Bin-Bin Jia

Orcid: 0000-0003-3302-9398

Affiliations:
  • Lanzhou University of Technology, College of Electrical and Information Engineering, Lanzhou, China
  • Southeast University, School of Computer Science and Engineering, Nanjing, China (PhD)


According to our database1, Bin-Bin Jia authored at least 22 papers between 2019 and 2026.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2026
Partial label learning with semi-supervised clustering disambiguation.
Pattern Recognit., 2026

2025
Pairwise statistical comparisons of multiple algorithms.
Frontiers Comput. Sci., December, 2025

Instance-Specific Loss-Weighted Decoding for Decomposition-Based Multiclass Classification.
IEEE Trans. Neural Networks Learn. Syst., June, 2025

Evolutionary Classifier Chain for Multi-Dimensional Classification.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Towards exploiting linear regression for multi-class/multi-label classification: an empirical analysis.
Int. J. Mach. Learn. Cybern., September, 2024

Wafer Map Defect Classification Using Autoencoder-Based Data Augmentation and Convolutional Neural Network.
CoRR, 2024

Deep Multi-Dimensional Classification with Pairwise Dimension-Specific Features.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Multi-Dimensional Classification via NSGA-III Algorithm and Sparse Label Encoding.
Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering, 2024

2023
Learning label-specific features for decomposition-based multi-class classification.
Frontiers Comput. Sci., December, 2023

Towards Enabling Binary Decomposition for Partial Multi-Label Learning.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Multi-dimensional multi-label classification: Towards encompassing heterogeneous label spaces and multi-label annotations.
Pattern Recognit., June, 2023

Multi-Dimensional Classification via Decomposed Label Encoding.
IEEE Trans. Knowl. Data Eng., 2023

Progressive Label Propagation for Semi-Supervised Multi-Dimensional Classification.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022
Maximum Margin Multi-Dimensional Classification.
IEEE Trans. Neural Networks Learn. Syst., 2022

Decomposition-Based Classifier Chains for Multi-Dimensional Classification.
IEEE Trans. Artif. Intell., 2022

Multi-dimensional Classification via Selective Feature Augmentation.
Int. J. Autom. Comput., 2022

2021
Multi-Dimensional Classification via Sparse Label Encoding.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Multi-dimensional classification via <i>k</i>NN feature augmentation.
Pattern Recognit., 2020

Multi-dimensional classification via stacked dependency exploitation.
Sci. China Inf. Sci., 2020

Combining One-vs-One Decomposition and Instance-Based Learning for Multi-Class Classification.
IEEE Access, 2020

Md-knn: An Instance-based Approach for Multi-Dimensional Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Multi-Dimensional Classification via kNN Feature Augmentation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019


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