Dang Tuan Linh

Lecturer, Department Of Computer Engineering

Ph.D. (Kochi University of Technology, Japan, 2017)
M.S. (Ritsumeikan University, Japan, 2014)
M.S. (Hanoi University of Science and Technology, Vietnam, 2012)
B.S. (Hanoi University of Science and Technology, Vietnam, 2011)

Email: linhdt@soict.hust.edu.vn,  linh.dangtuan@hust.edu.vn
Web: https://users.soict.hust.edu.vn/linhdt/

Research Areas

  • Artificial Intelligence 
  • Embedded systems
  • Computer Networks

Research Interests

  • Object detection/ Object recognition
  • Machine learning
  • Computer Vision
  • Hardware software codesign
  • FPGA
  • Application of machine learning in network performance management

Profile

Dang Tuan Linh is a lecturer at School of Information and Communication Technology, Hanoi University of Science and Technology. He received the Ph.D. degree in computer science from Kochi University of Technology in 2017.  His current research interests include object detection, object recognition, machine learning, computer vision, hardware software codesign, FPGA. and Network performance management. Dang Tuan Linh was a recipient of the Special Scholarship Program from KUT in 2014, Japanese government scholarship for master program in 2012.

Publications

  • Tuan Linh Dang, Thang Cao, Yukinobu Hoshino, Classification of metal objects using deep neural networks in waste processing line, International Journal of Innovative, Computing, Information and Control, in press (2019)
  • Tuan Linh Dang, Yukinobu Hoshino, Improved PSO Algorithm for Training of Neural Network in Co-design Architecture, International Journal of Computer Applications, pp. 1-7, Vol. 182, No. 44 (2019)
  • Tuan Linh Dang, Yukinobu Hoshino, Hardware/Software Co-design for a Neural Network Trained by Particle Swarm Optimization Algorithm, Neural Processing Letters, Vol. 49, issue 2, pp 481-505 (2019)
  • Tuan Linh Dang, Thang Cao, Yukinobu Hoshino, A proposed PSOseed2 algorithm for training hardware-based and software-based neural networks. International Journal of Innovative, Computing, Information and Control, pp. 1205-1219, Vol. 13, No. 4 (2017)
  • Tuan Linh Dang, Thang Cao, Yukinobu Hoshino, Hybrid Hardware-Software Architecture for Neural Networks Trained by Improved PSO algorithm, ICIC Express Letters, pp. 565-574, Vol. 11, No. 3 (2017)
  • Tuan Linh Dang, Thang Cao, Yukinobu Hoshino, Data Pre-processing for a Neural Network Trained by an Improved Particle Swarm Optimization Algorithm, International Journal of Computer Applications, pp. 1-8, vol. 154, No. 1 (2016)
  • Tuan Linh Dang, Yukinobu Hoshino, An-FPGA Based Classification System by Using a Neural Network and an Improved Particle Swarm Optimization Algorithm, Proceedings of 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems, Hokkaido, Japan, pp. 97-102 (2016)
  • Tuan Linh Dang, Yukinobu Hoshino, A Hardware Implementation of Particle Swarm Optimization with a Control of Velocity for Training Neural Network, Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, pp. 1980-1985 (2015)
  • Tuan Linh Dang, Yukinobu Hoshino, Design of a neural network and particle swarm optimization in FPGA, Proceedings of 31st Fuzzy System Symposium, Tokyo, Japan, pp. 568-573 (2015)
  • Linh Tuan Dang, Eric W.Coper and Katsuari Kamei, Development of Facial Expression Recognition for Training Video Customer Service Representatives, Proceedings of IEEE International Conference on Fuzzy Systems, IEEE World Congress on Computational Intelligence, Beijing, China, pp. 1297-1303 (2014)

Awards & Honours

  • 3-years Special Scholarship Program for doctoral research from Kochi University of Technology, 2014
  • Japanese Government (Monbukagakusho) Scholarship for master program, 2012
  • Certificate of merit for the achieving the title of the most brilliant student in graduation of Universities, Institutes in Hanoi city from Central Executive Committee of Vietnamese Students Association and Ho Chi Minh Communist Youth Union of Hanoi City, 2011
  • Certificate of French-Speaking (Francophone) for the following successful the education of the French-Speaking university, sector of Information Technology in HUST and thesis defence in an international jury with a French-Speaking thesis, 2011

Teaching

  • IT1110: General Informatics
  • IT1130: General Informatics
  • IT3110: Linux and open source software
  • IT4592E: Information theory (in English for ICT program)
  • IT4590: Information theory
  • IT2120: Computer literacy
  • IT1110: Introduction to Informatics