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Guangquan Zhang

Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms

Jun 09, 2022
Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang

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* This article has been accepted by IEEE Transactions on Cybernetics on June 4, 2022

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Learning Bounds for Open-Set Learning

Jun 30, 2021
Zhen Fang, Jie Lu, Anjin Liu, Feng Liu, Guangquan Zhang

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* Open-set Learning, Open-set Recognition, Machine Learning Theory

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How does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?

Dec 30, 2020
Li Zhong, Zhen Fang, Feng Liu, Jie Lu, Bo Yuan, Guangquan Zhang

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* 9 pages, 3 figures, Accepted by Association for the Advancement of Artificial Intelligence 2021 (AAAI 2021)

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Concept Drift Detection: Dealing with MissingValues via Fuzzy Distance Estimations

Aug 09, 2020
Anjin Liu, Jie Lu, Guangquan Zhang

* Accepted by IEEE Transactions on Fuzzy Systems

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