S. (Subodh) Dubey
Subodh is a PhD student in Department of Transport and Planning, TU Delft. He works with Oded Cats in Mobility-as-a-service (MaaS) project. He holds a Bachelor’s degree from Anna University (India) in Civil engineering and a Master’s degree in Transportation engineering from BITS-Pilani (India). Prior to joining TU Delft, he has spent 4 years at UT Austin (Texas, US), one and half years at Institute for Choice (Sydney, Australia), and 15 months at Tiger Analytics (Chennai, India) as a senior Data Analyst.
My current research involves analysing the potential effects of Mobility-as-a-service (MaaS). Specifically, the research will analyse effect on traffic in terms of congestion and demand satisfaction when MaaS is not only a competing mode but also a complimentary mode to existing public transit. The work will also analyse effect of dynamic pricing on demand and supply.
- Patil, P. N., Dubey, S. K., Pinjari, A. R., Cherchi, E., Daziano, R., & Bhat, C. R. (2017). Simulation evaluation of emerging estimation techniques for multinomial probit models. Journal of Choice Modelling, 23, 9-20.
- Bhat, C. R., Pinjari, A. R., Dubey, S. K., & Hamdi, A. S. (2016). On accommodating spatial interactions in a generalized heterogeneous data model (GHDM) of mixed types of dependent variables. Transportation Research Part B: Methodological, 94, 240-263.
- Bhat, C. R., Dubey, S. K., Alam, M. J. B., & Khushefati, W. H. (2015). A new spatial multiple discrete-continuous modeling approach to land use change analysis. Journal of Regional Science. doi: 10.1111/jors.12201
- Bhat, C. R., Dubey, S. K., & Nagel, K. (2015). Introducing non-normality of latent psychological constructs in choice modeling with an application to bicyclist route choice. Transportation Research Part B: Methodological, 78, 341-363.
- Bhat, C. R., & Dubey, S. K. (2014). A new estimation approach to integrate latent psychological constructs in choice modeling. Transportation Research Part B: Methodological, 67, 68-85.
- Singh, A. P., & Dubey, S. K. (2012). Optimal selection of a landfill disposal site using a modified fuzzy utility approach. Fuzzy Information and Engineering, 4(3), 313-338.
- Dubey, S. K., Ponnu, B., & Arkatkar, S. S. (2013). Time gap modeling using mixture distributions under mixed traffic conditions. Journal of Transportation Systems Engineering and Information Technology, 13(3), 91-98.
- Dubey, S. K., Ponnu, B., & Arkatkar, S. S. (2012). Time gap modeling under mixed traffic condition: a statistical analysis. Journal of Transportation Systems Engineering and Information Technology, 12(6), 72-84.
TxDOT Project 0-6766: A Generic Mode Choice Model Applicable for Small and Medium-sized MPOs
- Developed a generic mode choice model.
- In particular, I created transit skim in TRANSCAD, analyzed survey data and developed models. Further, a VB based DSS was also developed for aid in decision making.
TxDOT Project 0-6760: Improved Trip Generation Data for Texas Using Work Place and Special Generator Surveys
- Developed a generic set of trip attraction rates for Texas using decade long workplace and special generator surveys as an alternative to Institute of Transportation Engineers’ (ITE) Trip Generation Manual.
- My responsibilities: Gathered information on new factors (not included in previous models) and developed the models.
FHWA Project DTFH61-10-R-00036: A Tour-based National Model System to Forecast Long-distance Passenger Travel in the United States
- Developed a tour-based micro-simulation model of annual long distance passenger travel for all households in the U.S. The framework schedules travel across a full year to capture business travel (conferences, meetings and combined business/leisure) and leisure travel (visiting friends and family, personal business and shopping, relaxation, sight-seeing, outdoor recreation, and entertainment).
- In particular, I was responsible for estimation of participation and duration prediction model for non-business purposes (Tobit Model), scheduling of business and non-business trips (Multiple-Discrete Continuous Extreme Value Model), and party size and composition models (a set of count models).
Activity based Travel-Demand Analysis for Southern California Association of Governments
- This project involved development of an activity based micro-simulator for analyzing the travel pattern of southern California.
- Contributed in the development of a comprehensive econometric micro-simulator for socioeconomic, land use and transportation system (CEMSELTS) and a comprehensive econometric micro-simulator for daily activity-travel patterns (CEMDAP).
Implementing Advance Traveler’s Information System (ATIS) for Indian cities: Chennai
- Conducted by: IIT Madras; Sponsored by: Dept. of Information Tech., Govt. of India.
- Performed household and office surveys to understand people’s perception and expectations regarding ATIS.
- Developed Advance Traveler’s Information System for Chennai city. In particular, I was responsible for development of web based module for data-storage, travel-time prediction algorithms and display of routes and messages on Google map.