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., Xiong, J., Li, Y., & Ding, W. (2024). Deep learning based multimodal biomedical data fusion: An overview and comparative review. Information Fusion, 102536.
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.
Duan, J., Zeng, L., Wu, Y., Chen, L., & Chen, C. P. (2024). BroadNet: A novel broad learning system based series AC arc fault detection approach with zero phase component analysis whitening transformation. IEEE Sensors Journal.
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
