Nikola Mitrovic
Nikola Mitrovic
Data Scientist at ITS Digital Lab @ Siemens
Dirección de correo verificada de siemens.com
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Año
Online map-matching based on hidden markov model for real-time traffic sensing applications
CY Goh, J Dauwels, N Mitrovic, MT Asif, A Oran, P Jaillet
2012 15th International IEEE Conference on Intelligent Transportation …, 2012
2332012
Spatiotemporal patterns in large-scale traffic speed prediction
MT Asif, J Dauwels, CY Goh, A Oran, E Fathi, M Xu, MM Dhanya, ...
IEEE Transactions on Intelligent Transportation Systems 15 (2), 794-804, 2013
1672013
Matrix and tensor based methods for missing data estimation in large traffic networks
MT Asif, N Mitrovic, J Dauwels, P Jaillet
IEEE Transactions on intelligent transportation systems 17 (7), 1816-1825, 2016
922016
Low-dimensional models for missing data imputation in road networks
MT Asif, N Mitrovic, L Garg, J Dauwels, P Jaillet
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
652013
Low-dimensional models for compressed sensing and prediction of large-scale traffic data
N Mitrovic, MT Asif, J Dauwels, P Jaillet
IEEE Transactions on Intelligent Transportation Systems 16 (5), 2949-2954, 2015
422015
Wavelets on graphs with application to transportation networks
DM Mohan, MT Asif, N Mitrovic, J Dauwels, P Jaillet
17th International IEEE Conference on Intelligent Transportation Systems …, 2014
392014
CUR decomposition for compression and compressed sensing of large-scale traffic data
N Mitrovic, MT Asif, U Rasheed, J Dauwels, P Jaillet
16th International IEEE Conference on Intelligent Transportation Systems …, 2013
342013
Predicting traffic speed in urban transportation subnetworks for multiple horizons
J Dauwels, A Aslam, MT Asif, X Zhao, NM Vie, A Cichocki, P Jaillet
2014 13th International Conference on Control Automation Robotics & Vision …, 2014
262014
Bayesian support vector regression for traffic speed prediction with error bars
G Gopi, J Dauwels, MT Asif, S Ashwin, N Mitrovic, U Rasheed, P Jaillet
16th International IEEE Conference on Intelligent Transportation Systems …, 2013
202013
Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network
MT Asif, J Dauwels, CY Goh, A Oran, E Fathi, M Xu, MM Dhanya, ...
2012 15th International IEEE Conference on Intelligent Transportation …, 2012
182012
Near-lossless compression for large traffic networks
MT Asif, K Srinivasan, N Mitrovic, J Dauwels, P Jaillet
IEEE Transactions on Intelligent Transportation Systems 16 (4), 1817-1826, 2014
172014
Extracting commuting patterns in railway networks through matrix decompositions
S Jere, J Dauwels, MT Asif, NM Vie, A Cichocki, P Jaillet
2014 13th International Conference on Control Automation Robotics & Vision …, 2014
152014
Travel time estimation using speed predictions
A Narayanan, N Mitrovic, MT Asif, J Dauwels, P Jaillet
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
122015
An integrated V2X simulator with applications in vehicle platooning
A Choudhury, T Maszczyk, MT Asif, N Mitrovic, CB Math, H Li, J Dauwels
2016 IEEE 19th International Conference on Intelligent Transportation …, 2016
92016
Improving traffic prediction by including rainfall data
LW Leong, K Lee, K Swapnil, X Li, HYT Victor, N Mitrovic, MT Asif, ...
ITS Asia-Pacific Forum 14, 2015
92015
Evaluation of smart-phone performance for real-time traffic prediction
R Ansar, P Sarampakhul, S Ghosh, N Mitrovic, MT Asif, J Dauwels, ...
17th International IEEE Conference on Intelligent Transportation Systems …, 2014
72014
Combined alternate-direction lane assignment and reservation-based intersection control
A Stevanovic, N Mitrovic
2018 21st International Conference on Intelligent Transportation Systems …, 2018
62018
Combined alternate-direction lane assignment and reservation-based intersection control
N Mitrovic, I Dakic, A Stevanovic
IEEE Transactions on Intelligent Transportation Systems 21 (4), 1779-1789, 2019
52019
Traffic microsimulation for flexible utilization of urban roadways
A Stevanovic, N Mitrovic
Transportation Research Record 2673 (10), 92-104, 2019
52019
On centralized and decentralized architectures for traffic applications
N Mitrovic, A Narayanan, MT Asif, A Rauf, J Dauwels, P Jaillet
IEEE Transactions on Intelligent Transportation Systems 17 (7), 1988-1997, 2016
52016
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Artículos 1–20