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