Intelligent Systems and Networks

1. Front Matter

   Pages i-xvi

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2. Proposal System for Monitoring Parameters in an Industrial Incubator Incorporating SVM Model to Detect Diseased Chickens

   • Phat Nguyen Huu

   Pages 1-10

3. Designing a Remote Monitoring System for Lakes Based on Internet of Things

   • Quang-Trung Hoang, Nguyen Canh Minh, Duc-Tan Tran

   Pages 11-17

4. The Role of Blockchain Security in the Internet of Things

   • Omar Michael, Doan Trung Tung, Nguyen Canh Khoa

   Pages 18-26

5. Challenges and Merits of Wavelength-Agile in TWDM Passive Optical Access Network

   • Nguyen-Cac Tran, Ngoc-Dung Bui, Tien-Thanh Bui

   Pages 27-32

6. Enabling Technologies and Services for 6G Networks

   • Mohamed El Tarhuni, Ahmed I. Salameh

   Pages 33-42

7. An Enhanced Model for DGA Botnet Detection Using Supervised Machine Learning

   • Xuan Dau Hoang, Xuan Hanh Vu

   Pages 43-51

8. Developing Vietnamese Sentiment Lexicon from Social Reviews Corpus Based on Support Measurement

   • Ha Nguyen Thi Thu, Vinh Ho Ngoc, An Nguyen Nhat, Hiep Xuan Huynh

   Pages 52-58

9. Designing Bidding Systems in Supply Chain Management Using Blockchain Technology

   • Nguyen Huu Hieu, Le Van Minh, Le Nhat Anh, Nguyen Thanh Tai, Phan Hai Le, Phung Ngoc Lam et al.

   Pages 59-68

10. Feature Selection Using Genetic Algorithm and Bayesian Hyper-parameter Optimization for LSTM in Short-Term Load Forecasting

    • Nguyen Nhat Anh, Nguyen Hoang Quoc Anh, Nguyen Xuan Tung, Nguyen Thi Ngoc Anh

    Pages 69-79

11. Improving Continuous Hand Gesture Detection and Recognition from Depth Using Convolutional Neural Networks

    • Thanh-Hai Tran, Van-Hieu Do

    Pages 80-86

12. Research on Large-Scale Knowledge Base Management Frameworks for Open-Domain Question Answering Systems

    • Dat Tien Nguyen, Hao Duc Do

    Pages 87-92

13. An Implementation of Firewall as a Service for OpenStack Virtualization Systems

    • Xuan Tung Hoang, Ngoc Dung Bui

    Pages 93-100

14. A Hybrid Swarm Evolution Optimization for Solving Sensornet Node Localization

    • Trong-The Nguyen, Tien-Wen Sung, Duc-Tinh Pham, Truong-Giang Ngo, Van-Dinh Vu

    Pages 101-108

15. Deep Learning-Based Imbalanced Data Classification for Chest X-Ray Image Analysis

    • Dang Xuan Tho, Dao Nam Anh

    Pages 109-115

16. Mathematical Modeling the Network’s Non-linearity for Analyzing and Assessing the Small-Signal Stability in Multi-machine Power Systems

    • Luu Huu Vinh Quang

    Pages 116-125

17. Hybrid Louvain-Clustering Model Using Knowledge Graph for Improvement of Clustering User’s Behavior on Social Networks

    • Hai Van Pham, Dong Nguyen Tien

    Pages 126-133

18. Design of Air Bubble Detection System Used in Pleural Drainage Suction Systems

    • Kien Nguyen Phan, Khoi Nguyen Doan, Vu Tran Anh

    Pages 134-141

19. An Improved Structural Design for Elastic Beam of Six-Axis Force/Torque Sensor Based on Strain Gauges

    • Ho Quang Nguyen, Anh Tuan Nguyen, Huu Chuc Nguyen, Trong Toai Truong

    Pages 142-149

20. QoS Evaluation of Multimedia Data over Multi-hop Ad Hoc Networks for Testbed System

    • Ngo Hai Anh, Pham Thanh Giang

    Pages 150-156

This book presents Proceedings of the International Conference on Intelligent Systems and Networks (ICISN 2021), held at Hanoi in Vietnam. It includes peer-reviewed high-quality articles on intelligent system and networks. It brings together professionals and researchers in the area and presents a platform for exchange of ideas and to foster future collaboration. The topics covered in this book include—foundations of computer science; computational intelligence language and speech processing; software engineering software development methods; wireless communications signal processing for communications; electronics track IoT and sensor systems embedded systems; etc.

• Data structures
• Language theory
• Cryptography
• Distributed systems
• Computer security
• Computer vision
• Bioinformatics
• Machine learning
• Data mining
• Agent-based systems
• Embedded system
• Human-computer interface
• Grid computing
• Cloud computing
• Deep learning
• Image processing
• Signal processing
• E-hospital biomechanics
• Integrated antennas
• Internet-of-Things (IoT)

• Phenikaa University, Hanoi, Vietnam

  Duc-Tan Tran

• Department of Embedded Systems Engineering, Incheon National University, Incheon, Korea (Republic of)

  Gwanggil Jeon

• Hanoi University of Industry, Hanoi, Vietnam

  Thi Dieu Linh Nguyen

• University of Huddersfield, Huddersfield, UK

  Joan Lu

• University of Transport Technology, Hanoi, Vietnam

  Thu-Do Xuan

Duc-Tan Tran is Associate Professor and Vice Dean of the Faculty of Electrical and Electronic Engineering (FEEE), Phenikaa University. He has published over 150 research papers. His main research interests include the representation, processing, analysis, and communication of information embedded in signals and datasets. He serves as a technical committee program member, track chair, session chair, and reviewer of many international conferences and journals.


Gwanggil Jeon received his B.S., M.S., and Ph.D. (summa cum laude) degrees from the Department of Electronics and Computer Engineering, Hanyang University, Seoul, Korea, in 2003, 2005, and 2008, respectively.  He is currently  Professor at the Department of Embedded Systems Engineering, Incheon National University, Incheon, Korea. His current research interests include image processing, particularly image compression, motion estimation, demosaicking, and image enhancement, and computational intelligence, such as fuzzy and rough sets theories. Dr. Jeon was a recipient of the IEEE Chester Sall Award in 2007 and the ETRI Journal Paper Award in 2008.


Nguyen Thi Dieu Linh is working in the Division of Electronics and Telecommunication Engineering in Electronics and Information, Faculty of Electronics Engineering Technology, Hanoi University of Industry, Vietnam (HaUI). She is heading the department since 2015. She has more than 18 years of academic experience in electronics, IoT, smart garden, and telecommunication. She has authored or co-authored more than 15 research articles that are published in journals, books, and conference proceedings. She received her Ph.D. in Information and Communications Engineering from Harbin Institute of Technology, Harbin, China, in 2013


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.


Do Xuan Thu, Doctor of Science and Technology Head of Department of Electronics and Telecommunications, Faculty of Information Technology; University of Transport Technology, 54 Trieu Khuc Street, Thanh Xuan District, Ha Noi City, Vietnam. He has more than 10 years of academic experience in systems, communication networks, and telecommunications equipment and design.

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