Muhammad Tayyab Asif

Author

Nanyang Technological University

Also Known As

M. T. Asif, Muhammad Asif, Muhammad Tayyab Asif

Publications

1.2K

Citations

H-Index

Concepts

All Affiliations

Nanyang Technological University Singapore-MIT Alliance for Research and Technology Massachusetts Institute of Technology Decision Systems (United States)RIKEN Center for Brain Science

About

Muhammad Tayyab Asif is an author at Nanyang Technological University specializing in engineering, data science, and transportation engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	15	901
2	Computer Science	11	11	832
3	Business	5	5	286
4	Management	2	2	32
5	Computer Engineering	1	1	15

Muhammad Tayyab Asif

Publications

957

Citations

H-Index

Page 1

	Year	Citations
Online map-matching based on Hidden Markov model for real-time traffic sensing applications Changzuo Goh, Justin Dauwels, Nikola Mitrović, Location TrackingEngineeringMachine LearningIntelligent SystemsLocalization	2012	218
Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh, IEEE Transactions on Intelligent Transportation Systems Traffic TheoryEngineeringMachine LearningTraffic FlowMultiple Prediction Horizons	2014	205
Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks Muhammad Tayyab Asif, Nikola Mitrović, Justin Dauwels, IEEE Transactions on Intelligent Transportation Systems Transport Network AnalysisEngineeringMachine LearningNetwork AnalysisLarge Traffic Networks	2016	158
Low-dimensional models for missing data imputation in road networks Muhammad Tayyab Asif, Nikola Mitrović, Lalit Garg, Transport Network AnalysisNetwork ScienceMachine LearningData ScienceEngineering	2013	69
Low-Dimensional Models for Compressed Sensing and Prediction of Large-Scale Traffic Data Nikola Mitrović, Muhammad Tayyab Asif, Justin Dauwels, IEEE Transactions on Intelligent Transportation Systems Traffic InformationAdvanced SensingEngineeringMachine LearningIntelligent Traffic Management	2015	46
Data compression techniques for urban traffic data Muhammad Tayyab Asif, Srinivasan Kannan, Justin Dauwels, Transport Network AnalysisEngineeringMachine LearningNetwork AnalysisData Science	2013	36
Wavelets on graphs with application to transportation networks Dhanya Menoth Mohan, Muhammad Tayyab Asif, Nikola Mitrović, Transport Network AnalysisWavelet CoefficientsEngineeringTraffic FlowTraffic Theory	2014	35
CUR decomposition for compression and compressed sensing of large-scale traffic data Nikola Mitrović, Muhammad Tayyab Asif, Umer Rasheed,	2013	34
Predicting traffic speed in urban transportation subnetworks for multiple horizons Justin Dauwels, Aamer Aslam, Muhammad Tayyab Asif, EngineeringMachine LearningTraffic FlowNetwork AnalysisPartial Least Squares	2014	27
Dynamic Prediction of the Incident Duration Using Adaptive Feature Set Banishree Ghosh, Muhammad Tayyab Asif, Justin Dauwels, IEEE Transactions on Intelligent Transportation Systems Forecasting MethodologyEngineeringMachine LearningSafety ScienceInjury Prevention	2018	22

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