Haikun Hong

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning

Wenhao Huang, Guojie Song, Haikun Hong et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 1.1K citations

Convolutional Neural Network, Engineering, Machine Learning +18

Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis

Xingxing Xing, Xiabing Zhou, Haikun Hong et al. · 2015 · 24 citations

Anomaly Detection, Machine Learning, Traffic Flow Decomposition +19

Hybrid Multi-metric K-Nearest Neighbor Regression for Traffic Flow Prediction

Haikun Hong, Wenhao Huang, Xingxing Xing et al. · 2015 · 16 citations

Engineering, Machine Learning, Traffic Flow +17

Deep process neural network for temporal deep learning

Wenhao Huang, Haikun Hong, Guojie Song et al. · 2014 · 16 citations

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +12

Discovering spatio-temporal dependencies based on time-lag in intelligent transportation data

Xiabing Zhou, Haikun Hong, Xingxing Xing et al. · Neurocomputing · 2017 · 15 citations

Engineering, Data Science, Data Mining +6