代表论著：
【2025-IEEE TPAMI 】 Yunlong Mi*. Concept neural network based on time-delay regret for dynamic stream learning[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025, 10.1109/TPAMI.2025.3535636 (Early Access). [独作，CCF A -人工智能顶级期刊]
【2022-IEEE TKDE 】Yunlong Mi, Wenqi Liu, Yong Shi*, and Jinhai Li*. Semi-supervised concept learning by concept-cognitive learning and concept space[J]. IEEE Transactions on Knowledge and Data Engineering, 2022, 34(5): 2429- 2442.[CCF A -数据挖掘顶级期刊][高被引论文]
【2022-IEEE TCYB】Yunlong Mi, Yong Shi*, Jinhai Li, Wenqi Liu, and Mengyu Yan. Fuzzy-based concept learning method: Exploiting data with fuzzy conceptual clustering[J]. IEEE Transactions on Cybernetics, 2022, 52(1): 582-593. [高被引论文]
【2021-IEEE TSMC-S】Yong Shi, Yunlong Mi*, Jinhai Li, and Wenqi Liu. Concept-cognitive learning model for incremental concept learning[J]. IEEE Transactions on Systems, Man and Cybernetics: Systems, 2021, 51(2): 809-821. [高被引论文]
【2022-EJOR】Yunlong Mi, Pei Quan, Yong Shi, and Zongrun Wang*, Concept-cognitive computing system for dynamic classification[J]. European Journal of Operational Research, 2022, 301(1): 287-299.
【2023-EJOR】Yunlong Mi, Zongrun Wang*, Hui Liu, Yi Qu, Gaofeng Yu, and Yong Shi. Divide and conquer: A granular concept-cognitive computing system for dynamic classification decision-making[J]. European Journal of Operational Research, 2023, 308(1): 255-273.
【2024-EJOR】Yunlong Mi, Zongrun Wang, Pei Quan*, Yong Shi. A semi-supervised concept-cognitive computing system for dynamic classification decision making with limited feedback information[J]. European Journal of Operational Research, 2024, 315(3): 1123-1138.
