Muhammad Tayyab Asif

22 papers C 2Misc 2Journal 7Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
T-REX: Transformer-Based Category Sequence Generation for Grocery Basket Recommendation.
CoRR
Soroush Mokhtari, Muhammad Tayyab Asif, Sergiy Zubatiy
2019 J jnl
Dynamic Prediction of the Incident Duration Using Adaptive Feature Set.
IEEE Trans. Intell. Transp. Syst.
Banishree Ghosh, Muhammad Tayyab Asif, Justin Dauwels, Ulrich Fastenrath, Hongliang Guo
2017 — conf
Denoising autoencoders for fast real-time traffic estimation on urban road networks.
CDC
Soham Ghosh, Muhammad Tayyab Asif, Laura Wynter
2016 — conf
An integrated V2X simulator with applications in vehicle platooning.
ITSC
Apratim Choudhury, Tomasz Maszczyk, Muhammad Tayyab Asif, Nikola Mitrovic, Chetan Belagal Math, Hong Li, Justin Dauwels
2016 J jnl
Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks.
IEEE Trans. Intell. Transp. Syst.
Muhammad Tayyab Asif, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet
2016 J jnl
On Centralized and Decentralized Architectures for Traffic Applications.
IEEE Trans. Intell. Transp. Syst.
Nikola Mitrovic, Aditya Narayanan, Muhammad Tayyab Asif, Ansar Rauf, Justin Dauwels, Patrick Jaillet
2016 — conf
Predicting the duration of non-recurring road incidents by cluster-specific models.
ITSC
Banishree Ghosh, Muhammad Tayyab Asif, Justin Dauwels, Wentong Cai, Hongliang Guo, Ulrich Fastenrath
2015 J jnl
Low-Dimensional Models for Compressed Sensing and Prediction of Large-Scale Traffic Data.
IEEE Trans. Intell. Transp. Syst.
Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet
2015 J jnl
Near-Lossless Compression for Large Traffic Networks.
IEEE Trans. Intell. Transp. Syst.
Muhammad Tayyab Asif, Kannan Srinivasan, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet
2015 — conf
Travel Time Estimation Using Speed Predictions.
ITSC
Aditya Narayanan, Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet
2014 Misc conf
Compressed prediction of large-scale urban traffic.
ICASSP
Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet
2014 — conf
Evaluation of smart-phone performance for real-time traffic prediction.
ITSC
Rauf Ansar, Paron Sarampakhul, Soham Ghosh, Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet
2014 C conf
Extracting commuting patterns in railway networks through matrix decompositions.
ICARCV
Shashank Jere, Justin Dauwels, Muhammad Tayyab Asif, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet
2014 C conf
Predicting traffic speed in urban transportation subnetworks for multiple horizons.
ICARCV
Justin Dauwels, Aamer Aslam, Muhammad Tayyab Asif, Xinyue Zhao, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet
2014 J jnl
Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction.
IEEE Trans. Intell. Transp. Syst.
Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, Ali Oran, Esmail Fathi, Muye Xu, Menoth Mohan Dhanya, Nikola Mitrovic, Patrick Jaillet
2014 — conf
Wavelets on graphs with application to transportation networks.
ITSC
Menoth Mohan Dhanya, Muhammad Tayyab Asif, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet
2013 — conf
Bayesian Support Vector Regression for traffic speed prediction with error bars.
ITSC
Gaurav Gopi, Justin Dauwels, Muhammad Tayyab Asif, Sridhar Ashwin, Nikola Mitrovic, Umer Rasheed, Patrick Jaillet
2013 — conf
CUR decomposition for compression and compressed sensing of large-scale traffic data.
ITSC
Nikola Mitrovic, Muhammad Tayyab Asif, Umer Rasheed, Justin Dauwels, Patrick Jaillet
2013 — conf
Data compression techniques for urban traffic data.
CIVTS
Muhammad Tayyab Asif, Kannan Srinivasan, Justin Dauwels, Patrick Jaillet
2013 Misc conf
Low-dimensional models for missing data imputation in road networks.
ICASSP
Muhammad Tayyab Asif, Nikola Mitrovic, Lalit Garg, Justin Dauwels, Patrick Jaillet
2012 — conf
Online map-matching based on Hidden Markov model for real-time traffic sensing applications.
ITSC
Chong Yang Goh, Justin Dauwels, Nikola Mitrovic, Muhammad Tayyab Asif, Ali Oran, Patrick Jaillet
2012 — conf
Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network.
ITSC
Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, Ali Oran, Esmail Fathi, Muye Xu, Menoth Mohan Dhanya, Nikola Mitrovic, Patrick Jaillet