Data compression techniques for urban traffic data

by Asif, Muhammad Tayyab, Kannan, Srinivasan, Dauwels, Justin H. G., Jaillet, Patrick
Published 2014

Bayesian Support Vector Regression for traffic speed prediction with error bars

by Gopi, Gaurav, Dauwels, Justin H. G., Asif, Muhammad Tayyab, Ashwin, Sridhar, Mitrovic, Nikola, Rasheed, Umer, Jaillet, Patrick
Published 2014

CUR decomposition for compression and compressed sensing of large-scale traffic data

by Mitrovic, Nikola, Asif, Muhammad Tayyab, Rasheed, Umer, Dauwels, Justin H. G., Jaillet, Patrick
Published 2014

Predicting traffic speed in urban transportation subnetworks for multiple horizons

by Dauwels, Justin, Aslam, Aamer, Asif, Muhammad Tayyab, Zhao, Xinyue, Vie, Nikola Mitro, Cichocki, Andrzej, Jaillet, Patrick
Published 2015

Unsupervised learning based performance analysis of v-support vector regression for speed prediction of a large road network

by Jaillet, Patrick, Asif, Muhammad Tayyab, Dauwels, Justin H. G., Goh, C. Y., Oran, Ali, Fathi, E., Xu, M., Dhanya, M. M., Mitrovic, Nikola
Published 2014

Extracting commuting patterns in railway networks through matrix decompositions

by Jere, Shashank, Dauwels, Justin, Asif, Muhammad Tayyab, Vie, Nikola Mitro, Cichocki, Andrzej, Jaillet, Patrick
Published 2015

Spatial and Temporal Patterns in Large-Scale Traffic Speed Prediction

by Asif, Muhammad Tayyab, Dauwels, Justin, Oran, Ali, Fathi, Esmail, Dhanya, Menoth Mohan, Mitrovic, Nikola, Jaillet, Patrick, Goh, Chong Yang, Xu, Muye
Published 2015

Online map-matching based on Hidden Markov model for real-time traffic sensing applications

by Goh, C. Y., Dauwels, Justin H. G., Mitrovic, Nikola, Asif, Muhammad Tayyab, Oran, Ali, Jaillet, Patrick
Published 2014

Low-dimensional models for missing data imputation in road networks

by Asif, Muhammad Tayyab, Mitrovic, Nikola, Garg, Lalit, Dauwels, Justin H. G., Jaillet, Patrick
Published 2014