Yidan Yu

PSO-ELM: A Hybrid Learning Model for Short-Term Traffic Flow Forecasting

Weihong Cai, Junjie Yang, Yidan Yu et al. · IEEE Access · 2020 · 117 citations · Full text

Traffic Theory, Engineering, Machine Learning +16

A noise-immune Kalman filter for short-term traffic flow forecasting

Lingru Cai, Zhanchang Zhang, Junjie Yang et al. · Physica A Statistical Mechanics and its Applications · 2019 · 116 citations

Traffic Flow, Traffic Prediction, Traffic Model +3

A Sample-Rebalanced Outlier-Rejected $k$ -Nearest Neighbor Regression Model for Short-Term Traffic Flow Forecasting

Lingru Cai, Yidan Yu, Shuangyi Zhang et al. · IEEE Access · 2020 · 78 citations · Full text

Forecasting Methodology, Network Flows, Engineering +14

A noise-immune LSTM network for short-term traffic flow forecasting

Lingru Cai, Mingqin Lei, Shuangyi Zhang et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2020 · 67 citations

Network Flows, Engineering, Machine Learning +13