Low-dimensional models for missing data imputation in road networks
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Muhammad Tayyab Asif | Nikola Mitrovic | Justin Dauwels | Patrick Jaillet | Lalit Garg | Patrick Jaillet | J. Dauwels | M. Asif | Nikola Mitrovic | L. Garg
[1] Emmanuel J. Candès,et al. The Power of Convex Relaxation: Near-Optimal Matrix Completion , 2009, IEEE Transactions on Information Theory.
[2] Jieping Ye,et al. Tensor Completion for Estimating Missing Values in Visual Data , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] Yi Zhang,et al. Spatial-temporal traffic data analysis based on global data management using MAS , 2004, IEEE Trans. Intell. Transp. Syst..
[4] Gang Chang,et al. Comparison of missing data imputation methods for traffic flow , 2011, Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering (TMEE).
[5] Petros Drineas,et al. FAST MONTE CARLO ALGORITHMS FOR MATRICES II: COMPUTING A LOW-RANK APPROXIMATION TO A MATRIX∗ , 2004 .
[6] Juha Karhunen,et al. Principal Component Analysis for Sparse High-Dimensional Data , 2007, ICONIP.
[7] William T. Scherer,et al. Exploring Imputation Techniques for Missing Data in Transportation Management Systems , 2003 .
[8] Paola Batistoni,et al. International Conference , 2001 .
[9] Yanmin Zhu,et al. Challenges and Opportunities in Exploiting Large-Scale GPS Probe Data , 2011 .
[10] Shiqian Ma,et al. Fixed point and Bregman iterative methods for matrix rank minimization , 2009, Math. Program..
[11] Angshuman Guin,et al. Multiple Imputation Scheme for Overcoming the Missing Values and Variability Issues in ITS Data , 2005 .
[12] Ming Zhong,et al. Genetically Designed Models for Accurate Imputation of Missing Traffic Counts , 2004 .
[13] Tamara G. Kolda,et al. Scalable Tensor Factorizations for Incomplete Data , 2010, ArXiv.
[14] Alexander Skabardonis,et al. Detecting Errors and Imputing Missing Data for Single-Loop Surveillance Systems , 2003 .
[15] Justin Dauwels,et al. Tensor factorization for missing data imputation in medical questionnaires , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[16] Minglu Li,et al. Compressive Sensing Approach to Urban Traffic Sensing , 2011, 2011 31st International Conference on Distributed Computing Systems.
[17] Yi Zhang,et al. PPCA-Based Missing Data Imputation for Traffic Flow Volume: A Systematical Approach , 2009, IEEE Transactions on Intelligent Transportation Systems.
[18] M. Zhong,et al. ESTIMATION OF MISSING TRAFFIC COUNTS USING FACTOR, GENETIC, NEURAL AND REGRESSION TECHNIQUES , 2004 .
[19] Fei-Yue Wang,et al. Data-Driven Intelligent Transportation Systems: A Survey , 2011, IEEE Transactions on Intelligent Transportation Systems.
[20] Fabien Moutarde,et al. A New Traffic-Mining Approach for Unveiling Typical Global Evolutions of Large-Scale Road Networks , 2011 .
[21] Wanli Min,et al. Real-time road traffic prediction with spatio-temporal correlations , 2011 .
[22] Dirk Helbing,et al. Reconstructing the spatio-temporal traffic dynamics from stationary detector data , 2002 .