Bin-Bin Jia

According to our database, Bin-Bin Jia authored at least 14 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Learning label-specific features for decomposition-based multi-class classification.

Bin-Bin Jia, Jun-Ying Liu, Jun-Yi Hang, Min-Ling Zhang

Frontiers Comput. Sci., December, 2023

Towards Enabling Binary Decomposition for Partial Multi-Label Learning.

Bing-Qing Liu, Bin-Bin Jia, Min-Ling Zhang

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Multi-dimensional multi-label classification: Towards encompassing heterogeneous label spaces and multi-label annotations.

Bin-Bin Jia, Min-Ling Zhang

Pattern Recognit., June, 2023

Multi-Dimensional Classification via Decomposed Label Encoding.

Bin-Bin Jia, Min-Ling Zhang

IEEE Trans. Knowl. Data Eng., 2023

Progressive Label Propagation for Semi-Supervised Multi-Dimensional Classification.

Teng Huang, Bin-Bin Jia, Min-Ling Zhang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Maximum Margin Multi-Dimensional Classification.

Bin-Bin Jia, Min-Ling Zhang

IEEE Trans. Neural Networks Learn. Syst., 2022

Decomposition-Based Classifier Chains for Multi-Dimensional Classification.

Bin-Bin Jia, Min-Ling Zhang

IEEE Trans. Artif. Intell., 2022

Multi-dimensional Classification via Selective Feature Augmentation.

Bin-Bin Jia, Min-Ling Zhang

Int. J. Autom. Comput., 2022

2021

Multi-Dimensional Classification via Sparse Label Encoding.

Bin-Bin Jia, Min-Ling Zhang

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Multi-dimensional classification via <i>k</i>NN feature augmentation.

Bin-Bin Jia, Min-Ling Zhang

Pattern Recognit., 2020

Multi-dimensional classification via stacked dependency exploitation.

Bin-Bin Jia, Min-Ling Zhang

Sci. China Inf. Sci., 2020

Combining One-vs-One Decomposition and Instance-Based Learning for Multi-Class Classification.

Jun-Ying Liu, Bin-Bin Jia

IEEE Access, 2020

Md-knn: An Instance-based Approach for Multi-Dimensional Classification.

Bin-Bin Jia, Min-Ling Zhang

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Multi-Dimensional Classification via kNN Feature Augmentation.

Bin-Bin Jia, Min-Ling Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019