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Bin-Bin Jia

Orcid: 0000-0003-3302-9398

Affiliations:
  • Lanzhou University of Technology, College of Electrical and Information Engineering, China


According to our database1, Bin-Bin Jia authored at least 17 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2024
Towards exploiting linear regression for multi-class/multi-label classification: an empirical analysis.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Jun-Ying Liu
,
Min-Ling Zhang
Int. J. Mach. Learn. Cybern., September, 2024

Wafer Map Defect Classification Using Autoencoder-Based Data Augmentation and Convolutional Neural Network.
[BibTeX]
[DOI]
Yin-Yin Bao
,
Er-Chao Li
,
Hong-Qiang Yang
,
Bin-Bin Jia
CoRR, 2024

Deep Multi-Dimensional Classification with Pairwise Dimension-Specific Features.
[BibTeX]
[DOI]
Teng Huang
,
Bin-Bin Jia
,
Min-Ling Zhang
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023
Learning label-specific features for decomposition-based multi-class classification.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
Pattern Recognit., June, 2023

Multi-Dimensional Classification via Decomposed Label Encoding.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
IEEE Trans. Knowl. Data Eng., 2023

Progressive Label Propagation for Semi-Supervised Multi-Dimensional Classification.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
IEEE Trans. Neural Networks Learn. Syst., 2022

Decomposition-Based Classifier Chains for Multi-Dimensional Classification.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
IEEE Trans. Artif. Intell., 2022

Multi-dimensional Classification via Selective Feature Augmentation.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
Int. J. Autom. Comput., 2022

2021
Multi-Dimensional Classification via Sparse Label Encoding.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
Pattern Recognit., 2020

Multi-dimensional classification via stacked dependency exploitation.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
Sci. China Inf. Sci., 2020

Combining One-vs-One Decomposition and Instance-Based Learning for Multi-Class Classification.
[BibTeX]
[DOI]
Jun-Ying Liu
,
Bin-Bin Jia
IEEE Access, 2020

Md-knn: An Instance-based Approach for Multi-Dimensional Classification.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Multi-Dimensional Classification via kNN Feature Augmentation.
[BibTeX]
[DOI]
Bin-Bin Jia
,
Min-Ling Zhang
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019


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