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Bin-Bin Jia

贾彬彬

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unicode name: 贾彬彬
affiliation: Lanzhou University of Technology, College of Electrical and Information Engineering, China

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Journal Articles

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2023
[j10]
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  - journals/fcsc/JiaLHZ23
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Bin-Bin Jia, Jun-Ying Liu, Jun-Yi Hang, Min-Ling Zhang:
Learning label-specific features for decomposition-based multi-class classification. Frontiers Comput. Sci. 17(6): 176348 (2023)
[j9]
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Bing-Qing Liu, Bin-Bin Jia, Min-Ling Zhang:
Towards Enabling Binary Decomposition for Partial Multi-Label Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13203-13217 (2023)
[j8]
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Bin-Bin Jia, Min-Ling Zhang:
Multi-dimensional multi-label classification: Towards encompassing heterogeneous label spaces and multi-label annotations. Pattern Recognit. 138: 109357 (2023)
[j7]
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Bin-Bin Jia, Min-Ling Zhang:
Multi-Dimensional Classification via Decomposed Label Encoding. IEEE Trans. Knowl. Data Eng. 35(2): 1844-1856 (2023)
2022
[j6]
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Bin-Bin Jia, Min-Ling Zhang:
Multi-dimensional Classification via Selective Feature Augmentation. Int. J. Autom. Comput. 19(1): 38-51 (2022)
[j5]
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Bin-Bin Jia, Min-Ling Zhang:
Decomposition-Based Classifier Chains for Multi-Dimensional Classification. IEEE Trans. Artif. Intell. 3(2): 176-191 (2022)
[j4]
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Bin-Bin Jia, Min-Ling Zhang:
Maximum Margin Multi-Dimensional Classification. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7185-7198 (2022)
2020
[j3]
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Jun-Ying Liu, Bin-Bin Jia:
Combining One-vs-One Decomposition and Instance-Based Learning for Multi-Class Classification. IEEE Access 8: 197499-197507 (2020)
[j2]
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Bin-Bin Jia, Min-Ling Zhang:
Multi-dimensional classification via stacked dependency exploitation. Sci. China Inf. Sci. 63(12) (2020)
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Bin-Bin Jia, Min-Ling Zhang:
Multi-dimensional classification via kNN feature augmentation. Pattern Recognit. 106: 107423 (2020)

Conference and Workshop Papers

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2023
[c5]
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Teng Huang, Bin-Bin Jia, Min-Ling Zhang:
Progressive Label Propagation for Semi-Supervised Multi-Dimensional Classification. IJCAI 2023: 3821-3829
2021
[c4]
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Bin-Bin Jia, Min-Ling Zhang:
Multi-Dimensional Classification via Sparse Label Encoding. ICML 2021: 4917-4926
2020
[c3]
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Bin-Bin Jia, Min-Ling Zhang:
Maximum Margin Multi-Dimensional Classification. AAAI 2020: 4312-4319
[c2]
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Bin-Bin Jia, Min-Ling Zhang:
Md-knn: An Instance-based Approach for Multi-Dimensional Classification. ICPR 2020: 126-133
2019
[c1]
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Bin-Bin Jia, Min-Ling Zhang:
Multi-Dimensional Classification via kNN Feature Augmentation. AAAI 2019: 3975-3982

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