Research ProjectsMore>>
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国家科技重大专项(2021ZD0112402):基于多智能体超图的自主决策、学习理论与动 态调控策略研究,2021.12-2024.12,主持人,
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国家基金重点项目(62136005):随机一致性视角下的可解释机器学习理论与模型,2022.01-2026.12,主持人,
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国家基金专项项目(J0202):大数据视野下的国家自然科学基金成果管理与服务研究,2019.07-2020.12,主持人,
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科技部国家重点研发计划子课题:自动深层化知识处理方法与技术,2018.05-2021.04,主持人,
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国家基金面上项目(61672332):面向多模态数据的多粒度计算理论与方法,2017.01-2020.12,主持人,
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国家优秀青年科学基金(61322211):智能信息处理,主持人(2014.01-2016.12),
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高等学校博士学科点专项基金(博导类),基于多粒度认知的复杂数据知识发现方法研究,主持人 (2012.1-2015.12),
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新世纪优秀人才支持计划项目,主持人(2013.1-2015.12),
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国家自然科学基金项目(No. 60903110): 多粒度空间的通讯、转换及其问题求解机制研究, 2010.01-2012.12, (主持人),
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山西省回国留学人员科研项目(No. 201008): 信息系统中知识获取的粒度分析理论与方法研究, 2010.01-2012.12, (主持人),
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Journal PapersMore>>
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【 2022】 Generalization Performance of Pure Accuracy and Its Application in Selective Ensemble Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, doi:10.1109/TPAMI.2022.3171436Jieting Wang, Yuhua Qian, Feijiang Li, Jiye Liang, Qingfu Zhang
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【 2022】 Neighborhood Information-based Method for Multivariate Association Mining, IEEE Transactions on Knowledge and Data Engineering,2022,In PressHonghong Cheng, Yuhua Qian, Yingjie Guo, Keyin Zheng, Qingfu Zhang
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【 2022】 Local Feature Selection for Large-scale Data Sets with Limited Labels, IEEE Transactions on Knowledge and Data Engineering,2022,In PressTian Yang, Yanfang Deng, Bin Yu, Yuhua Qian, Jianhua Dai
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【 2022】 Intelligent microscopic 3D shape reconstruction method based on 3D time-frequency transformation, 中国科学:信息科学, 2022, In PressTao Yan, Yuhua Qian, Feijiang Li, Hongren Yan, Jieting Wang, Jiye Liang, Keyin Zheng, Peng Wu, Lu Chen, Zhiguo Hu, Zhiwei Qiao, Jiangfeng Zhang, Xiaopeng Zhai
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【 2022】 AF: an association-based fusion method for multi-modal classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44(12):9236-9254Xinyan Liang, Yuhua Qian, Qian Guo, Honghong Cheng, Jiye Liang
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【 2022】 GLRM: Logical pattern mining in the case of inconsistent data distribution based on multigranulation strategy, International Journal of Approximate Reasoning, 2022,4(143):78-101Qian Guo, Yuhua Qian, Xinyan Liang
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【 2022】 A tensor generalized weighted linear predictor for FDA-MIMO radar parameter estimation, IEEE Transactions on Vehicular Technology,2022,In PressChao Wen, Yu Xie, Zhiwei Qiao, Liyun Xu, and Yuhua Qian
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【 2022】 Incremental feature spaces learning with label scarcity, ACM Transactions on Knowledge Discovery from Data,2022,16(6),106Shilin Gu,Yuhua Qian,Chenping Hou
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【 2022】 Locality-constrained discriminative matrix regression for robust face identification, IEEE Transactions on Neural Networks and Learning Systems,2022,33(3):1254-1268Chao Zhang,Huaxiong Li,Yuhua Qian,Chunlin Chen,Xianzhong Zhou
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【 2022】 Active and semi-supervised graph neural networks for graph classification, IEEE Transactions on Big Data, 2022,doi: 10.1109/TBDATA.2021.3140205Yu xie,Shengze Lv, Yuhua Qian,Chao Wen,JiyeLiang
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【 2022】 Local-global coupling relationship based low-light image enhancement, 中国科学: 信息科学, 2022, 52: 443–460, doi: 10. 1360/SSI-2021-0174Keqi Wang, Yuhua Qian, Jiye Liang, Chang Liu, Qin Huang, Lu Chen, Jieru jia
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【 2021】 Feature selection with fuzzy-rough minimum classification error criterion, IEEE Transactions on Fuzzy Systems, 2021, doi: 10.1109/TFUZZ.2021.3097811Changzhong Wang, Yuhua Qian, Weiping Ding, Xiaodong Feng
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【 2021】 Noise-tolerant fuzzy covering based multigranulation rough sets and feature subset selection, IEEE Transactions on Fuzzy Systems, 2021, doi: 10.1109/TFUZZ.2021.3093202Zhehuang Huang, Jinjin Li, Yuhua Qian
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【 2021】 Feature selection with missing labels using multilabel fuzzy neighborhood rough sets and maximum relevance minimum redundancy, IEEE Transactions on Fuzzy Systems, 2021, doi: 10.1109/TFUZZ.2021.3053844Lin Sun, Tengyu Yin, Weiping Ding, Yuhua Qian, Jiucheng Xu
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【 2021】 Enhanced group sparse regularized nonconvex regression for face recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, doi: 10.1109/TPAMI.2020. 3033994Chao Zhang, Huaxiong Li, Chunlin Chen, Yuhua Qian, Xianzhong Zhou
Conference PapersMore>>
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Hanmo Wang, Liang Du, Lei Shi, Peng Zhou, Yuhua Qian, Yi-Dong Shen