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Huigui Yan

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2020 – today

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2025
[j8]
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Huigui Yan, Jiale Liu, Da Han, Dianlong You, Hongtao Wu, Zhen Chen, Xianshan Li, Shunfu Jin, Xindong Wu:
Online learning from incomplete data streams with partial labels for multi-classification. Inf. Sci. 689: 121411 (2025)
2024
[j7]
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Dianlong You, Hongtao Wu, Jiale Liu, Huigui Yan, Chuan Ma, Zhen Chen, Xindong Wu:
Continuous causal structure learning from incremental instances and feature spaces. Inf. Fusion 101: 101975 (2024)
[j6]
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Huigui Yan, Jiale Liu, Jiawei Xiao, Shina Niu, Siqi Dong, Dianlong You, Limin Shen:
Online learning for data streams with bi-dynamic distributions. Inf. Sci. 676: 120796 (2024)
[j5]
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Dianlong You, Huigui Yan, Jiawei Xiao, Zhen Chen, Di Wu, Limin Shen, Xindong Wu:
Online Learning for Data Streams With Incomplete Features and Labels. IEEE Trans. Knowl. Data Eng. 36(9): 4820-4834 (2024)
2023
[j4]
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Dianlong You, Shina Niu, Siqi Dong, Huigui Yan, Zhen Chen, Di Wu, Limin Shen, Xindong Wu:
Counterfactual explanation generation with minimal feature boundary. Inf. Sci. 625: 342-366 (2023)
[j3]
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Dianlong You, Siqi Dong, Shina Niu, Huigui Yan, Zhen Chen, Shunfu Jin, Di Wu, Xindong Wu:
Local causal structure learning for streaming features. Inf. Sci. 647: 119502 (2023)
[j2]
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Dianlong You, Jiawei Xiao, Yang Wang, Huigui Yan, Di Wu, Zhen Chen, Limin Shen, Xindong Wu:
Online Learning From Incomplete and Imbalanced Data Streams. IEEE Trans. Knowl. Data Eng. 35(10): 10650-10665 (2023)
2022
[j1]
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  - journals/symmetry/KhanKBWY22
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Waqar Khan, Lingfu Kong, Brekhna Brekhna, Ling Wang, Huigui Yan:
Online Streaming Features Selection via Markov Blanket. Symmetry 14(1): 149 (2022)

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