News
Yuting Xu's paper is accepted by Applied Intelligence. Congratulations Yuting Xu!
2024.8.16
Qingyan Li's paper is accepted by Neural Processing Letters. Congratulations Qingyan Li!
2024.5.23
Qing Zhu's paper is accepted by Information Sciences. Congratulations Qing Zhu!
2024.5.5
Wenxin Ge's paper is accepted by Neural Processing Letters. Congratulations Wenxin Ge!
2023.12.13
Jiali Miao's paper is accepted by SOFT COMPUTING. Congratulations Jiali Miao!
2023.2.7
Kun Qian's paper is accepted by PATTERN RECOGNITION. Congratulations Kun Qian!
2022.11.6
Kun Qian's paper is accepted by Artificial Intelligence Review. Congratulations Kun Qian!
2022.7.4
Qingyan Li's paper is accepted by Neurocomputing. Congratulations Qingyan Li!
2022.6.19
Jiali Miao and Chao Zhang have been admitted to Hefei University of Technology for Ph.D. Congratulations Chao Zhang and Jiali Miao!
2022.6.15
Chao Zhang's paper is accepted by International Journal of Interactive Multimedia and Artificial Intelligence. Congratulations Chao Zhang!
2022.6.6
Kun Qian's paper is accepted by Information Sciences. Congratulations Kun Qian!
2022.2.23
Chao Zhang's paper is accepted by International Journal of Machine Learning and Cybernetics. Congratulations Chao Zhang!
2021.9.16
Jiachao Bao's paper is accepted by Applied Intelligence. Congratulations Jiachao Bao!
2021.7.27
Congratulations! Lulu Zhang was admitted as a doctoral candidate by Jiangsu University.
2021.5.14
Lulu Zhang's paper is accepted by Soft Computing. Congratulations Lulu Zhang!
2021.5.14
Dawei Zhao's paper is accepted by Knowledge-based Systems. Congratulations PH.D Zhao!
2021.2.8
Dawei Zhao's paper is accepted by Applied Soft Computing. Congratulations PH.D Zhao!
2021.1.18
Congratulations! Weijie Zheng was admitted as a doctoral candidate by Anhui University.
2021.1.16
Our Team was once again awarded as excellent master's thesis of Anhui Province. Congratulations Kun Qian!
2020.12.28
Congratulations! Song Fan's paper is accepted by Applied Intelligence.
2020.12.11
Congratulations! Zheng Weijie's paper is accepted by Applied Soft Computing.
2020.11.2
Hello World! Our DMML homepage is online.
2020.10.16
Publications
Multi-view Multi-label Learning for Label-Specific Feature via Local Shared Subspace Learning
•Yusheng Cheng, Yuting Xu, Wenxin Ge
• Applied Intelligence
• Accepted
Repository
Multi-view Multi-label Learning with Shared Features Inconsistency
• Qingyan Li, Yusheng Cheng
• Neural Processing Letters
• 2024,56:182 DOI: 10.1007/s11063-024-11528-w
Repository
Hierarchical classification with exponential weighting of multi-granularity paths
• Yibin Wang, Qing Zhu, Yusheng Cheng
• Information Sciences
• Accepted
Repository
Causality-driven Intra-class Non-equilibrium Label-specific Features Learning
• Wenxin Ge, Yibin Wang, Yuting Xu, Yusheng Cheng
• Neural Processing Letters
• Accepted
Repository
Parallel Dual-channel Multi-label Feature Selection
• Jiali Miao, Yibin Wang, Yusheng Cheng, Fei Chen
• SOFT COMPUTING
• Accepted
Repository
Weight matrix sharing for multi-label learning
• Kun Qian, Xue-Yang Min, Yusheng Cheng, Fan Min
• PATTERN RECOGNITION
• 2023, 136: 109156.10.1016/j.patcog.2022.109156
Repository
Self-dependence multi-label learning with double k for missing labels
• Kun Qian, Xue-Yang Min, Yusheng Cheng, Guojie Song, Fan Min
• Artificial Intelligence Review
• 2022:1-38.10.1007/s10462-022-10279-1
Repository
Multi-view multi-label learning with view feature attention allocation
• Yusheng Cheng, Qingyan Li, Yibin Wang, Weijie Zheng
• Neurocomputing
• 2022, 501: 857-874.10.1016/j.neucom.2022.06.068
Repository
Interactive Causal Correlation Space Reshape for Multi-label Classification
• Chao Zhang, Yusheng Cheng, Yibin Wang, Yuting Xu
• International Journal of Interactive Multimedia and Artificial Intelligence
• Sep2022, Vol. 7 Issue 5, p109-120.10.9781/ijimai.2022.08.007
Repository
Global and local attention-based multi-label learning with missing labels
• Yusheng Cheng, Kun Qian, Fan Min
• Information Sciences
• 2022, 594: 20-42.10.1016/j.ins.2022.02.022
Repository
Multi-Label Space Reshape for Semantic-rich Label-Specific Features Learning
• Yusheng Cheng, Chao Zhang, Shufang Pang
• International Journal of Machine Learning and Cybernetics
• 2022: 1-15.10.1007/s13042-021-01432-3
Repository
Asymmetry Label Correlation for Multi-Label Learning
• Jiachao Bao, Yibin Wang, Yusheng Cheng
• Applied Intelligence
• 2022, 52(6): 6093-6105.10.1007/s10489-021-02725-4
Repository
Feature-Label Dual-Mapping for Missing-Label-Specific Features Learning
• Lulu Zhang, Yusheng Cheng, Yibin Wang, Gensheng Pei
• Soft Computing
• 25, 9307–9323 (2021).10.1007/s00500-021-05884-1
Repository
Consistency and diversity neural network multi-view multi-label learning
• Dawei Zhao, Qingwei Gao, Yixiang lu, Dong Sun, Yusheng Cheng.
• Knowledge-based Systems
• DOI: 10.1016/j.knosys.2021.106841
Repository
Two-step multi-view and multi-label learning with missing label via subspace learning
• Dawei Zhao, Qingwei Gao, Yixiang lu, Dong Sun.
• Applied Soft Computing
• DOI: 10.1016/j.asoc.2021.107120
Repository
Missing multi-label learning with non-equilibrium based on two-level autoencoder
• Yusheng Cheng, Fan Song, Kun Qian.
• Applied Intelligence
• 2021:1-19.10.1007/s10489-020-02140-1
Repository
Two-Level Label Recovery-based Label Embedding for Multi-label Classification with Missing Labels
• Yibin Wang, Zheng Weijie, Yusheng Cheng, Dawei Zhao.
• Applied Soft Computing
• DOI: 10.1016/j.asoc.2020.106868
Repository
Label-Specific Features Learning for Feature-Specific Labels Association Mining
in Chinese
• Yusheng Cheng, Lulu Zhang, Yibin Wang, Gensheng Pei.
• Journal of Computer Research and Development
• 2021, Vol. 58, Issue (1): 34-47.10.7544/issn1000-1239.2021.20190674
Repository
Missing Multi-label Learning with Non-equilibrium Based on Classification Margin
• Yusheng Cheng, Kun Qian, Yibin Wang, Dawei Zhao.
• Applied Soft Computing
• 2020, 86: 105924
Repository
Joint Label Completion and Label-specific Features for Multi-Label learning algorithm
• Yibin Wang, Weijie Zheng, Yusheng Cheng, Dawei Zhao.
• Soft Computing
• 2020, 24(9): 6553-6569
Repository
Group-Label-Specific Features Learning Based on Label-Density Classification Margin
in Chinese
• Yibin Wang, Gensheng Pei, Yusheng Cheng.
• Journal of Electronics & Information Technology
• 2020, 42(5): 1179-1187
Repository
Multi-Label Feature Extraction Method Relied on Feature-Label Dependence Auto-encoder
in Chinese
• Yusheng Cheng, Zhiwei Li, Shufang Pang.
• Journal of Frontiers of Computer Science and Technology
• 2020, 14(3): 470-481
Repository
Multi-label Learning with Kernel Extreme Learning Machine AutoEncoder
• Yusheng Cheng, Dawei Zhao, Yibin Wang, Gensheng Pei.
• Knowledge-Based Systems
• 2019, 178: 1-10
Repository
Multi-label Learning of Kernel Extreme Learning Machine with Non-equilibrium Label Completion
in Chinese
• Yusheng Cheng, Dawei Zhao, Yibin Wang, Gensheng Pei.
• Chinese Journal of Electronics
• 2019, 47(3): 719-725
Repository
Streaming Feature Selection for Multi-Label Data with Dynamic Sliding Windows and Feature Repulsion Loss
• Yu Li, Yusheng Cheng.
• Entropy
• 2019, 21(12): 1151
Repository
Multi-label Streaming Feature Selection Combining Sliding Window and Fuzzy Mutual Information
in Chinese
• Yusheng Cheng, Yu Li, Yibin Wang, Fei Chen.
• Journal of Chinese Computer Systems
• 2019, 40(2): 320-327
Repository
Heterogeneous Ensemble Learning Algorithm Based on Label Distribution Learning
in Chinese
• Yibin Wang, Wenquan Tian, Yusheng Cheng.
• Pattern Recognition and Artificial Intelligence
• 2019, 32(10): 945-954
Repository
Multi-label Learning Algorithm of An Elastic Net Kernel Extreme Learning Machine
in Chinese
• Yibin Wang, Gensheng Pei, Yusheng Cheng.
• CAAI Transactions on Intelligent Systems
• 2019, 14(4): 831-842
Repository
Label Distribution Learning Based on Spectral Clustering
in Chinese
• Yibin Wang, Tianli Li, Yusheng Cheng.
• CAAI Transactions on Intelligent Systems
• 2019, 14(5): 966-973
Repository
Multi-label Learning of Non-equilibrium Labels Completion with Mean Shift
• Yusheng Cheng, Dawei Zhao, Wenfa Zhan, Yibin Wang.
• Neurocomputing
• 2018, 321: 92-102
Repository
Text Classification of Minimal Risk with Three-way Decisions
• Yusheng Cheng, Kai Rui.
• Journal of Information and Optimization Sciences
• 2018, 39(4): 973~987
Repository
Multi-label Learning for Non-equilibrium Labels Completion in Neighborhood Labels Space
in Chinese
• Yusheng Cheng, Dawei Zhao, Kun Qian.
• Pattern Recognition and Artificial Intelligence
• 2018, 31(8): 740-749
Repository
Multi-label Learning Algorithm of Regression Kernel Extreme Learning Machine
in Chinese
• Yibin Wang, Yusheng Cheng, Yue He, Gensheng Pei.
• Pattern Recognition and Artificial Intelligence
• 2018, 31(5): 419-430
Repository
Rules Extraction in Formal Decision Contexts Based on the Merging of Three-Way Concept Lattices
in Chinese
• Yibin Wan, Sichun Yang.
• Journal of University of Electronic Science and Technology of China
• 2018, 47(6): 913-920
Repository
Automatic Determination About Precision Parameter Value Based on Inclusion Degree with Variable Precision Rough Set Model
• Yusheng Cheng, Wenfa Zhan, Xindong Wu, Yuzhou Zhang.
• Information Sciences
• 2015, 1(290): 72-85
Repository
QQ: 406402655