Jiadong Ren

PM2.5 concentration forecasting at surface monitoring sites using GRU neural network based on empirical mode decomposition

Guoyan Huang, Xinyi Li, Bing Zhang et al. · The Science of The Total Environment · 2021 · 238 citations

Pollution Detection, Environmental Monitoring, Engineering +13

Building an Effective Intrusion Detection System by Using Hybrid Data Optimization Based on Machine Learning Algorithms

Jiadong Ren, Jiawei Guo, Qian Wang et al. · Security and Communication Networks · 2019 · 121 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

DMP_MI: An Effective Diabetes Mellitus Classification Algorithm on Imbalanced Data With Missing Values

Qian Wang, Weijia Cao, Jiawei Guo et al. · IEEE Access · 2019 · 112 citations · Full text

Data Classification, Classification Method, Imbalanced Data +15

Health Data Driven on Continuous Blood Pressure Prediction Based on Gradient Boosting Decision Tree Algorithm

Bing Zhang, Jiadong Ren, Yongqiang Cheng et al. · IEEE Access · 2019 · 88 citations · Full text

Hypertension, Engineering, Machine Learning +20

A Novel Multimodal-Sequential Approach Based on Multi-View Features for Network Intrusion Detection

Haitao He, Xiaobing Sun, Hongdou He et al. · IEEE Access · 2019 · 86 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +22