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Muhammad Tayyab Asif
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2010 – 2019
- 2019
- [j6]Banishree Ghosh
, Muhammad Tayyab Asif, Justin Dauwels
Dynamic Prediction of the Incident Duration Using Adaptive Feature Set. IEEE Trans. Intell. Transp. Syst. 20(11): 4019-4031 (2019) - 2017
- [c15]Soham Ghosh, Muhammad Tayyab Asif, Laura Wynter:
Denoising autoencoders for fast real-time traffic estimation on urban road networks. CDC 2017: 6307-6312 - 2016
- [j5]Muhammad Tayyab Asif, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet:
Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks. IEEE Trans. Intell. Transp. Syst. 17(7): 1816-1825 (2016) - [j4]Nikola Mitrovic, Aditya Narayanan, Muhammad Tayyab Asif, Ansar Rauf, Justin Dauwels, Patrick Jaillet:
On Centralized and Decentralized Architectures for Traffic Applications. IEEE Trans. Intell. Transp. Syst. 17(7): 1988-1997 (2016) - [c14]Apratim Choudhury, Tomasz Maszczyk, Muhammad Tayyab Asif, Nikola Mitrovic, Chetan Belagal Math, Hong Li, Justin Dauwels:
An integrated V2X simulator with applications in vehicle platooning. ITSC 2016: 1017-1022 - [c13]Banishree Ghosh, Muhammad Tayyab Asif, Justin Dauwels, Wentong Cai
Predicting the duration of non-recurring road incidents by cluster-specific models. ITSC 2016: 1522-1527 - 2015
- [j3]Muhammad Tayyab Asif, Kannan Srinivasan, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet:
Near-Lossless Compression for Large Traffic Networks. IEEE Trans. Intell. Transp. Syst. 16(4): 1817-1826 (2015) - [j2]Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet:
Low-Dimensional Models for Compressed Sensing and Prediction of Large-Scale Traffic Data. IEEE Trans. Intell. Transp. Syst. 16(5): 2949-2954 (2015) - [c12]Aditya Narayanan, Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet:
Travel Time Estimation Using Speed Predictions. ITSC 2015: 2256-2261 - 2014
- [j1]Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, Ali Oran, Esmail Fathi, Muye Xu, Menoth Mohan Dhanya
Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction. IEEE Trans. Intell. Transp. Syst. 15(2): 794-804 (2014) - [c11]Shashank Jere
Extracting commuting patterns in railway networks through matrix decompositions. ICARCV 2014: 541-546 - [c10]Justin Dauwels, Aamer Aslam, Muhammad Tayyab Asif, Xinyue Zhao, Nikola Mitrovic, Andrzej Cichocki
Predicting traffic speed in urban transportation subnetworks for multiple horizons. ICARCV 2014: 547-552 - [c9]Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet:
Compressed prediction of large-scale urban traffic. ICASSP 2014: 5984-5988 - [c8]Menoth Mohan Dhanya
Wavelets on graphs with application to transportation networks. ITSC 2014: 1707-1712 - [c7]Rauf Ansar, Paron Sarampakhul, Soham Ghosh, Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet:
Evaluation of smart-phone performance for real-time traffic prediction. ITSC 2014: 3010-3015 - 2013
- [c6]Muhammad Tayyab Asif, Kannan Srinivasan, Justin Dauwels, Patrick Jaillet:
Data compression techniques for urban traffic data. CIVTS 2013: 44-49 - [c5]Muhammad Tayyab Asif, Nikola Mitrovic, Lalit Garg
Low-dimensional models for missing data imputation in road networks. ICASSP 2013: 3527-3531 - [c4]Gaurav Gopi, Justin Dauwels, Muhammad Tayyab Asif, Sridhar Ashwin, Nikola Mitrovic, Umer Rasheed, Patrick Jaillet:
Bayesian Support Vector Regression for traffic speed prediction with error bars. ITSC 2013: 136-141 - [c3]Nikola Mitrovic, Muhammad Tayyab Asif, Umer Rasheed, Justin Dauwels, Patrick Jaillet:
CUR decomposition for compression and compressed sensing of large-scale traffic data. ITSC 2013: 1475-1480 - 2012
- [c2]Chong Yang Goh, Justin Dauwels, Nikola Mitrovic, Muhammad Tayyab Asif, Ali Oran, Patrick Jaillet:
Online map-matching based on Hidden Markov model for real-time traffic sensing applications. ITSC 2012: 776-781 - [c1]Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, Ali Oran, Esmail Fathi, Muye Xu, Menoth Mohan Dhanya
Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network. ITSC 2012: 983-988
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