      Pages 1-1
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    2. Mobile Data Traffic Offloading with Content Centric Networking

      • Dung Ong Mau, Tuyen Dinh Quang, Anh Phan Tuan, Nga Vu Thi Hong, Quyen Le Ly Quyen
      Pages 3-14

    3. Temporal Features Learning Using Autoencoder for Anomaly Detection in Network Traffic

      • Nguyen Thanh Van, Le Thanh Sach, Tran Ngoc Thinh
      Pages 15-26

    4. A Computer-Aided Detection to Intracranial Hemorrhage by Using Deep Learning: A Case Study

      • Kien G. Luong, Hieu N. Duong, Cong Minh Van, Thu Hang Ho Thi, Trong Thy Nguyen, Nam Thoai et al.
      Pages 27-38

    5. A Novel Security Solution for Decentralized Web Systems with Real Time Hot-IPs Detection

      • Tam T. Huynh, Chinh N. Huynh, Thuc D. Nguyen
      Pages 39-48

    6. Segmentation of Left Ventricle in Short-Axis MR Images Based on Fully Convolutional Network and Active Contour Model

      • Tien Thanh Tran, Thi-Thao Tran, Quoc Cuong Ninh, Minh Duc Bui, Van-Truong Pham
      Pages 49-59

    7. Proposed Novel Fish Freshness Classification Using Effective Low-Cost Threshold-Based and Neural Network Models on Extracted Image Features

      • Anh Thu T. Nguyen, Minh Le, Hai Ngoc Vo, Duc Nguyen Tran Hong, Tuan Tran Anh Phuoc, Tuan V. Pham
      Pages 60-71

    8. Machine Learning-Based Evolutionary Neural Network Approach Applied in Breast Cancer Tumor Classification

      • Hoang Duc Quy, Cao Van Kien, Ho Pham Huy Anh, Nguyen Ngoc Son
      Pages 72-83

    9. Malware Classification by Using Deep Learning Framework

      • Tran Kim Toai, Roman Senkerik, Vo Thi Xuan Hanh, Ivan Zelinka
      Pages 84-92

    10. Attention Mechanism for Fashion Image Captioning

      • Bao T. Nguyen, Om Prakash, Anh H. Vo
      Pages 93-104

  3. Robotics and Intelligent Systems

    1. Front Matter

      Pages 105-105
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    2. An Intelligent Inverse Kinematic Solution of Universal 6-DOF Robots

      • Dang Sy Binh, Le Cong Long, Khuu Luan Thanh, Dinh Phuoc Nhien, Dang Xuan Ba
      Pages 107-116

    3. A PD-Folding-Based Controller for a 4DOF Robot

      • Vo Tan Tai, Doan Ngoc Minh, Dang Xuan Ba
      Pages 117-129

    4. Designing and Analysis of a Soft Robotic Arm

      • Yousef Amer, Harsh Rana, Linh Thi Truc Doan, Tham Thi Tran
      Pages 130-143

    5. ROV Stabilization Using an Adaptive Nonlinear Feedback Controller

      • Ngoc-Huy Tran, Manh-Cam Le, Thien-Phuong Ton, The-Cuong Le, Thien-Phuc Tran
      Pages 144-155

    6. On Robust Control of Permanent Magnet Synchronous Generators Using Robust Integral of Error Sign

      • Tien Hoang Nguyen, Hong Quang Nguyen, Phuong Nam Dao, Nga Thi-Thuy Vu
      Pages 156-166

    7. A Flexible Sliding Mode Controller for Robot Manipulators Using a New Type of Neural-Network Predictor

      • Dang Xuan Ba
      Pages 167-177

    8. Optimized Gait Planning of Biped Robot Using Multi-objective JAYA Algorithm

      • Tran Thien Huan, Cao Van Kien, Ho Pham Huy Anh
      Pages 178-190

    9. Improve Stability of Deep Flux Weakening Operation Control Strategies for IPMSM

      • Pham Quoc Khanh, Truong Viet Anh, Ho Pham Huy Anh
      Pages 191-202
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Other volumes

  1. Computational Intelligence Methods for Green Technology and Sustainable Development

Editors and Affiliations

  • Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan

    Yo-** Huang

  • Department of Electrical Engineering, National Central University, Jhongli City, Taoyuan Hsien, Taiwan

    Wen-June Wang

  • University of Technology and Education, Ho Chi Minh City, Vietnam

    Hoang An Quoc, Le Hieu Giang

  • University of Da Nang, Danang City, Vietnam

    Nguyen-Le Hung

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