2025
A Semi-Supervised Active Learning Neural Network for Data Streams With Concept Drift.
IEEE Comput. Intell. Mag., February, 2025

Adaptive stochastic configuration network based on online active learning for evolving data streams.
Inf. Sci., 2025

OTL-CE : Online transfer learning for data streams with class evolution.
Neurocomputing, 2025

2024
Dynamic Ensemble Selection for Imbalanced Data Streams With Concept Drift.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Incremental Weighted Ensemble for Data Streams With Concept Drift.
IEEE Trans. Artif. Intell., January, 2024

Robust online active learning with cluster-based local drift detection for unbalanced imperfect data.
Appl. Soft Comput., 2024

Online semi-supervised active learning ensemble classification for evolving imbalanced data streams.
Appl. Soft Comput., 2024

2023
Reduced-Space Multistream Classification Based on Multiobjective Evolutionary Optimization.
IEEE Trans. Evol. Comput., 2023

2022
Evolutionary Dual-Ensemble Class Imbalance Learning for Human Activity Recognition.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

A transfer weighted extreme learning machine for imbalanced classification.
Int. J. Intell. Syst., 2022

A dual evolutionary bagging for class imbalance learning.
Expert Syst. Appl., 2022

2021
A novel oversampling technique based on the manifold distance for class imbalance learning.
Int. J. Bio Inspired Comput., 2021

Manifold cluster-based evolutionary ensemble imbalance learning.
Comput. Ind. Eng., 2021

Ensemble Recognition Based on the Harmonic Information Gain Ratio for Unsafe Behaviors in Coal Mines.
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021