Publications

2019

Cats, O., Krishnakumari, P., & Tundulyasaree, K. (2019). Rail Network Robustness: The Role of Rapid Development and a Polycentric Structure in Withstanding Random and Targeted Attacks (No. 19-00601).
 
Nguyen, T. T., Krishnakumari, P., Calvert, S. C., Vu, H. L., & van Lint, H. (2019). Feature extraction and clustering analysis of highway congestion. Transportation Research Part C: Emerging Technologies, 100, 238-258.
 
Krishnakumari, P., Cats, O., & van Lint, H. (2019). Heuristic Coarsening for Generating Multiscale Transport Networks. IEEE Transactions on Intelligent Transportation Systems.
 
 E. Mantouka, E. Vlahogianni, A. Papacharalampous, L. Heydenrijk-Ottens, S. Shelat, V. Degeler, H. van Lint (2019), Understanding Travel Behaviour Through Travel Happiness, Proceedings of the 98th Transportation Research Board Annual Meeting, Washington DC.

2018

 Cerqueira, V., L. Moreira-Matias, J. Khiari and H. van Lint (2018). “On Evaluating Floating Car Data Quality for Knowledge Discovery.” IEEE Transactions on Intelligent Transportation Systems.

 Degeler, V., L. Heydenrijk-Ottens, D. Luo. N. van Oort, H. van Lint (2018), Unsupervised approach to bunching swings phenomenon Analysis, Conference on Advanced Systems in Public Transport and TransitData (CASPT), Brisbane, Australia.

 Di Pasquale G., V. Degeler, A. Papacharalampous, E. Mantouka, J.L. Larriba, Multimodal travel companion enabled by Artificial Intelligence, 25th ITS World Congress, Copenhagen, 17-21 September, 2018

 Heydenrijk-Ottens, L., V. Degeler, D. Luo, N. van Oort, H. van Lint (2018), Supervised learning: Predicting passenger load in public transport, Conference on Advanced Systems in Public Transport and TransitData (CASPT), Brisbane, Australia.

 Krishnakumari P., Perotti A., Pinto V., Cats O. and van Lint V. (2018). Understanding Network Traffic States using Transfer Learning. The 21st International IEEE conference on Intelligent Transportation Systems (ITSC), Hawaii , 4-7 November.

 Luo, D., Bonnetain, L., Cats, O. & van Lint, H (2018). Constructing Spatiotemporal Load Profiles of Transit Vehicles with Multiple Data Sources. In Transportation Research Board 97th Annual Meeting (TRB), Washington, D.C., USA.

 Luo D., Bonnetain L., Cats O. and van Lint H. (2018). Constructing Spatiotemporal Load Profiles of Transit Vehicles with Multiple Data Sources. Transportation Research Record, 0361198118781166.

 Luo D., Cats O. and van Lint H. “Can Passenger Flow be Explained by Network Topology in Public Transport?”. Conference on Advanced Systems in Public Transport and TransitData (CASPT), Brisbane, Australia. July 2018.

 Mantouka E. , A. Papacharalampous, I. Stroumpou, L. Heydenrijk, S. Shelat, P. Chamoso Santos, J. Guisado-Gamez, V. Degeler, E. Mitsakis, E. Vlahogianni, J. Larriba-Pey, Urban Travel Behaviour: A Cross-country Comparison, 7th Symposium of the European Association for Research in Transportation (hEART), Athens, 5-7 September, 2018

 Shelat, S., Huisman, R., & van Oort, N. (2018). Analysing the trip and user characteristics of the combined bicycle and transit mode. Research in Transportation Economics.

 Van Lint, J.W.C. & Calvert, S.C. (2018). A generic multi-level framework for microscopic traffic simulation—Theory and an example case in modelling driver distraction. In Transport Research Part B: Methodological, 117, 63-86

 Van Lint, H., S. Calvert, W. Schakel, M. Wang and A. Verbraeck (2018). Exploring the effects of perception errors and anticipation strategies on traffic accidents - A simulation study. Advances in Intelligent Systems and Computing. 591: 249-261.

 Xie, X., H. van Lint and A. Verbraeck (2018). “A generic data assimilation framework for vehicle trajectory reconstruction on signalized urban arterials using particle filters.” Transportation Research Part C: Emerging Technologies 92: 364-391.

 Yap M., Luo D. and Cats O. (2018). Using Passenger Flows to Determine Key Interchange Connections. Proceedings of the Conference on Advanced Systems in Public Transport and TransitData (CASPT), Brisbane, Australia.

2017

 Luo D., Cats O. and van Lint H. (2017). Analysis of Network-wide Transit Passenger Flows based on Principal Component Analysis. The 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS2017), Naples, 744-749.

 Luo D., Cats O. and van Lint H. (2017). Constructing Transit Origin-Destination Matrices using Spatial Clustering. Transportation Research Record, 2652, 39-49.

 Luo D., Cats O. and van Lint H. (2017). Constructing Transit Origin-Destination Matrices using Spatial Clustering. Proceedings of the 96th Transportation Research Board Annual Meeting, Washington DC.

 Krishnakumari, P., Nguyen, T., Heydenrijk-Ottens, L., Hai, L. V. & van Lint, H. (2017). Traffic Congestion Pattern Classification Using Multiclass Active Shape Models. Transportation Research Record: Journal of the Transportation Research Board, (2645).

 Lopez, C., Leclercq, L., Krishnakumari, P., Chiabaut, N. & van Lint, H. (2017). Revealing the day-to-day regularity of urban congestion patterns with 3D speed maps. Scientific Reports, 7(1), 14029.

 Lopez, C., Krishnakumari, P., Leclercq, L., Chiabaut, N. & van Lint, H. (2017). Spatio-temporal Partitioning of Transportation Network Using Travel Time Data. Transportation Research Record: Journal of the Transportation Research Board, (2623), 98-107.

 Shelat S. and Cats O. (2017). Measuring Spill-over Effects of Disruptions in Public Transport Networks. The 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS2017), Naples, 756-761.

 Shelat, S., R. Huisman, N. van Oort (2017). Understanding the Trip and User Characteristics of the combined Bicycle and Transit Mode. Thredbo conference Stockholm.

 van der Vliet, J., Pel, A. & van Lint, H (2017). Enriched travel demand estimation by including zonal and traveler characteristics and their relationships. In 2017 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), pages 351-355.

2016

 Nguyen, H. N., Krishnakumari, P., Hai, L. V. & van Lint, H (2016). Traffic congestion pattern classification using multi-class SVM. In 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), pages 1059-1064.