段俊偉 副教授


段俊偉 博士

副教授 博導/碩導

電子郵箱:jwduan@cityu.edu.mo

電話:(853)85902292

辦公地址:澳門城市大學(氹仔)大豐樓T213室

 

學歷

2018 軟件工程博士, 澳門大學, 中國澳門

2008 信息工程學士, 北京理工大學, 中國

 

曾任教科目

機器學習

程序設計基礎

人工智能與多學科實踐創新

 

研究方向

人工智能與大模型

生物醫學大數據分析

海洋信息感知與識別

智能系統與自動駕駛

 

研究及出版

Book Chapters

Chen, L., Duan, J., & Chen, C. P. (2016). Novel Approaches for Regional Multifocus Image Fusion. In Recent Advances in Image and Video Coding. IntechOpen.

 

Refereed Journal Articles (Selected) 

Duan, J., Yao, S., Tan, J., Liu, Y., Long, C., Zhen, Z., Chen, C. P.. (2024). Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression. IEEE Transactions on Neural Networks and Learning Systems. (Available Online)

Duan, J., Wang, Y., Chen, L., Chen, C. P., & Zhang, R. (2024). Employing broad learning and non-invasive risk factor to improve the early diagnosis of metabolic syndrome. iScience, 27(1).

Huang, Z., & Duan, J. (2023). GFBLS: Graph-regularized fuzzy broad learning system for detection of interictal epileptic discharges. Engineering Applications of Artificial Intelligence, 125, 106763.

Huang, Z., Gong, W., & Duan, J. (2023). TBDQN: A novel two-branch deep Q-network for crude oil and natural gas futures trading. Applied Energy, 347, 121321.

Duan, J., Liu, Y., Wu, H., Wang, J., Chen, L., & Chen, C. L. (2023). Broad learning for early diagnosis of Alzheimer's disease using FDG-PET of the brain. Frontiers in Neuroscience, 17, 1137567.

Ma, P., Wang, J., Zhou, Z., Chen, C. P., Duan, J., & Alzheimer's Disease Neuroimaging Initiative. (2023). Development and validation of a deep-broad ensemble model for early detection of Alzheimer's disease. Frontiers in Neuroscience, 17.

Shi, Z., Chen, L., Duan, J., Chen, G., & Zhao, K. (2023). Robust and fuzzy ensemble framework via spectral learning for random projection-based fuzzy-c-means clustering. Engineering Applications of Artificial Intelligence, 117, 105541.

Liu, Y., Zhou, H., Guan, M., Feng, F., & Duan, J. (2023). Scalp EEG-Based Automatic Detection of Epileptiform Events via Graph Convolutional Network and Bi-Directional LSTM Co-Embedded Broad Learning System. IEEE Signal Processing Letters, 30, 448-452.

Yu, J., Chen, J., Chen, Y., Zhou, Z., & Duan, J. (2022). Double Broad Reinforcement Learning Based on Hindsight Experience Replay for Collision Avoidance of Unmanned Surface Vehicles. Journal of Marine Science and Engineering, 10(12), 2026.

Wu, G., & Duan, J. (2022). BLCov: a novel collaborative–competitive broad learning system for COVID-19 detection from radiology images. Engineering Applications of Artificial Intelligence, 115, 105323.

Wei, H., Chen, L., Chen, C. P., Duan, J., Han, R., & Guo, L. (2022). Fuzzy clustering for multiview data by combining latent information. Applied Soft Computing, 126, 109140.

Jin, J., Li, Y., Yang, T., Zhao, L., Duan, J., & Chen, C. P. (2021). Discriminative group-sparsity constrained broad learning system for visual recognition. Information Sciences, 576, 800-818.

Zhou, Z., Sun, J., Yu, J., Liu, K., Duan, J., Chen, L., & Chen, C. P. (2021). An image-based benchmark dataset and a novel object detector for water surface object detection. Frontiers in Neurorobotics, 15, 723336.

Duan, J., Chen, L., & Chen, C. P. (2018). Multifocus image fusion with enhanced linear spectral clustering and fast depth map estimation. Neurocomputing, 318, 43-54.

 

學術獎項 

2023 全國船舶與海洋工程學科高等教育教學成果獎二等獎(排名前五)

2022  廣東省本科課程教學競賽團隊三等獎

2023  第十二屆全國海洋航行器設計與製作大賽-華南區域賽一等獎(指導老師)

2022  美國大學生數學建模競賽Honorable Mention獎(指導老師)

2020  第一屆“大灣區杯”粵港澳金融數學建模競賽三等獎(指導老師)

2019  全國首届“人工智能”創新創業創造大賽創新獎(指導老師)

 

專業屬會 

2020-至今 廣東省生物醫學工程學會智能醫學影像分會委員