Concepedia

Nikola Mitrović

NM

27

Publications

1.1K

Citations

15

H-Index

2002

Active since

Affiliations

Nanyang Technological University(Current)

University of Pittsburgh

Singapore-MIT Alliance for Research and Technology

Massachusetts Institute of Technology

Florida Atlantic University

Nikola Mitrović is an author at Nanyang Technological University specializing in engineering, transportation engineering, and systems engineering.

Top concepts

EngineeringTransportation EngineeringSystems EngineeringData ScienceComputer ScienceTraffic EngineeringTraffic ManagementComputer EngineeringMachine LearningSignal Processing

Publications per year

2002–2022

27

Publications

27

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

Changzuo Goh, Justin Dauwels, Nikola Mitrović et al. · 2012 · 218 citations · Full text

Location Tracking, Engineering, Machine Learning +18

Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction

Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 205 citations

Traffic Theory, Engineering, Machine Learning +16

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

Muhammad Tayyab Asif, Nikola Mitrović, Justin Dauwels et al. · IEEE Transactions on Intelligent Transportation Systems · 2016 · 158 citations

Transport Network Analysis, Engineering, Machine Learning +19

Low-dimensional models for missing data imputation in road networks

Muhammad Tayyab Asif, Nikola Mitrović, Lalit Garg et al. · 2013 · 69 citations · Full text

Transport Network Analysis, Network Science, Machine Learning +15

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

Nikola Mitrović, Muhammad Tayyab Asif, Justin Dauwels et al. · IEEE Transactions on Intelligent Transportation Systems · 2015 · 46 citations · Full text

Traffic Information, Advanced Sensing, Engineering +21

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