Weike Liu

Online Active Learning Ensemble Framework for Drifted Data Streams

Jicheng Shan, Hang Zhang, Weike Liu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 110 citations · Full text

Artificial Intelligence, Drifted Data Streams, Incremental Learning +15

A comprehensive active learning method for multiclass imbalanced data streams with concept drift

Weike Liu, Hang Zhang, Zhaoyun Ding et al. · Knowledge-Based Systems · 2021 · 100 citations · Full text

An enhanced differential evolution algorithm with a new oppositional-mutual learning strategy

Yunlang Xu, Xiaofeng Yang, Zhile Yang et al. · Neurocomputing · 2021 · 45 citations

Artificial Intelligence, Differential Evolution, Evolving Neural Network +5

Multiclass imbalanced and concept drift network traffic classification framework based on online active learning

Weike Liu, Cheng Zhu, Zhaoyun Ding et al. · Engineering Applications of Artificial Intelligence · 2022 · 45 citations · Full text

Internet Traffic Analysis, Network Flows, Engineering +14

Reinforcement Online Active Learning Ensemble for Drifting Imbalanced Data Streams

Hang Zhang, Weike Liu, Qingbao Liu · IEEE Transactions on Knowledge and Data Engineering · 2020 · 38 citations

Artificial Intelligence, Data Stream, Engineering +15