Muhammad Tayyab Asif

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 6

Top Topics

Support Vector Regression

Missing Data Imputation

Compressed Sensing

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Banishree Ghosh, Muhammad Tayyab Asif, Justin Dauwels, Ulrich Fastenrath, Hongliang Guo
Dynamic Prediction of the Incident Duration Using Adaptive Feature Set. IEEE Trans. Intell. Transp. Syst. 20 (11) (2019)
Soham Ghosh, Muhammad Tayyab Asif, Laura Wynter
Denoising autoencoders for fast real-time traffic estimation on urban road networks. CDC (2017)
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) (2016)
Banishree Ghosh, Muhammad Tayyab Asif, Justin Dauwels, Wentong Cai, Hongliang Guo, Ulrich Fastenrath
Predicting the duration of non-recurring road incidents by cluster-specific models. ITSC (2016)
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) (2016)
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)
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) (2015)
Aditya Narayanan, Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet
Travel Time Estimation Using Speed Predictions. ITSC (2015)
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) (2015)
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)
Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, Ali Oran, Esmail Fathi, Muye Xu, Menoth Mohan Dhanya, Nikola Mitrovic, Patrick Jaillet
Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction. IEEE Trans. Intell. Transp. Syst. 15 (2) (2014)
Menoth Mohan Dhanya, Muhammad Tayyab Asif, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet
Wavelets on graphs with application to transportation networks. ITSC (2014)
Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet
Compressed prediction of large-scale urban traffic. ICASSP (2014)
Justin Dauwels, Aamer Aslam, Muhammad Tayyab Asif, Xinyue Zhao, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet
Predicting traffic speed in urban transportation subnetworks for multiple horizons. ICARCV (2014)
Shashank Jere, Justin Dauwels, Muhammad Tayyab Asif, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet
Extracting commuting patterns in railway networks through matrix decompositions. ICARCV (2014)
Muhammad Tayyab Asif, Nikola Mitrovic, Lalit Garg, Justin Dauwels, Patrick Jaillet
Low-dimensional models for missing data imputation in road networks. ICASSP (2013)
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)
Muhammad Tayyab Asif, Kannan Srinivasan, Justin Dauwels, Patrick Jaillet
Data compression techniques for urban traffic data. CIVTS (2013)
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)
Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, Ali Oran, Esmail Fathi, Muye Xu, Menoth Mohan Dhanya, Nikola Mitrovic, Patrick Jaillet
Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network. ITSC (2012)
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)