Muhammad Tayyab Asif

According to our database, Muhammad Tayyab Asif authored at least 21 papers between 2012 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Dynamic Prediction of the Incident Duration Using Adaptive Feature Set.

Banishree Ghosh, Muhammad Tayyab Asif, Justin Dauwels, Ulrich Fastenrath, Hongliang Guo

IEEE Trans. Intell. Transp. Syst., 2019

2017

Denoising autoencoders for fast real-time traffic estimation on urban road networks.

Soham Ghosh, Muhammad Tayyab Asif, Laura Wynter

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

On Centralized and Decentralized Architectures for Traffic Applications.

Nikola Mitrovic, Aditya Narayanan, Muhammad Tayyab Asif, Ansar Rauf, Justin Dauwels, Patrick Jaillet

IEEE Trans. Intell. Transp. Syst., 2016

Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks.

Muhammad Tayyab Asif, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet

IEEE Trans. Intell. Transp. Syst., 2016

Predicting the duration of non-recurring road incidents by cluster-specific models.

Banishree Ghosh, Muhammad Tayyab Asif, Justin Dauwels, Wentong Cai, Hongliang Guo, Ulrich Fastenrath

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

An integrated V2X simulator with applications in vehicle platooning.

Apratim Choudhury, Tomasz Maszczyk, Muhammad Tayyab Asif, Nikola Mitrovic, Chetan Belagal Math, Hong Li, Justin Dauwels

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015

Low-Dimensional Models for Compressed Sensing and Prediction of Large-Scale Traffic Data.

Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet

IEEE Trans. Intell. Transp. Syst., 2015

Near-Lossless Compression for Large Traffic Networks.

Muhammad Tayyab Asif, Kannan Srinivasan, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet

IEEE Trans. Intell. Transp. Syst., 2015

Travel Time Estimation Using Speed Predictions.

Aditya Narayanan, Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014

Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction.

Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, Ali Oran, Esmail Fathi, Muye Xu, Menoth Mohan Dhanya, Nikola Mitrovic, Patrick Jaillet

IEEE Trans. Intell. Transp. Syst., 2014

Wavelets on graphs with application to transportation networks.

Menoth Mohan Dhanya, Muhammad Tayyab Asif, Nikola Mitrovic, Justin Dauwels, Patrick Jaillet

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Evaluation of smart-phone performance for real-time traffic prediction.

Rauf Ansar, Paron Sarampakhul, Soham Ghosh, Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Compressed prediction of large-scale urban traffic.

Nikola Mitrovic, Muhammad Tayyab Asif, Justin Dauwels, Patrick Jaillet

Proceedings of the IEEE International Conference on Acoustics, 2014

Extracting commuting patterns in railway networks through matrix decompositions.

Shashank Jere, Justin Dauwels, Muhammad Tayyab Asif, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Predicting traffic speed in urban transportation subnetworks for multiple horizons.

Justin Dauwels, Aamer Aslam, Muhammad Tayyab Asif, Xinyue Zhao, Nikola Mitrovic, Andrzej Cichocki, Patrick Jaillet

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2013

CUR decomposition for compression and compressed sensing of large-scale traffic data.

Nikola Mitrovic, Muhammad Tayyab Asif, Umer Rasheed, Justin Dauwels, Patrick Jaillet

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Bayesian Support Vector Regression for traffic speed prediction with error bars.

Gaurav Gopi, Justin Dauwels, Muhammad Tayyab Asif, Sridhar Ashwin, Nikola Mitrovic, Umer Rasheed, Patrick Jaillet

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Low-dimensional models for missing data imputation in road networks.

Muhammad Tayyab Asif, Nikola Mitrovic, Lalit Garg, Justin Dauwels, Patrick Jaillet

Proceedings of the IEEE International Conference on Acoustics, 2013

Data compression techniques for urban traffic data.

Muhammad Tayyab Asif, Kannan Srinivasan, Justin Dauwels, Patrick Jaillet

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2013

2012

Online map-matching based on Hidden Markov model for real-time traffic sensing applications.

Chong Yang Goh, Justin Dauwels, Nikola Mitrovic, Muhammad Tayyab Asif, Ali Oran, Patrick Jaillet

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network.

Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, Ali Oran, Esmail Fathi, Muye Xu, Menoth Mohan Dhanya, Nikola Mitrovic, Patrick Jaillet

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012