Machine Learning and Mechanics Based Soft Computing Applications

Chapter 1 - LS-TFP: A LSTM-Based Traffic Flow Prediction Method in Intelligent Internet of Things.- Chapter 2 - Threshold Text Classification with Kullback-Leibler Divergence Approach.- Chapter 3 - Cellular Automata-based Simulation Model for Water Quality Management of Pangasius Ponds.- Chapter 4 - Deep-IDS: A lightweight Neural Network based Intrusion Detection System.- Chapter 5 - Heuristic methods solving Markowitz Mean-Variance portfolio optimization problem.- Chapter 6 - Context-based and Collaboration-based Product Recommendation Approaches for a Clothes Online Sale System.- Chapter 7 - Recommendation Approaches for a Clothes Online Sale System.- Chapter 8 - A cost-effective control system of the biogas based electrical generator.- Chapter 9 - Parallel, Distributed Model-checking of Composite Web-services with Integrated Choreography and Orchestration.- Chapter 10 - An application of logistic regression model in the student's academic performance at HUST, Vietnam.- Chapter 11 -Soft Robotics Fingered-Hand Based on Working Principle of Asymmetric Soft Actuator.- Chapter 12 - Control design for 400Hz Ground Power Unit.- Chapter 13 - Rapid design of square-spiral metamaterial for Enhanced Wireless power transfer applications using Artificial Neural Networks.- Chapter 14 - GIS and RS application for Land use status quo mapping in 2020 and Land use change assessing in Thu Dau Mot city.- Chapter 15 - Particle Swarm Optimization for Acceleration Tracking Control of an Actuator System.- Chapter 16 - Count the Number of Steel Bars based on Deep Learning.- Chapter 17 - Hybrid SARIMA - GRU model based on STL for forecasting water level in Red river North Vietnam.- Chapter 18 - Activity Based Learning: An Analysis to Teach Learners Using Online Methodologies.- Chapter 19 - Use of a Fatigue Framework to Adopt a New Normalization Strategy for Deep Learning Based Augmentation.- Chapter 20 - An Innovative and Smart Agriculture Platform for Improving the Coffee Value Chain and

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.