Muhammad Tayyab Asif

According to our database¹, Muhammad Tayyab Asif authored at least 21 papers between 2012 and 2019.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2019

Dynamic Prediction of the Incident Duration Using Adaptive Feature Set.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

2017

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

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

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

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

[BibT_eX]

[DOI]

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

An integrated V2X simulator with applications in vehicle platooning.

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[DOI]

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.

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[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

Near-Lossless Compression for Large Traffic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

Travel Time Estimation Using Speed Predictions.

[BibT_eX]

[DOI]

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

2014

Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

Wavelets on graphs with application to transportation networks.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Compressed prediction of large-scale urban traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Extracting commuting patterns in railway networks through matrix decompositions.

[BibT_eX]

[DOI]

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

Predicting traffic speed in urban transportation subnetworks for multiple horizons.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Data compression techniques for urban traffic data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Muhammad Tayyab Asif

Timeline

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