Muhammad Tayyab Asif
Muhammad Tayyab Asif
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Title
Cited by
Cited by
Year
Online map-matching based on hidden markov model for real-time traffic sensing applications
CY Goh, J Dauwels, N Mitrovic, MT Asif, A Oran, P Jaillet
2012 15th International IEEE Conference on Intelligent Transportation …, 2012
2272012
Spatiotemporal patterns in large-scale traffic speed prediction
MT Asif, J Dauwels, CY Goh, A Oran, E Fathi, M Xu, MM Dhanya, ...
IEEE Transactions on Intelligent Transportation Systems 15 (2), 794-804, 2014
1622014
Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks
MT Asif, N Mitrovic, J Dauwels, P Jaillet
IEEE Transactions on Intelligent Transportation Systems 17 (7), 1816-1825, 2016
872016
Low-dimensional models for missing data imputation in road networks
MT Asif, N Mitrovic, L Garg, J Dauwels, P Jaillet
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International …, 2013
642013
Low-Dimensional Models for Compressed Sensing and Prediction of Large-Scale Traffic Data
N Mitrovic, MT Asif, J Dauwels, P Jaillet
Intelligent Transportation Systems, IEEE Transactions on 16 (5), 2949 - 2954, 2015
422015
Wavelets on graphs with application to transportation networks
DM Mohan, MT Asif, N Mitrovic, J Dauwels, P Jaillet
17th International IEEE Conference on Intelligent Transportation Systems …, 2014
382014
CUR decomposition for compression and compressed sensing of large-scale traffic data
N Mitrovic, MT Asif, U Rasheed, J Dauwels, P Jaillet
16th International IEEE Conference on Intelligent Transportation Systems …, 2013
342013
Data compression techniques for urban traffic data
MT Asif, S Kannan, J Dauwels, P Jaillet
2013 IEEE Symposium on Computational Intelligence in Vehicles and …, 2013
292013
Predicting traffic speed in urban transportation subnetworks for multiple horizons
J Dauwels, A Aslam, MT Asif, X Zhao, NM Vie, A Cichocki, P Jaillet
2014 13th International Conference on Control Automation Robotics & Vision …, 2014
262014
Bayesian support vector regression for traffic speed prediction with error bars
G Gopi, J Dauwels, MT Asif, S Ashwin, N Mitrovic, U Rasheed, P Jaillet
16th International IEEE Conference on Intelligent Transportation Systems …, 2013
202013
Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network
MT Asif, J Dauwels, CY Goh, A Oran, E Fathi, M Xu, MM Dhanya, ...
2012 15th International IEEE Conference on Intelligent Transportation …, 2012
182012
Near-Lossless Compression for Large Traffic Networks
MT Asif, K Srinivasan, N Mitrovic, J Dauwels, P Jaillet
Intelligent Transportation Systems, IEEE Transactions on 16 (4), 1817 - 1826, 2015
172015
Extracting commuting patterns in railway networks through matrix decompositions
S Jere, J Dauwels, MT Asif, NM Vie, A Cichocki, P Jaillet
2014 13th International Conference on Control Automation Robotics & Vision …, 2014
152014
Travel time estimation using speed predictions
A Narayanan, N Mitrovic, MT Asif, J Dauwels, P Jaillet
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
122015
An integrated V2X simulator with applications in vehicle platooning
A Choudhury, T Maszczyk, MT Asif, N Mitrovic, CB Math, H Li, J Dauwels
2016 IEEE 19th International Conference on Intelligent Transportation …, 2016
92016
Improving traffic prediction by including rainfall data
LW Leong, K Lee, K Swapnil, X Li, HYT Victor, N Mitrovic, MT Asif, ...
ITS Asia-Pacific Forum 14, 2015
92015
Bayesian prediction of the duration of non-recurring road incidents
B Ghosh, MT Asif, J Dauwels
2016 IEEE Region 10 Conference (TENCON), 87-90, 2016
82016
Dynamic Prediction of the Incident Duration Using Adaptive Feature Set
B Ghosh, MT Asif, J Dauwels, U Fastenrath, H Guo
IEEE Transactions on Intelligent Transportation Systems 20 (11), 4019-4031, 2018
72018
Evaluation of smart-phone performance for real-time traffic prediction
R Ansar, P Sarampakhul, S Ghosh, N Mitrovic, MT Asif, J Dauwels, ...
17th International IEEE Conference on Intelligent Transportation Systems …, 2014
72014
Denoising autoencoders for fast real-time traffic estimation on urban road networks
S Ghosh, MT Asif, L Wynter
Decision and Control (CDC), 2017 IEEE 56th Annual Conference on, 6307-6312, 2017
52017
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Articles 1–20