Publications

(2021). What Changed? Interpretable Model Comparison. Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, $$IJCAI-21$$.

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(2021). User Driven Model Adjustment via Boolean Rule Explanations. Proceedings of the AAAI Conference on Artificial Intelligence.

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(2021). Robust transit line planning based on demand estimates obtained from mobile phones. EURO Journal on Transportation and Logistics.

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(2021). Artificial intelligence indocyanine green (ICG) perfusion for colorectal cancer intra-operative tissue classification. British Journal of Surgery.

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(2020). Scenario-based XAI for Humanitarian Aid Forecasting. Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems.

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(2020). Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures. arXiv preprint arXiv:2006.14321.

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(2020). Keep it simple stupid! A non-parametric kernel regression approach to forecast travel speeds. Transportation Research Part C: Emerging Technologies.

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(2019). RSM: An Explainable Predictive Sales Route Selector. 2019 International Conference on Data Mining Workshops (ICDMW).

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(2019). An ensemble prediction model for train delays. Transportation Research Part C: Emerging Technologies.

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(2019). A machine learning approach to scenario analysis and forecasting of mixed migration. IBM Journal of Research and Development.

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(2018). Towards Automated Extraction of Business Constraints from Unstructured Regulatory Text. Proceedings of the 27th International Conference on Computational Linguistics: System Demonstrations.

(2017). Spillover detection for urban traffic networks using signal timing and stop line detector data. Proceedings of the Annual Meeting of the Transportation Research Board.

(2017). A predictive-control framework to address bus bunching. Transportation Research Part B: Methodological.

(2016). Docit: an integrated system for risk-averse multimodal journey advising. Smart Cities and Homes.

(2016). Data-Driven Transit Network Design From Mobile Phone Trajectories. IEEE Transactions on Intelligent Transportation Systems.

(2016). Allaboard: visual exploration of cellphone mobility data to optimise public transport. IEEE transactions on visualization and computer graphics.

(2016). A multi-scale approach to data-driven mass migration analysis. Workshop on Data Science for Social Good, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016).

(2015). Optimizing dial-a-ride services in Maryland: Benefits of computerized routing and scheduling. Transportation Research Part C: Emerging Technologies.

(2015). Characterization of network traffic processes under adaptive traffic control systems. Transportation Research Part C: Emerging Technologies.

(2015). Characterization of network traffic processes under adaptive traffic control systems. Transportation Research Procedia: Papers selected for Poster Sessions at The 21st International Symposium on Transportation and Traffic Theory Kobe, Japan, 5-7 August, 2015.

(2014). Semantic Traffic Diagnosis with STAR-CITY: Architecture and Lessons Learned from Deployment in Dublin, Bologna, Miami and Rio. The Semantic Web–ISWC 2014.

(2014). Equilibrium network design of shared-vehicle systems. European Journal of Operational Research.

(2014). Equilibrium design of bicycle sharing systems: the case of Washington D.C.. EURO Journal on Transportation and Logistics.

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(2014). Data as a resource: real-time predictive analytics for bus bunching. Proceedings of the 94th Annual Meeting of the Transportation Research Board.

(2014). Allaboard: visual exploration of cellphone mobility data to optimise public transport. Proceedings of the 19th international conference on Intelligent User Interfaces.

(2013). Robust Dynamic Distribution of Security Assets in Transit Systems. Transportation Research Record: Journal of the Transportation Research Board.

(2013). Large-scale transit schedule coordination based on journey planner requests. Transportation Research Record: Journal of the Transportation Research Board.

(2013). AllAboard: a system for exploring urban mobility and optimizing public transport using cellphone data. Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2013), demo track.

(2012). Relation between Real-Time Data and Hourly Traffic Volume Taking Heavy Vehicles into Consideration. ITS America 22nd Annual Meeting & Exposition.

(2012). Missed connections: quantifying and optimizing multi-modal interconnectivity in cities. Proceedings of the 5th ACM SIGSPATIAL International Workshop on Computational Transportation Science.

(2012). Large-Scale Vehicle Sharing Systems: Analysis of Vélib'. International Journal of Sustainable Transportation.

(2012). A Porous Flow Model for Disordered Heterogeneous Traffic Streams. Annual Meeting of the Transportation Research Board.

(2012). 2012 Maryland State Highway Mobility Report.

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(2011). Fleet management for vehicle sharing operations. Transportation Science.

(2011). A porous flow approach to modeling heterogeneous traffic in disordered systems. Transportation Research Part B: Methodological.

(2011). A porous flow approach to modeling heterogeneous traffic in disordered systems. Procedia-Social and Behavioral Sciences: International Symposium on Transportation and Traffic Theory.

(2011). A Geographic Information System-Based Real-Time Decision Support Framework for Routing Vehicles Carrying Hazardous Materials. Journal of Intelligent Transportation Systems.

(2010). Resilience Framework for Ports and Other Intermodal Components. Transportation Research Record: Journal of the Transportation Research Board.

(2009). Security and Mobility of Intermodal Freight Networks. Transportation Research Record: Journal of the Transportation Research Board.

(2009). Evaluation of relocation strategies for emergency medical service vehicles. Transportation Research Record: Journal of the Transportation Research Board.

(2008). Market potential for international rail-based intermodal services in Europe: From sea to shining sea. Transportation Research Record: Journal of the Transportation Research Board.

(2008). Dynamic Relocation of Scarce Resources: The Case of Emergency Medical Service Vehicles in Montreal. International Conference and 8th International Workshop on Transportation Planning and Implementation Methodologies for Developing Countries (TPMDC 2008), IIT Bombay, India.

(2008). Application and Validation of Dynamic Freight Simulation-Assignment Model to Large-Scale Intermodal Rail Network: Pan-European Case. Transportation Research Record: Journal of the Transportation Research Board.

(2007). Modelling corridor freight transport for demonstration of seamless international rail freight services.

(2007). Assessing Service Design Options and Strategies for Overcoming Barriers in the Reorient Intermodal Freight Transport Corridor. Proc., European Transport Conference.

(2004). Application of floating car data using GIS for dynamic vehicular routing: A case study. International Conference on Transportation Systems Planning and Operation, Indian Institute of Technology Madras.