主要论文 |
【期刊论文】（筛选展示5篇） |
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[1] Yiqun Zhang and Yiu-ming Cheung*, “Learnable Weighting of Intra-attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 44, No. 7, pp. 3560-3576, 2022. |
中科院SCI 1区 | Top期刊 | 影响因子: 23.6 |
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[2] Yiqun Zhang and Yiu-ming Cheung*, “Graph-based Dissimilarity Measurement for Cluster Analysis of Any-Type-Attributed Data”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 34, No. 9, pp. 6530-6544, 2023. |
中科院SCI 1区 | Top期刊 | 影响因子: 10.4 |
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[3] Yiqun Zhang and Yiu-ming Cheung*, “A New Distance Metric Exploiting Heterogeneous Inter-Attribute Relationship for Ordinal-and-Nominal-Attribute Data Clustering”, IEEE Transactions on Cybernetics (TCYB), Vol. 52, No. 2, pp. 758-771, 2022. |
中科院SCI 1区 | Top期刊 | 影响因子: 11.8 |
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[4] Yiqun Zhang, Yiu-ming Cheung* and Kay Chen Tan, “A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 31, No. 1, pp. 39-52, 2020. |
中科院SCI 1区 | Top期刊 | 影响因子: 10.4 |
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[5] Yiu-ming Cheung* and Yiqun Zhang, “Fast and Accurate Hierarchical Clustering Based on Growing Multi-Layer Topology Training”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol. 30, No. 3, pp. 876-890, 2019. |
中科院SCI 1区 | Top期刊 | 影响因子: 10.4 |
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【会议论文】（筛选展示5篇） |
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[1] Yiqun Zhang, Yiu-ming Cheung*, et. al., “Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data Clustering”, Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI), pp. 3758-3765, Vienna, Austria, July 23-29, 2022. |
CCF-A |
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[2] Yiqun Zhang and Yiu-ming Cheung*, “An Ordinal Data Clustering Algorithm with Automated Distance Learning”, Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI), pp. 6869-6876, New York, USA, February 7-12, 2020. |
CCF-A |
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[3] Lang Zhao, Yiqun Zhang*, et. al, “Selecting Heterogeneous Features based on Unified Density-Guided Neighborhood Relation for Complex Biomedical Data Analysis”, Proceedings of the 2023 International Conference on Bioinformatics and Biomedicine (BIBM), pp. 1-8, Istanbul, Turkey, December 5-8, 2023. |
CCF-B | 本科科研生成果 |
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[4] Zhipeng Zhang, Yiqun Zhang*, et. al, “Time-Series Data Imputation via Realistic Masking-Guided Tri-Attention Bi-GRU”, Proceedings of the 26th European Conference on Artificial Intelligence (ECAI), pp. 1-8, Krakow, Poland, October 2-4, 2023. |
CCF-B |
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[5] Pengkai Wang, Yiqun Zhang*, et. al., “Clustering by Learning the Ordinal Relationships of Qualitative Attribute Values”, Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN), pp. 1-8, Yokohama, Japan, June 30-July 5, 2024. |
CCF-C | 本科科研生成果 |
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（注：* 通讯作者 / Corresponding Author） |
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