Siqi Ren

Smart and Practical Privacy-Preserving Data Aggregation for Fog-Based Smart Grids

Shuai Zhao, Fenghua Li, Hongwei Li et al. · IEEE Transactions on Information Forensics and Security · 2020 · 183 citations

Incremental learning imbalanced data streams with concept drift: The dynamic updated ensemble algorithm

Li Zeng, Wenchao Huang, Yan Xiong et al. · Knowledge-Based Systems · 2020 · 87 citations

Incremental Learning, Engineering, Machine Learning +11

Selection-based resampling ensemble algorithm for nonstationary imbalanced stream data learning

Siqi Ren, Wen Zhu, Bo Liao et al. · Knowledge-Based Systems · 2018 · 67 citations

Engineering, Machine Learning, Data Science +10

Knowledge-maximized ensemble algorithm for different types of concept drift

Siqi Ren, Bo Liao, Wen Zhu et al. · Information Sciences · 2017 · 65 citations

Engineering, Machine Learning, Data Science +9

The Gradual Resampling Ensemble for mining imbalanced data streams with concept drift

Siqi Ren, Bo Liao, Wen Zhu et al. · Neurocomputing · 2018 · 60 citations

Gradual Resampling Ensemble, Machine Learning, Data Science +12