Compressed prediction of large-scale urban traffic
暂无分享,去创建一个
Muhammad Tayyab Asif | Nikola Mitrovic | Justin Dauwels | Patrick Jaillet | Patrick Jaillet | J. Dauwels | M. Asif | Nikola Mitrovic
[1] H. J. Van Zuylen,et al. Bayesian committee of neural networks to predict travel times with confidence intervals , 2009 .
[2] Michel Pasquier,et al. POP-TRAFFIC: a novel fuzzy neural approach to road traffic analysis and prediction , 2006, IEEE Transactions on Intelligent Transportation Systems.
[3] Sejoon Lim,et al. City-scale traffic estimation from a roving sensor network , 2012, SenSys '12.
[4] Muhammad Tayyab Asif,et al. Low-dimensional models for missing data imputation in road networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[5] Bernhard Schölkopf,et al. A tutorial on support vector regression , 2004, Stat. Comput..
[6] Gene H. Golub,et al. Calculating the singular values and pseudo-inverse of a matrix , 2007, Milestones in Matrix Computation.
[7] Hossein Jula,et al. Vehicle Route Guidance Systems: Classification and Comparison , 2006, 2006 IEEE Intelligent Transportation Systems Conference.
[8] Yi Lu Murphey,et al. Real time vehicle speed prediction using a Neural Network Traffic Model , 2011, The 2011 International Joint Conference on Neural Networks.
[9] Muhammad Tayyab Asif,et al. CUR decomposition for compression and compressed sensing of large-scale traffic data , 2013, 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013).
[10] Kannan Srinivasan,et al. Data compression techniques for urban traffic data , 2013, 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS).
[11] M. Ramasubba Reddy,et al. Near-Lossless Multichannel EEG Compression Based on Matrix and Tensor Decompositions , 2013, IEEE Journal of Biomedical and Health Informatics.
[12] Wanli Min,et al. Real-time road traffic prediction with spatio-temporal correlations , 2011 .
[13] Petros Drineas,et al. CUR matrix decompositions for improved data analysis , 2009, Proceedings of the National Academy of Sciences.
[14] Jan-Ming Ho,et al. Travel time prediction with support vector regression , 2003, Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems.
[15] Tamara Djukic,et al. Application of Principal Component Analysis to Predict Dynamic Origin–Destination Matrices , 2012 .
[16] Muhammad Tayyab Asif,et al. Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network , 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.
[17] Paolo Frasconi,et al. Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning , 2013, IEEE Transactions on Intelligent Transportation Systems.
[18] Chang-Tien Lu,et al. Traffic Flow Prediction for Urban Network using Spatio-Temporal Random , 2011 .
[19] S. Muthukrishnan,et al. Relative-Error CUR Matrix Decompositions , 2007, SIAM J. Matrix Anal. Appl..
[20] Fei-Yue Wang,et al. Data-Driven Intelligent Transportation Systems: A Survey , 2011, IEEE Transactions on Intelligent Transportation Systems.