|
|
Tianjin International Engineering Institute |
|
Dept |
School of Electrical and Information Engineering |
||
Title |
Professor |
||
Address |
Tower D, Building 26 |
||
Biography
Dr. JIN received his Ph.D. in Signal and Information Processing in 1999, from Tianjin University. He is currently a Professor of The School of Electrical and Information Engineering at Tianjin University.
He and his group at Tianjin University have published more than 200 refereed journal and conference papers.
Research Interests
(1) Underwater acoustic communications and networking
(2) Social networks and Big data processing
(3) Security for IoT
(4) Internet of Energy
Selected Publications
(1) 1. RCAR: A Reinforcement-Learning-Based Routing Protocol for Congestion-Avoided Underwater Acoustic Sensor Networks
Jin, Zhigang,Zhao, Qinyi; Su, Yishan Source: IEEE Sensors Journal, v 19, n 22, p 10881-10891, November 15, 2019
2. Generalized normal distribution optimization and its applications in parameter extraction of photovoltaic models
Zhang, Yiying; Jin, Zhigang; Mirjalili, Seyedali Source: Energy Conversion and Management, v 224, 15 November 2020
3. Backtracking search algorithm with competitive learning for identification of unknown parameters of photovoltaic systems
Zhang, Yiying; Ma, Maode; Jin, Zhigang Source: Expert Systems with Applications, v 160, 1 December 2020
4. Backtracking search algorithm with reusing differential vectors for parameter identification of photovoltaic models
Zhang, Yiying; Huang, Caifeng; Jin, Zhigang Source: Energy Conversion and Management, v 223, 1 November 2020
5. Hybrid teaching–learning-based optimization and neural network algorithm for engineering design optimization problems
Zhang, Yiying; Jin, Zhigang; Chen, Ye Source: Knowledge-Based Systems, v 187, January 2020
6. Comprehensive learning Jaya algorithm for parameter extraction of photovoltaic models
Zhang, Yiying; Ma, Maode; Jin, Zhigang Source: Energy, v 211, 15 November 2020
7. Stock closing price prediction based on sentiment analysis and LSTM
Jin, Zhigang; Yang, Yang; Liu, Yuhong Source: Neural Computing and Applications, v 32, n 13, p 9713-9729, July 1, 2020
8. Sentiment analysis via semi-supervised learning: a model based on dynamic threshold and multi-classifiers
Han, Yue; Liu, Yuhong; Jin, Zhigang Source: Neural Computing and Applications, v 32, n 9, p 5117-5129, May 1, 2020
9. Backtracking search algorithm with Lévy flight for estimating parameters of photovoltaic models
Zhang, Yiying; Jin, Zhigang; Zhao, Xiaofang; Yang, Qiuling Source: Energy Conversion and Management, v 208, 15 March 2020
10. Group teaching optimization algorithm: A novel metaheuristic method for solving global optimization problems
Zhang, Yiying ; Jin, Zhigang Source: Expert Systems with Applications, v 148, 15 June 2020
11. Q-learning-Based Opportunistic Routing with an on-site architecture in UASNs
Jin, Zhigang; Duan, Chenxu; Yang, Qiuling; Su, Yishan Source: Ad Hoc Networks, v 119, August 1, 2021
12. Heterogeneous Graph Network Embedding for Sentiment Analysis on Social Media
Jin, Zhigang; Zhao, Xiaofang; Liu, Yuhong Source: Cognitive Computation, v 13, n 1, p 81-95, January 2021
13. A Mobile-Beacon-Based Iterative Localization Mechanism in Large-Scale Underwater Acoustic Sensor Networks
Su, Yishan; Guo, Lei; Jin, Zhigang; Fu, Xiaomei Source: IEEE Internet of Things Journal, v 8, n 5, p 3653-3664, March 1, 2021
14. A Collision-Avoided MAC Protocol With Time Synchronization and Power Control for Underwater Sensor Networks
Chen, Ye; Jin, Zhigang; Zeng, Qinyi; Yang, Qiuling Source: IEEE Sensors Journal, v 22, n 19, p 19073-19087, October 1, 2022
15. A hybrid Transformer approach for Chinese NER with features augmentation
Jin, Zhigang; He, Xiaoyong; Wu, Xiaodong; Zhao, Xiaofang Source: Expert Systems with Applications, v 209, December 15, 2022
Selected Awards and Honors
(1) The Prize for Advance on Science and Technology of Tianjin in 2021
(2) The Prize for Advance on Science and Technology of Tianjin in 2020
(3) The Prize for Advance on Science and Technology of Tianjin in 2015
Teaching Experience
(1) Advanced Computer Networks
(2) Computer Networks
