黄色电影

个人基本情况

姓名：魏志成

职称/职务：教授

E-mail: [email protected]

硕导/博导：硕士研究生导师

招收硕士生专业：网络空间安全；电子信息（计算机技术）

办公地址:理科群A座D区526房间

研究方向：

1. 大数据挖掘；

2. 人工智能和机器学习;

3.基于感知数据的城市研究

个人简介：（学历学位情况、工作经历）

1993-1997, 于黄色电影 物理系攻读学士学位。

1997-2000，于四川大学电子信息工程黄色电影 攻读硕士学位。

2004-2007，于天津大学电子信息工程黄色电影 攻读博士学位。

2009-2010， Department of Electrical&Computer Engineering, Ryerson Univeristy Canada, 从事博士后工作。

2000-2011，于黄色电影 物理黄色电影 工作。

2011-今， 于黄色电影 信息技术黄色电影 工作。

教学情况：

计算机网络，网络协议分析，数字信号处理，图像处理，计算机组成原理。

黄色电影团队：DCD黄色电影团队负责人，团队概况请下载附件1：20200601104513457.pdf

黄色电影情况（项目、论文）：

1. 赵今朝，魏志成*. ASTNN：一种用于道路级稀疏交通流预测的注意力时空神经网络模型，地球信息科学学报，2025,27(3):682-697, EI

2、Taoyi Zhang, Yubo Wang, Zhicheng Wei*. STGAT: A Spatio-Temporal Graph Attention Network for travel demand prediction，International Conference on Networking and Network Applications, 2023:434-439, EI

3、Yubo Wang, Taoyi Zhang, Zhicheng Wei*. A Deep Reinforcement Learning Approach for Online Taxi Dispatching，International Conference on Networking and Network Applications, 2023:655-660, EI

4、Lulu Gao, Xiaonan Li, Zhicheng Wei*. Taxi Station Location Model Based on Spatio-Temporal Demand Cube，International Conference on Networking and Network Applications, 2023:378-383, EI

5、Taoyi Zhang, Yubo Wang, Zhicheng Wei*. MCL-STGAT: TAXI DEMAND FORECASTING USING SPATIO-TEMPORAL GRAPH ATTENTION NETWORK WITH MARKOV CLUSTER ALGORITHM，International Journal of Innovative Computing, Information and Control, 2023, 19(4):1251-1264, EI

6、陆佳玲，魏志成*,田多. 基于时空图卷积网络的城市交通流预测模型，武汉理工大学学报,2023,47(2):234-238

7、Tianduo Jialing Lu, Zhicheng Wei*. A Siting Urban Taxi Stations Model Based on Spatial-Temporal Origin-Destination Data，International Conference on Networking and Network Applications, 2022,18(2):477-495 EI

8. Yanling Wang, Zhicheng Wei, Yanjiao Zhang and Zongyang Li, Mean-Shift Object Tracking Using Forward-Backward Center Median and Three-Scale Information Measurement, ICIC Express Letter, 2014, 8(12):3271-3278

9. Yanjiao Zhang, Zhicheng Wei and Yanling Wang, Video Frames Similarity Function Based Gaussian Video Segmentation and Summarization, Internation Journal of Innovative Computing, Information and Control, 2014, 10(2):481-494

10. Yanjiao Zhang, Zhicheng Wei, A Gaussian Video Summarization Method using Video Frames Similarity Function, ICIC Express Letters, 2013, 7(7):1997-2003

11. Zhicheng Wei, Xue Yang. A Novel Soccer Video Summarization Model Based on Video Time Density Function [J]. International of Digital Content Technology and its Applications, June 2012, 6(10): 248-256

12. Xue Yang, Zhicheng Wei. A Video Summarization using a Genetic Algorithm [J]. Journal of Convergence Information Technology, April 2012, 7(6):341-350

13. Xue Yang, Zhicheng Wei. A Novel Video Summarization using Genetic Algorithm [J], ICIC Express Letter, Part B: Applications, April 2012, 3(2):1-6

14. Xue Yang, Zhicheng Wei. Genetic Keyframe Extraction for Soccer Video [J]. Procedia Engineering, 2011, 23:713-717

15. Xue Yang, Zhicheng Wei. Video Segmentation and Summarization based on Genetic Algorithm[C]. Congress on Image and Signal Processing, CISP. Piscataway, NJ, United States: IEEE Computer Society, 2011: 460-464

16. Xue Yang, Zhicheng Wei, A Novel Video Summarization Algorithm[C], International Conference on Multimedia Technology, ICMT. Piscataway, NJ, United States: IEEE Computer Society, 2011: 98-101

17. Zhicheng Wei, Puping Zhang, Image Watermarking based on an improved subsampling framework, CSIE09, March, 2009, Los Angeles, USA, Vol.7, pp.276-279

18. Zhicheng Wei, Jufeng Dai, Yang Min, Adaptive image spread spectrum watermarking based on an improved genetic algorithms, Journal of Tianjin University, 2007,40(5):563-568. (in Chinese)

19.Zhicheng Wei, Jianxiong Li, Jufeng Dai, GA-based image watermarking using subsampling, Journal of Optoelectronics·Laser, 2007, 18(7):850-854. (in Chinese)

20. Zhicheng Wei, Jufeng Dai, Image digital watermarking based on genetic algorithms, Computer engineering, 2007, 33(17):146-148. (in Chinese)

21. Zhicheng Wei, Hao Li, Jufeng Dai, Image Watermarking based on Genetic Algorithms, IEEE int. conf. on multimedia and Expo(ICME06), July 2006, pp.1117-1120.

22. Zhicheng Wei, Jufeng Dai, Genetic Watermarking Based on DCT Domain Techniques, Canadian Conf. on Electrical and Computer Engineering(CCECE), May 2006, pp.2365-2368.

23. Zhicheng Wei, Lianxiang Yang, Jiliu Zhou, Optimizing the weight distribution and topology of neural networks using GA, Journal of Guangxi Normal University, 2003,21(6):62-65. (in Chinese)

24. Zhicheng Wei, Jiliu Zhou, A study of genetic-based optimization for the parameters of fuzzy control models, Journal of Sichuan University, 2001, 38(1):42-46. (in Chinese)

25. Zhicheng Wei, Jiliu Zhou, A study of image segmentation using a new adaptive algorithm, Journal of image and graphics, 2000, 5(3):216-220. (in Chinese)

26. Zhicheng Wei, Jiliu Zhou, The relationship of multitext, multiview and window in VC++, Computer and information technology, 1999, 7(3)12-14. (in Chinese)

27. Zhicheng Wei, Jiliu Zhou, A study on a new adaptive algorithm of selecting threshold of image segmentation, The 6th Int. con. on computer aided design and computer graphics, December 1-3, 1999,Shanghai, China, Vol.3:1272-1276

28. Li Xue, Jufeng Dai, Zhicheng Wei, Application of the ant colony algorithm with two kinds of pheromone in TSP, Computer Simulation, 2007, 24(8):167-170. (in Chinese)

29. Hang Lv, Jiliu Zhou, Zhicheng Wei, Study on improving the search capability of genetic algorithms, Journal of Chinese computer systems, 2000, 21(11):1178-1181. (in Chinese)

30. Zhiming Liu, Jiliu Zhou, Zhicheng Wei, A study on novel genetic algorithms with sustaining diversity, Signal processing proceedings, WCCC-ICSP, 5th Int. con. on, Aug.2000, Vol.3:1650-1654

31. Jiliu Zhou, Hang Lv, Hui Zhu, Zhicheng Wei, A new algorithm for image normalization, Journal of Sichuan University, 2000, 37(1):55-58. (in Chinese)