Nikola Marković

Analyzing passenger train arrival delays with support vector regression

Nikola Marković, Sanjin Milinković, K. S. Tikhonov et al. · Transportation Research Part C Emerging Technologies · 2015 · 193 citations

Railway Traffic, Rail Transport, Predictive Analytics +4

Optimizing dial-a-ride services in Maryland: Benefits of computerized routing and scheduling

Nikola Marković, Rahul Nair, Paul Schonfeld et al. · Transportation Research Part C Emerging Technologies · 2015 · 74 citations

Mobility Service, Route Choice, Engineering +13

A deep convolutional neural network based approach for vehicle classification using large-scale GPS trajectory data

Sina Dabiri, Nikola Marković, Kevin Heaslip et al. · Transportation Research Part C Emerging Technologies · 2020 · 70 citations

Convolutional Neural Network, Machine Vision, Machine Learning +8

Inferencing hourly traffic volume using data-driven machine learning and graph theory

Zhiyan Yi, Xiaoyue Cathy Liu, Nikola Marković et al. · Computers Environment and Urban Systems · 2020 · 54 citations

Data-driven Machine Learning, Intelligent Traffic Management, Engineering +14

Applications of Trajectory Data From the Perspective of a Road Transportation Agency: Literature Review and Maryland Case Study

Nikola Marković, Zachary Vander Laan, Gennady Andrienko et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 46 citations

Engineering, Transportation Systems Modeling, New Applications +16