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Zhigang JIN

Zhigang JIN

 

 

Tianjin International Engineering Institute


Email

zgjin@tju.edu.cn

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