Bilal Farooq
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Bilal Farooq.
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- Papers in international journals (10)
- Book chapters (3)
- Papers in conference proceedings (12)
- Technical reports (7)
- Seminar (15)
- Reviewing (11)
- Research projects (6)
- Regular teaching (2)
- Project supervision (6)
International journals
Published
Total: 10
- Nikolic, M., Bierlaire, M., Farooq, B., and de Lapparent, M. (2016). Probabilistic speed-density relationship for pedestrian traffic, Transportation Research Part B: Methodological 89:58-81. doi:10.1016/j.trb.2016.04.002
- Hänseler, F., Bierlaire, M., Farooq, B., and Mühlematter, T. (2014). A macroscopic loading model for time-varying pedestrian flows in public walking areas, Transportation Research Part B: Methodological 69:60 -- 80. doi:10.1016/j.trb.2014.08.003 (Ranked 11 in the TOP 25 hottest articles of Transportation Research Part B for October-December 2014)
- Danalet, A., Farooq, B., and Bierlaire, M. (2014). A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures, Transportation Research Part C: Emerging Technologies 44:146 - 170. doi:10.1016/j.trc.2014.03.015
- Anderson, P., Farooq, B., Efthymiou, D., and Bierlaire, M. (2014). Association Generation in Synthetic Population for Transportation Applications: Graph-Theoretic Solution , Transportation Research Record 2429:38-50. doi:10.3141/2429-05
- Efthymiou, D., Farooq, B., Bierlaire, M., and Antoniou, C. (2014). Multidimensional Indicator Analysis for Transport Policy Evaluation, Transportation Research Record 2430:. doi:10.3141/2430-09
- Farooq, B., Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2013). Simulation based population synthesis, Transportation Research Part B: Methodological 58:243-263. doi:10.1016/j.trb.2013.09.012
- Farooq, B., Miller, E. J., and Haider, M. (2013). A Multidimensional Decisions Modelling Framework for Built Space Supply, Journal of Transport and Land Use 6(3):. doi:10.5198/jtlu.v6i3.350
- Farooq, B., Miller, E. J., Chingcuanco, F., and Giroux-Cook, M. (2013). Microsimulation Framework for Urban Price-Taker Markets, Journal of Transport and Land Use 6(1):. doi:10.5198/jtlu.v6i1.325
- Farooq, B., and Miller, E. J. (2012). Towards Integrated Land Use and Transportation: A Dynamic Disequilibrium based Microsimulation Framework for Built Space Markets, Transportation Research Part A: Policy and Practice 46(7):1030-1053. doi:10.1016/j.tra.2012.04.005
- Miller, E. J., Farooq, B., Chingcuanco, F., and Wang, D. (2011). Historical Validation of an Integrated Transport – Land Use Model System, Transportation Research Record 2(2255):91-99. doi:10.3141/2255-10
Book chapters
- Farooq, B., Hurtubia, R., and Bierlaire, M. (2015). Simulation based generation of a synthetic population for Brussels. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.95-112. .
- Farooq, B., Mueller, K., Bierlaire, M., and Axhausen, K. (2015). Methodologies for synthesizing populations. In Bierlaire, de Palma, Hurtubia and Waddell (ed) <em>Integrated Transport and Land Use Modeling for Sustainable Cities</em> (ISBN: 978-2-940222-72-8) pp.77-94. EPFL Press.
- Danalet, A., Bierlaire, M., and Farooq, B. (2014). Estimating Pedestrian Destinations Using Traces from WiFi Infrastructures. In U. Weidmann, U. Kirsch and M. Schreckenberg (ed) <em>Pedestrian and Evacuation Dynamics 2012</em> (ISBN: 978-3-319-02446-2) pp.1341-1352. Springer International Publishing.
Papers in conference proceedings
- Nikolic, M., Bierlaire, M., and Farooq, B. (2014). Probabilistic speed-density relationship for pedestrians based on data driven space and time representation. Proceedings of the Swiss Transportation Research Conference (STRC) 14 - 16 May, 2014.
- Danalet, A., Farooq, B., and Bierlaire, M. (2013). Towards an activity-based model for pedestrian facilities. Proceedings of the 13th Swiss Transport Research Conference (STRC) April 24-26, 2013.
- Efthymiou, D., Farooq, B., Bierlaire, M., and Antoniou, C. (2013). Agent Based Indicators Analysis in the Context of Policy Evaluation. Proceedings of the Swiss Transport Research Conference (STRC) April 24-26, 2013.
- Hänseler, F., Farooq, B., and Bierlaire, M. (2013). An aggregated dynamic flow model for pedestrian movement in railway stations. Proceedings of the Swiss Transportation Research Conference (STRC) 24-26 April, 2013.
- Nikolic, M., Farooq, B., and Bierlaire, M. (2013). Exploratory analysis of pedestrian flow characteristics in mobility hubs using trajectory data. Proceedings of the Swiss Transportation Research Conference (STRC) 24-26 April, 2013.
- Farooq, B., Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2012). Simulation based Approach for Agents Synthesis in Large-Scale Urban Systems Modelling. Proceedings of the 13th Conference of International Association of Travel Behaviour Research (IATBR) July 15-20, 2012.
- Hänseler, F., Farooq, B., and Bierlaire, M. (2012). Preliminary ideas for dynamic estimation of pedestrian origin-destination demand within train stations. Proceedings of the Swiss Transport Research Conference (STRC) 02.05.2012-04.05.2012, 2012.
- Sahaleh, S., Bierlaire, M., Farooq, B., Danalet, A., and Hänseler, F. (2012). Scenario Analysis of Pedestrian Flow in Public Spaces. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
- Breuer, A., and Farooq, B. (2011). Participation? I like it! The Impact of Social Digital Media on Political Participation: Evidence from the Brazilian Case. Proceedings of the 6th General Conference of the European Consortium for Political Research (ECPR) August 25–27, 2011, 2011.
- Farooq, B. (2011). Towards a unified framework of urban built space evolution: Agents and Processes. Proceedings of the Swiss Transport Research Conference (STRC) May 11-13, 2011, 2011.
- Farooq, B., Miller, E. J., and Haider, M. (2011). Multidimensional Decision Modeling Framework for Built Space Supply . Proceedings of the Annual Meeting of Transportation Research Board (TRB) January 23-27, 2011, 2011.
- Farooq, B., Miller, E. J., Chingcuanco, F., and Giroux-Cook, M. (2011). Microsimulation Framework for Urban Price-Taker Markets. Proceedings of the World Symposium on Transport and Land Use Research (WSTLUR) July 28-30, 2011, 2011.
Technical reports
- Nikolic, M., Bierlaire, M., and Farooq, B. (2015). Probabilistic speed-density relationship for pedestrian traffic: a data-driven approach. Technical report TRANSP-OR 150411. Transport and Mobility Laboratory, ENAC, EPFL.
- Hänseler, F., Bierlaire, M., Farooq, B., and Mühlematter, T. (2013). An aggregate model for transient and multi-directional pedestrian flows in public walking areas. Technical report TRANSP-OR 131219. Transport and Mobility Laboratory, ENAC, EPFL.
- Danalet, A., Farooq, B., and Bierlaire, M. (2013). A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures. Technical report TRANSP-OR 131002. Transport and Mobility Laboratory, ENAC, EPFL.
- Farooq, B., Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2013). Simulation based Synthesis of Population. Technical report TRANSP-OR 130125. Transport and Mobility Laboratory, ENAC, EPFL.
- Farooq, B., Miller, E. J., Chingcuanco, F., and Giroux-Cook, M. (2012). Microsimulation framework for urban price-taker markets. Technical report TRANSP-OR 120827. Transport and Mobility Laboratory, ENAC, EPFL.
- Farooq, B., Miller, E. J., and Haider, M. (2012). A Multidimensional Decisions Modelling Framework for Built Space Supply. Technical report TRANSP-OR 120826. Transport and Mobility Laboratory, ENAC, EPFL.
- Hänseler, F., Sahaleh, S., Farooq, B., Lavadinho, S., Thémans, M., and Bierlaire, M. (2012). Final report on the modeling part of the "Flux pietons Gare de Lausanne" project within the framework of "Leman 2030". Technical report TRANSP-OR 120801. Transport and Mobility Laboratory, ENAC, EPFL.
Seminars
- Farooq, B., and Bierlaire, M., Synthesizing Data on Agents and Their Associations: A Simulation and Graph Theoretic Approach. Eighth Workshop on Discrete Choice Models, May 31, 2013, Lausanne
- Farooq, B., and Bierlaire, M., Population Synthesis: A Different Perspective. Workshop on Land-Use Transport Interactions, May 24, 2013, Paris
- Farooq, B., Integrated Transportation and Urban Infrastructure Systems: Planning and Design . Invited speaker, École Polytechnique de Montréal, December 06, 2012, Montréal, Canada
- Farooq, B., Simulation Methods in Urban Infrastructure Systems. Invited speaker, Universidade de Coimbra, November 26, 2012, Coimbra, Portugal
- Farooq, B., Bierlaire, M., and Flötteröd, G., A new approach to synthesize heterogeneous agents and their associations for urban microsimulations. 2nd Workshop of Urban Dynamics, March 28, 2012, Termas de Chillán, Chile
- Farooq, B., Recent Advances in Agent Synthesis for Large-Scale Integrated Models. Invited Speaker, Institute of Transportation Engineers, University of Toronto Chapter, November 18, 2011, Toronto, ON, Canada
- Farooq, B., Understanding Sustainable Evolution of Urban Engineering Systems using Behavioural Modelling and Microsimulation. Invited Speaker, University of British Columbia, September 08, 2011, Kelowna, Okanagen, BC, Canada
- Farooq, B., Bierlaire, M., and Flötteröd, G., Simulation based Population Synthesis. Seventh workshop on discrete choice models, EPFL, August 26, 2011, Lausanne, Switzerland
- Farooq, B., Miller, E. J., Chingcuanco, F., and Giroux-Cook, M., Microsimulation Framework for Urban Price-Taker Markets. Microsimulation Framework for Urban Price-Taker Markets, July 29, 2011, Whistler, Canada
- Farooq, B., Towards a unified framework of urban built space evolution: Agents and Processes. Swiss Transport Research Conference, May 12, 2011, Monte Verita / Ascona, Switzerland
- Farooq, B., A Dynamic Multidimensional Decisions Modelling Framework for New Built Space Supply. Workshop on Equilibrium Sorting in Urban Economics and Transportation Models, Center for Energy Policy and Economics, ETHZ, March 09, 2011, Zurich
- Farooq, B., Multidimensional Discrete-Continuous Modelling of Choice Bundles: Theory and Application. Invited Speaker, Department of Transport and Regional Economics, University of Antwerp, February 25, 2011, Antwerp
- Farooq, B., and Miller, E. J., ILUTE Microsimulation Framework of Urban Spatial Dynamics: Recent Developments. iTeam Workshop on Activity Based Modelling and Microsimulation, January 27, 2011, Washington DC
- Farooq, B., Miller, E. J., and Haider, M., Multidimensional Decision Modeling Framework for Built Space Supply. Annual Meeting of Transportation Research Board, TRB, January 25, 2011, Washington DC
- Farooq, B., Evolution of Urban Built Space: Markets and Decisions. Annual Meeting of Transportation Research Board, TRB, January 23, 2011, Washington DC
Reviewing
Total: 11 reviews for 6 journals (since 2004). Per year: 2013: 3, 2012: 4, 2011: 4.
Research projects
- Pedestrian dynamics: flows and behavior
- Sponsor: Swiss National Science Foundation
- Team: Michel Bierlaire (PI), Bilal Farooq (PM), Riccardo Scarinci (PM), Antonin Danalet, Flurin Hänseler, Marija Nikolic
- Period: April 01, 2012-March 31, 2015
- This project aims at developing mathematical models of pedestrian dynamics, both at aggregate and disaggregate levels. Integrated and holistic mathematical models will handle the complexity of this unique transport mode and help us to answer open research questions. in the future, such foundations will also allow to create the tools society needs to better understand pedestrian dynamics.
- Léman 2030: Flux piétons Gare de Lausanne
- Sponsor: Swiss Federal Railways (SBB)
- Team: Michel Bierlaire (PI), Michaël Thémans (PM), Bilal Farooq (PM), Flurin Hänseler, Antonin Danalet, Sohrab Sahaleh
- Period: October 01, 2011-July 15, 2012
- In the framework of a 9-month collaboration with CFF, pedestrian flows in Lausanne train station are estimated and modeled. Specifically, an estimation methodology for pedestrian origin-destination demand is developed and applied to predict a demand scenario for 2030. By means of a pedestrian flow simulator, several infrastructure scenarios are quantitatively evaluated, the result of which helps CFF to design and dimension pedestrian underpasses of Gare de Lausanne for the future.
- NRP 65: Sustainable Urban Patterns (SUPat)
- Sponsor: Swiss National Science Foundation
- Team: Michel Bierlaire (PI), Bilal Farooq (PM), Ricardo Hurtubia (PM), Dimitrios Efthymiou
- Period: October 01, 2010-September 30, 2013
- This project aims at developing methodologies for the integration of qualitative an quantitative tools for land use planning and urban project-evaluation . The methodology will allow the interaction between urban design experts and land use modelers, developing techniques to use the description of urban projects and policies as inputs for land use models like UrbanSim and transport models like MATSim. The modeling effort output is used as input for the experts, generating an iterative feedback.
- SustainCity: Micro-simulation for the prospective of sustainable cities in Europe
- Sponsor: European Commission
- Team: Michel Bierlaire (PI), Ricardo Hurtubia (PM), Bilal Farooq (PM), Dimitrios Efthymiou
- Period: January 01, 2010-December 31, 2012
- The goal of this project is to address the modelling and computational issues of integrating modern mobility simulations with the latest micro-simulation land use models. The project intends to advance the state-of-the-art in the field of the micro-simulation of prospective integrated models of Land-Use and Transport (LUTI). On the modelling side, the main challenges are to integrate a demographic evolution module, to add an environmental module, to improve the overall consistency and, last but not least, to deal with the multi-scale aspects of the problem: several time horizons and spatial resolutions are involved.
- Methods and tools for supporting the use, calibration and validation of traffic simulation models
- Sponsor: European Commission
- Team: Michel Bierlaire (PI), Bilal Farooq (PM)
- Period: May 26, 2009-May 25, 2013
- The main objective of this Action is to develop, implement and promote methodologies and procedures to support the use of traffic simulations, especially on the topics of calibration and validation. To this aim, the sharing and exchanging of available traffic datasets will also be a key task of the Action.
- NEARCTIS
- Sponsor: European Commission
- Team: Michel Bierlaire (PI), Bilal Farooq (PM)
- Period: July 01, 2008-June 30, 2012
- NEARCTIS (Network of Excellence: Advanced Road Cooperative Traffic management in the Information Society) is an academic network involving teams working on the field of traffic management and optimization, with a particular focus on cooperative systems. The main objective of the project is to constitute what could be considered as a virtual research institute.
Regular teaching
- Optimization and Simulation
- Year: Spring 2013
- Section(s): Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Bilal Farooq, Jianghang Chen
- Teaching assistant: Aurélie Glerum, Antonin Danalet
- Webpage: http://transp-or.epfl.ch/courses/OptSim2013/
- Optimization and Simulation
- Year: Spring 2012
- Section(s): Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Bilal Farooq, Prem Kumar
- Teaching assistant: Nitish Umang
- Webpage: http://transp-or.epfl.ch/courses/OptSim2012/
Project supervision
Masters theses
- Sohrab Sahaleh
- Section: Civil Engineering
- Pedestrian flow simulation and optimization in transportation hubs (case study)
- Supervision:Michel Bierlaire, Bilal Farooq, Antonin Danalet
- Expert: Prof. Winnie Daamen
- 20/09/2011-17/02/2012
Semester projects
- Visualization of pedestrian demand in a 3D graph, Javier Lopez-Montenegro Ramil (SIN), June 07, 2013
- Associations generation in synthetic population, Paul Anderson, June 07, 2013
- Development of a novel pedestrian flow simulator, Thomas Mühlematter, May 31, 2013
- Pedestrian flow simulation in Lausanne train station, Nicolas de Lamberterie, January 10, 2013
- Population synthesis for large-scale agent based microsimulation, Lovisa Arnesson, January 10, 2013