Publications

Published Refereed Contributions

Articles in Scholarly Refereed Journals

(Trainee names underlined)

  1. Sobhani, A.Aliabadi, H.A., Farooq, B. (2018) “Metropolis-Hasting based Expanded Path Size Logit Model for Cyclists’ Route Choice Using GPS Data,” International Journal of Transportation Science and Technology, Accepted: 13-10-2018.
  2. Badu-Marfo, G., Farooq, B., Patterson, Z., (2018) “A Perspective on the Challenges and Opportunities for Privacy-Aware Big Transportation Data,” Journal of Big Data Analytics in Transportation, Accepted: 08-10-2018.
  3. Yazdizadeh, A., Patterson, Z., Farooq, B. (2018) “An Automated Approach from GPS Traces to Complete Trip Information,” International Journal of Transportation Science and Technology, Accepted: 16-08-2018.
  4. Sobhani, A., Farooq, B., (2018) “Impact of Smartphone Distraction on Pedestrians’ Crossing Behaviour: An Application of Head-Mounted Immersive Virtual Reality,” Journal of Transportation Research Part F: Traffic Psychology and Behaviour, Accepted: 17-06-2018.
  5. Saadi, I., Farooq, B., Mustafa, A., Teller, J., Cools, M. (2018) “An Efficient Hierarchical Model for Multi-Source Information Fusion” Expert Systems With Applications. ESWA-D-17-05375.
  6. Farooq, B., Cherchi, E., Sobhani, A., (2018) “Virtual Immersive Reality for Stated Preference Travel Behaviour Experiments: A Case study of Autonomous Vehicles on Urban Roads,” 18-02075, Journal of Transportation Research Record.
  7. Poucin, G., Farooq, B., Patterson, Z. (2018) “Activity Patterns Mining in Wi-Fi Access Point Logs,” Computer Environment and Urban Systems. 67: 55-67. doi:10.1016/j.compenvurbsys.2017.09.004
  8. Wong, M., Farooq, B., Bilodeau, G.A. (2017) “Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling,” Journal of Choice Modelling, Accepted: November 2017, Manuscript# JOCM_2017_79.
  9. Anderson, P., Farooq, B. (2017) “A Generalized Partite-Graph Method for Transportation Data Association,” Transportation Research Part C: Emerging Technologies 76: 150-169. doi:10.1016/j.trc.2017.01.004
  10. Aliabadi, H.A., Farooq, B., Morency, C., Saunier, N. (2017) “On the Role of Bridges as Anchor Points in Route Choice Modeling,” Transportation: 1-26 (available online). doi:10.1007/s11116-017-9761-7
  11. Al-Mallah, R., Quintero, A., Farooq, B. (2017) “Distributed Classification of Urban Congestion Using VANET,” IEEE Transactions on Intelligent Transportation Systems: 1-8 (available online). doi:10.1109/TITS.2016.2641903
  12. Saadi, I., Mustafa, A., Teller, J., Farooq, B., Cools, M. (2016) “Hidden Markov Model based Population Synthesis,” Transportation Research Part B: Methodological 90: 1-21. doi:10.1016/j.trb.2016.04.007 Ranked 15 in the TOP 25 viewed articles of Transportation Research Part B during May-July 2016.
  13. Nikolić, M., Bierlaire, M., Farooq, B., Delapperant, 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
  14. Elgar, I., Farooq, B., Miller E.J. (2015) Simulation of Firm Location Decisions: An Attempt to Replicate Office Location Choices in the Greater Toronto Area. Journal of Choice Modelling 17, 39–51. doi:10.1016/j.jocm.2015.12.003
  15. Wissen, H.U., Efthymiou, D., Farooq, B., von Wirth, T., Teich, M., Neuenschwander, N., and Grêt, R.A. (2015) “Indicators for the Quality of Urban Patterns: Spatially Explicit Evidence for Multiple Scales,” Landscape and Urban Planning 142(0), 47-62. doi:10.1016/j.landurbplan.2015.05.010
  16. Hänseler, F.S., Bierlaire, M., Farooq, B., 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 during October-December 2014.
  17. Danalet, A., Farooq, B., Bierlaire, M. (2014) “A Bayesian Approach to Detect Pedestrian Destination-Sequences from Wi-Fi Signatures,” Transportation Research Part C: Emerging Technologies 44: 146-170. doi:10.1016/j.trc.2014.03.015
  18. Anderson, P., Farooq, B., Efthymiou, D., 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
  19. Efthymiou, D., Farooq, B., Bierlaire, M., Antoniou, C. (2014) “Multidimensional Indicator Analysis for Transport Policy Evaluation,” Transportation Research Record 2430: 83–94. doi: 10.3141/2430-09
  20. Farooq, B., Müller, K., Bierlaire, M. Axhausen K.W. (2014) “Methodologies for synthesizing populations, in Integrated Transport and Land Use Modeling for Sustainable Cities,” Editors: Michel Bierlaire, André de Palma, Ricardo Hurtubia and Paul Waddell, EPFL Press.
  21. Farooq, B., Hurtubia, R., Bierlaire, M. (2014) “Simulation based generation of synthetic population for Brussels case study,” in  Integrated Transport and Land Use Modeling for Sustainable Cities, Editors: Michel Bierlaire, André de Palma, Ricardo Hurtubia and Paul Waddell, EPFL Press.
  22. Farooq, B., Bierlaire, M., Hurtubia, R., Flötteröd, G. (2013) “Simulation Based Population Synthesis,” Transportation Research Part B: Methodological 58: 243-263. doi:10.1016/j.trb.2013.09.012
  23. Farooq, B., Miller E.J., Chingcuanco F.Giroux-Cook M. (2012) “Microsimulation Framework for Urban Price-Taker Markets,” Journal of Transportation and Land Use. 6(1): 41-51.
  24. Farooq, B., Miller E.J., Haider M. (2012) “A Multidimensional Decision Modeling Framework for Built Space Supply,” Journal of Transportation and Land Use. 6(3): 61-74.
  25. Farooq, B., 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
  26. Miller, E.J., Farooq, B., Chingcuanco, F., Wang, D. (2011) “Historical validation of integrated transport–land use model system” Transportation Research Record: Journal of the Transportation Research Board. 2255-1, 91-99.
  27. Farooq, B., Miller, E.J., Haider, M. (2010) “Hedonic analysis of office space rent” Transportation Research Record: Journal of the Transportation Research Board. 2176, 118-127.
  28. Elgar, I., Farooq, B., Miller, E.J. (2009) “Modeling location decisions of office firms: Introducing anchor points and constructing choice sets in the model system” Transportation Research Record: Journal of the Transportation Research Board. 2133, 56-63.

Other Refereed Contributions

Papers Published in Conference Proceedings

(Trainee names underlined)

  1. Yazdizadeh, A., Patterson, Z., Farooq, B., (2017) “Using smartphone travel survey experiment for transportation mode detection: An application on DataMobile trip data in Montreal,” 11thInternational Conference on Transport Survey Methods, September, 2017.
  2. Aliabadi, H.A., Bourbonnais, P.L., Morency, C., Farooq, B., Saunier, N. (2017) “An Online Survey to Enhance the Understanding of Car Drivers Route Choices,” International Conference on Transport Survey Methods, September, 2017.
  3. Sobhani, A., Farooq, B. (2017) “Immersive Head Mounted Virtual Reality based Safety Analysis of Smartphone Distracted Pedestrians at Street Crossing,” International Conference on Road Safety and Simulation, October, 2017.
  4. Yazdizadeh, A., Farooq, B., Patterson, Z. (2017) “Generic Form for Capturing Unobserved Heterogeneity in Discrete Choice Modeling: Application to Neighborhood Location Choice,” Transportation Research Board Annual Meeting, January, 2017.
  5. Aliabadi H.A., Farooq, B., Morency, C., Saunier, N. (2017) “Classifying Behavioral Dynamics of Taxi Drivers Route Choice using Longitudinal GPS Data,” Transportation Research Board Annual Meeting, January, 2017.
  6. Grapperon, A., Farooq, B., Trépanier, M. (2016) “Activity Based Approach to Estimation of Dynamic Origin-Destination Matrix Using Smartcard Data,” 9th TRISTAN symposium, Aruba, 13-17 June 2016.
  7. Wong, M., Farooq, B., Bilodeau, G.A. (2016) “Next Direction Route Choice Model for Cyclist using Panel Data,” 51th Annual Conference of Canadian Transportation Research Forum, May, 2016.
  8. Beaulieu, A., Farooq, B. (2016) “Large-Scale Multi-sensor Monitoring of Pedestrian Dynamics in Public Spaces: Preliminary Results,” Transportation Research Board Annual Meeting, January, 2016.
  9. Poucin, G., Farooq, B., Patterson, Z. (2016) “Pedestrian Activity Pattern Mining in Wi-Fi Network Connection Data,” Transportation Research Board Annual Meeting, January, 2016.
  10. Farooq, B., Beaulieu, A.Ragab, M.Ba, V.T.(2015) “Ubiquitous Monitoring of Pedestrian Dynamics: Exploring Wireless Ad Hoc Network of Multi-Sensor Technologies,” IEEE SENSORS, Busan, Korea. November 2015.
  11. Pibrac, A., Farooq, B. (2015) “Microscopic Dynamic OD Matrix for Pedestrian Movement in a Transportation Hub,” 14th International Conference on Travel Behaviour Research. London. July 2015.
  12. Anderson, P., Farooq, B. (2015) “Generalized Partite-Graphs Solutions for Association Problems in Transportation,” 14th International Conference on Travel Behaviour Research. July 2015.
  13. Shetwi, R.Y., Farooq, B., Popa, C. (2015) “Optimizing Large-Scale Transportation Infrastructure Projects using Building Information Modelling (BIM),” 50th Annual Conference of Canadian Transportation Research Forum, May, 2015.
  14. Reinoso G., Farooq, B. (2015) “Urban Pulse Analysis using Big Data,” 50th Annual Conference of Canadian Transportation Research Forum, May, 2015.
  15. Ettehadieh, D.E., Farooq, B., Saunier, N. (2015) “Systematic Parameter Optimization and Application of Automated Tracking in Pedestrian-Dominant Situations,” Transportation Research Board.
  16. Ettehadieh, D., Farooq, B., Saunier, N. (2014) “Automated Pedestrian Data-Collection and Flow Analysis in Public Spaces,” Transportation Research Procedia (PED2014) 2: 207-212.
  17. Nikolic, M., Bierlaire, M., Farooq, B. (2014) “Probabilistic Speed-Density Relationship for Pedestrians based on Data Driven Space and Time Representation,” 14th Swiss Transport Research Conference, Monte Verità, Switzerland, May 2014.
  18. Nikolic, M., Bierlaire, M., Farooq, B. (2013) “Spatial Tessellations of Pedestrian Dynamics,” 2ndSymposium of the European Association for Research in Transportation, Stockholm, Sweden. September, 2013.
  19. Danalet, A., Bierlaire, M., Farooq, B. (2013) “A Bayesian Estimation of Pedestrian Activities Using Sensors Data,” TRISTAN VIII, San Pedro de Atacama, Chile, June 2013.
  20. Hänseler, F., Farooq, B., Mühlematter T., Bierlaire, M. (2013) “Mesoscopic Model for Pedestrian Flow in Train Stations,” 13th Swiss Transport Research Conference, Monte Verità, Switzerland, April 2013.
  21. Farooq, B., Bierlaire, M. (2013) “Simulation Based Associations Generation in Synthetic Population,” 13th Swiss Transport Research Conference, Monte Verità, Switzerland, April 2013.
  22. Efthymiou, D., Farooq, B., Bierlaire, M., Antoniou, C. (2013) “Agent-based Indicators Analysis in the Context of Policy Evaluation,” 13th Swiss Transport Research Conference, Monte Verità, Switzerland, April 2013.
  23. Danalet, A., Farooq, B., Bierlaire, M. (2013) “Pedestrian Activity Choice Modeling from Sensors Data,” 13th Swiss Transport Research Conference, Monte Verità, Switzerland, April 2013.
  24. Nikolić, M., Farooq, B., Bierlaire, M. (2013) “Exploratory Analysis of Pedestrian Flow Characteristics in Mobility Hubs using Trajectory Data,” 13th Swiss Transport Research Conference, Monte Verità, Switzerland, April 2013.
  25. Danalet, A., Farooq, B., Bierlaire, M. (2012) “Estimating Pedestrian Activities from Digital Footprints,” Latsis Symposium 2012: 1st European Symposium on Quantitative Methods in Transportation Systems, Lausanne, September 2012.
  26. Danalet A., Bierlaire M., Farooq B. (2012) “Estimating Pedestrian Destinations using Traces from WiFi Infrastructures,” 6th International Conference on Pedestrian and Evacuation Dynamics, June 2012.
  27. Sahaleh, S., Bierlaire, M., Farooq, B., Danalet, A. (2012) Microscopic Calibration and Validation of Pedestrian Models: Integrating Discrete Choice Model into Social Force Model,” 6th International Conference on Pedestrian and Evacuation Dynamics, June 2012.
  28. Hänseler, F., Farooq, B., Bierlaire, M. (2012) “Preliminary Ideas for Dynamic Estimation of Pedestrian Origin-Destination Demand within Train Stations,” 12th Swiss Transport Research Conference, Ascona, May 2012.
  29. Sahaleh, S., Bierlaire, M., Farooq, B., Danalet, A.Hänseler, F.S. (2012) Scenario Analysis of Pedestrian Flow in Public Spaces,” 12th Swiss Transportation Research Conference, Ascona, May 2012.
  30. Danalet, A., Bierlaire, M., Farooq, B. (2012) “Preliminary Exploration of Pedestrian Destinations using Traces from WiFi Infrastructures,” 12th Swiss Transport Research Conference, Ascona, May 2012.

Non Refereed Contributions

Conference Abstracts Published in Proceedings

(Trainee names underlined)

  1. Farooq, B., Beaulieu A. (2017) “Large-Scale Pedestrian Movement Analysis using a Network of Wi-Fi Sensors,” Conference of the International Federation of Operational Research Societies, May 2017.
  2. Sobhani, A., Farooq, B. (2017) “Innovative Intercity Transport Mode: Application of Choice Preference Integrated with Attributes Nonattendance and Value Learning,” Conference of the International Federation of Operational Research Societies, May 2017.
  3. Saadi, I.Wong, M., Farooq, B., Teller, J., Cools, M. (2017) “Short-Term Demand Estimation for Ride-hailing Systems using Machine Learning Approaches,” Conference of the International Federation of Operational Research Societies, May 2017.
  4. Wong, M., Farooq, B., Bilodeau, G.A. (2017) “Latent Behaviour Modelling using Restricted Boltzmann Machines,” International Choice Modelling Conference, April 2017.
  5. Farooq, B., Cherchi, E., Sobhani, A. (2017) “Virtual Immersive Reality Environment (VIRE) for Disruptive Vehicular Technology Choice Experiments,” International Choice Modelling Conference, April 2017.
  6. Farooq, B., Cherchi, E. (2016) “Immersive Virtual Reality Experiments for Analyzing Autonomous Vehicle Demand,” Transportation Research Board Invited Speaker at Automated Vehicles Symposium 2016, San Francisco, 18-22 July 2016.
  7. Grapperon, A., Farooq, B., Trépanier, M. (2016) “Enrichir les données de validation des titres de transport en commun,” 51e congrès de l’Association Québécoise des Transports, Québec, 11-13 avril 2016.
  8. Farooq B., Bierlaire M., Flötteröd G. (2012) “A New Approach to Synthesize Heterogeneous Agents and their Associations for Urban Microsimulations,” 2nd Workshop of Urban Dynamics, Chile, March 2012.
Invited Talks and SeminarsTotals: last five years: 15; career: 22

(Trainee names underlined)

  1. Farooq, B. (2016) “Analyse de la demande de nouveaux services interurbains,” Projet de ferroviaire à Montréal-Sherbrooke corridor, Bromont, July 06, 2016.
  2. Farooq, B. (2016) “Urban Systems, Ubiquitous Data, and Data Science,” Columbia University, March 01, 2016.
  3. Farooq, B. (2016) “Harnessing Innovative Data Sources and Data Science for Transportation Systems of Tomorrow,” UMTRI Ann Arbor, February 19, 2016.
  4. Farooq, B. (2015) “Recent Advances in Sustainable Urban Transportation Systems Research,” Special Lecture Series, McGill University. June 08, 2015.
  5. Farooq, B. (2015) “Sustainable Active Urban Mobility: Research and Applications,” City of Toronto. May 25, 2015.
  6. Farooq, B. (2015) “Use of Big Data for Improving Urban Living,” CityZeen Inc. Workshop on Big Data. May 03, 2015.
  7. Farooq, B. (2014) “Activity based Travel Demand Modelling for Pedestrian Infrastructure Planning,” Canada-Germany Hands-on Sustainable Urban Mobility Workshop. May 2014.
  8. Farooq, B. (2014) “Études de la dynamique du Flux des piétons dans les installations de transport collectif,” Société de transport de Montréal (STM). April 2014.
  9. Farooq, B. (2014) “La modélisation et la micro-simulation intégrée des systèmes urbaines,” Service de la modélisation des systèmes de transport, Transports Québec. January 2014.
  10. Farooq, B. (2013) “Recent Advances in Data Synthesis and Indicators Analysis for Urban Systems Microsimulation,” McGill University, Canada. November 2013.
  11. Farooq, B. (2013) “New Directions in Population Synthesis for Microsimulation of Urban Systems,” CIRRELT, Canada. October 2013.
  12. Farooq, B. (2012) “Integrated Transportation and Urban Infrastructure Systems: Planning and Design,” École Polytechnique de Montréal, Canada. December 2012.
  13. Farooq, B. (2012) “Simulation: Theory and Application in Urban Systems,” PhD course for PhD student in MIT-Portugal project, University of Coimbra, Portugal. November 2012.
  14. Farooq, B. (2012) “Market Behaviour within Large-Scale Models of Urban Infrastructure Systems,” Department of Transportation, Denmark Technical University, Copenhagen. March 2012.
  15. Farooq, B. (2012) “Integrated Approach Towards Urban Engineering Infrastructure Systems,” Pillar of Systems Engineering, Singapore University of Technology and Design, Singapore. February 2012.
Technical and Consulting Reports
Totals: last five years: 6; career: 9
  1. Farooq, B., Sobhani, A. (2017) “Train Hôtel: Analysis of Expected Future Demand,” Night Train Foundation.
  2. Beaulieu, A., Farooq, B. (2016) “Pedestrianized Gay Village: Large-Scale Multi-Sensor Monitoring of Pedestrian Dynamics over Summer 2016,” Gay Village Authority.
  3. Ferradou, L., Beaulieu, A., Farooq, B. (2016) “Large Scale Multi-Sensor Monitoring of Pedestrian Dynamics during the Montréal MURAL Festival in June 2016,” Organizers of MURAL Festival.
  4. Farooq, B., Pibrac, A.Sim, R.Beaulieu, A. (2015) “Analyse des mouvements piétonniers autour de la station d’autobus et de métro Rosemont,” Société de transport de Montréal (STM).
  5. Beaulieu, A., Farooq, B. (2015) “Large-Scale Multi-Sensor Monitoring of Pedestrian Dynamics during the Montréal MURAL festival in June 2015,” Organizers of MURAL Festival.
  6. Hänseler, F.S.Sahaleh, S., Farooq, B., Bierlaire, M., (2012) “Analysis of Pedestrian Flow in Lausanne Train Station,” Swiss Railways.
Invention Disclosure

(Trainee names underlined)

  1. Farooq, B., Beaulieu, A.Poucin, G.Rajab, M. URBANFlux: Internet of Things based Urban Services and Analytics. Polytechnique Montréal Invention Disclosure. June 15, 2016.
Theses

(Trainee names underlined)

  1. Farooq, B. (2011), “Evolution of Urban Built Space: Markets and Decisions,” Ph.D. Thesis, University of Toronto. Toronto, Canada.