Haikun Hong

According to our database, Haikun Hong authored at least 19 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Collective causal inference with lag estimation.

Sizhen Du, Guojie Song, Haikun Hong

Neurocomputing, 2019

2018

Temporal Causal Inference with Time Lag.

Sizhen Du, Guojie Song, Lei Han, Haikun Hong

Neural Comput., 2018

Learning dynamic dependency network structure with time lag.

Sizhen Du, Guojie Song, Haikun Hong, Dong Liu

Sci. China Inf. Sci., 2018

2017

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

Xiabing Zhou, Haikun Hong, Xingxing Xing, Kaigui Bian, Kunqing Xie, Mingliang Xu

Neurocomputing, 2017

2016

Structure Feature Learning Method for Incomplete Data.

Xiabing Zhou, Xingxing Xing, Lei Han, Haikun Hong, Kaigui Bian, Kunqing Xie

Int. J. Pattern Recognit. Artif. Intell., 2016

Using the traffic heterogeneity of Chinese toll highway networks for hierarchical clustering.

Shi Fang, Kaigui Bian, Haikun Hong, Kunqing Xie, Yuwen Fu

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2016

The shortest path or not? Analyzing the ambiguity of path selection in China's toll highway networks.

Shi Fang, Kaigui Bian, Kunqing Xie, Dongxiao Cui, Haikun Hong

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015

Mining Dependencies Considering Time Lag in Spatio-Temporal Traffic Data.

Xiabing Zhou, Haikun Hong, Xingxing Xing, Wenhao Huang, Kaigui Bian, Kunqing Xie

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis.

Xingxing Xing, Xiabing Zhou, Haikun Hong, Wenhao Huang, Kaigui Bian, Kunqing Xie

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

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

Haikun Hong, Wenhao Huang, Xingxing Xing, Xiabing Zhou, Hongyu Lu, Kaigui Bian, Kunqing Xie

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Improving deep neural network ensembles using reconstruction error.

Wenhao Huang, Haikun Hong, Kaigui Bian, Xiabing Zhou, Guojie Song, Kunqing Xie

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Learning Common Metrics for Homogenous Tasks in Traffic Flow Prediction.

Haikun Hong, Xiabing Zhou, Wenhao Huang, Xingxing Xing, Fei Chen, Yu Lei, Kaigui Bian, Kunqing Xie

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Incorporating temporal smoothness and group structure in learning with incomplete data.

Xiabing Zhou, Lei Han, Xingxing Xing, Haikun Hong, Wenhao Huang, Kaigui Bian, Kunqing Xie

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Short-term traffic flow forecasting: Multi-metric KNN with related station discovery.

Haikun Hong, Wenhao Huang, Xiabing Zhou, Sizhen Du, Kaigui Bian, Kunqing Xie

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014

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

Wenhao Huang, Guojie Song, Haikun Hong, Kunqing Xie

IEEE Trans. Intell. Transp. Syst., 2014

Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting.

Haikun Hong, Wenhao Huang, Guojie Song, Kunqing Xie

Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

Dynamic boosting in deep learning using reconstruction error.

Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Deep process neural network for temporal deep learning.

Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Deep Architecture for Traffic Flow Prediction.

Wenhao Huang, Haikun Hong, Man Li, Weisong Hu, Guojie Song, Kunqing Xie

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013