Jianhua Guo

Adaptive Kalman filter approach for stochastic short-term traffic flow rate prediction and uncertainty quantification

Jianhua Guo, Wei Huang, Billy M. Williams · Transportation Research Part C Emerging Technologies · 2014 · 632 citations

Computing, Computational Engineering, Stochastic Processes +13

Multi-vehicle detection algorithm through combining Harr and HOG features

Yun Wei, Qing Tian, Jianhua Guo et al. · Mathematics and Computers in Simulation · 2018 · 119 citations

Computing, Computer Science, Computer Vision +11

Real-Time Short-Term Traffic Speed Level Forecasting and Uncertainty Quantification Using Layered Kalman Filters

Jianhua Guo, Billy M. Williams · Transportation Research Record Journal of the Transportation Research Board · 2010 · 104 citations

Engineering, Transportation Planning, Forecasting +16

Short-Term Traffic Flow Prediction Based on Least Square Support Vector Machine with Hybrid Optimization Algorithm

Chuan Luo, Chi Huang, Jinde Cao et al. · Neural Processing Letters · 2019 · 83 citations

Computing, Civil Engineering, Computational Engineering +16

Real time traffic flow outlier detection using short-term traffic conditional variance prediction

Jianhua Guo, Wei Huang, Billy M. Williams · Transportation Research Part C Emerging Technologies · 2014 · 71 citations

Computing, Data Science, Machine Learning +11