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Peer Reviewed Journals

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Dr. Bhowmik has authored and co-authored a total of 37 papers in peer-reviewed journals, and 36 articles in conference proceedings. The published journal papers are listed as follows:

2024

  1. T. Bhowmik, Eluru N., Hasan S., Culotta A., Roy K. C. (2024) “Predicting Hurricane Evacuation Behavior Synthesizing Data from Travel Surveys and Social Media” forthcoming Transportation Research Part C. PDF

  2. T. Bhowmik, Eluru N., (2024) “Exploring the Relationship Between COVID-19 Transmission and Population Mobility over Time” forthcoming Transportation Research Record. PDF

  3. Jahan M. I., Bhowmik T., Hoover L., Eluru N., (2024) “Addressing Uncertainties in Discrete Outcome Modelling Frameworks with Missing Data: A Comparative Study between Single and Multiple Imputation” forthcoming Transportation Research Record. PDF

  4. Shabab K. R., Bhowmik T., Zaki M. H., Eluru N., (2024) “A Systematic Unified Approach for Addressing Temporal Instability in Road Safety Analysis”, Analytic Methods in Accident Research, Volume 43, September 2024, 100335. PDF Journal Access

  5. Hoover L., Jahan M. I., Bhowmik T., Tirtha S. D., Konduri K. C., Ivan J., Wang K., Zhao S., Auld J., Eluru N., (2024) “Implementation of a Realistic Artificial Data Generator for Crash Data Generation” Accident Analysis and Prevention Volume 200, June 2024, 107566. PDF Journal Access

  6. Tirtha S. D., Bhowmik T., Eluru N., (2024) “Accommodating Spatio-Temporal Dependency in Airline Demand Modeling”, Journal of Air Transport Management Volume 116, April 2024, 102572. PDF Journal Access

  7. Ahmad, N., Bhowmik T., Gayah, V. V., & Eluru, N. (2024). On the need to address fixed-parameter issues before applying random parameters: A simulation-based study. Analytic Methods in Accident Research, 41, 100314.PDF Journal Access

  8. Jahan, M. I., Bhowmik T., & Eluru, N. (2024). Enhanced aggregate framework to model crash frequency by accommodating zero crashes by crash type. Transportation research record, 2678(2), 506-519.  PDF Journal Access

  9. Pervaz, S., Bhowmik T., and Eluru N.,(2024) “An Integrated Multi-Resolution Framework for Jointly Estimating Crash Type and Crash Severity”, Analytics Methods in Accident Research Volume 42, June 2024, 100321. PDF Journal Access

2023

  1. Parvez D. A., Tirtha S. D., Bhowmik T., Eluru N., (2023) “A Joint Econometric Model Framework for Transportation Network Companies (TNC) Users’ Trip Fare and Destination Choice Analysis”, Transportation Research Record Volume 2677, Issue 7.

  2. Pervaz, S., Bhowmik T., and Eluru N.,(2023) “An Econometric Framework for Integrating Aggregate and Disaggregate Level Crash Analysis”, Analytics Methods in Accident Research Volume 39, September 2023, 100280.

  3. Jahan Md. I, Bhowmik T., Eluru N., (2023) “Evaluation of Freeway Demand in Florida during COVID-19 Pandemic from a Spatiotemporal Perspective”, ASCE Journal of Transportation Engineering, Part A Volume 149 Issue 8 – August 2023.

  4. Tirtha, S. D., Bhowmik T., and Eluru N., (2023) “A Flight Level Analysis of Departure Delay and Arrival Delay Using Copula-based Joint Framework”, Transportation Research Record 2677(5), 229–246.

  5. Kabli A., Bhowmik T., and N. Eluru (2023), “Exploring the Temporal Variability of the Factors Affecting Driver Injury Severity by Body Region Employing a Hybrid Econometric Approach”, Analytic Methods in Accident Research Volume 37.

  6. Tirtha, S. D., Bhowmik T., and Eluru N., (2023) “Understanding the Factors Affecting Airport Level Demand (Arrivals and Departures) Using a Novel Modeling Approach”, Journal of Air Transport Management Volume 106, January 2023, 102320.

2022

  1. Rahman, R., Zhang J., Tirtha S. D., Bhowmik T., I. Jahan, Eluru N., Hasan, S. (2022) “A Data-Driven Network Model for Traffic Volume Prediction at Signalized Intersections”, Journal of Big Data Analytics in Transportation Volume 4, pages 135–152.

  2. Hoover, L., Bhowmik T., Yasmin, S., and Eluru N., (2022) “Understanding Crash Risk using a Multi-Level Random Parameter Binary Logit Model: Application to Naturalistic Driving Study Data”, Transportation Research Record 2676(10), 737–745.

  3. Pervaz, S., Bhowmik T., and Eluru N.,(2022) “Integrating Macro and Micro Level Crash Frequency Models Considering Spatial Heterogeneity and Random Effects”, Analytics Methods in Accident Research Volume 36, December 2022, 100238.

  4. Tirtha S.D., Bhowmik T., and N. Eluru, (2022), ” An Airport Level Framework for Examining the Impact of COVID-19 on Airline Demand ” Transportation Research Part A: Policy and Practice, Volume 159, May 2022, Pages 169-181.

  5. T. Bhowmik, S. Yasmin and N. Eluru (2022). “Accommodating For Systematic And Unobserved Heterogeneity In Panel Data: Application To Macro-Level Crash Modeling”, Analytic Methods in Accident Research Volume 33, March 2022, 100202.

2021

  1. T. Bhowmik and N. Eluru (2021) “A Comprehensive County Level Framework Model to Identify Factors Affecting Hospital Capacity and Predict Future Hospital Demand”, Nature Scientific Reports 11, Article number: 23098.

  2. T. Bhowmik, S. Yasmin and N. Eluru (2021). “A New Econometric Approach for Modeling Several Count Variables: A Case Study of Crash Frequency Analysis by Crash Type and Severity”, Transportation Research Part B Volume 153, Pages 172-203.

  3. Alfawzan M., Abou-Senna H., Radwan E., Bhowmik T., Eluru N., Elzayat S. (2021) “Developing Efficiency Attributes for Right-Turn Flashing Yellow Arrow on Impeding Through and Opposing Left Phases Using a Multinomial Logit Model”, ASCE Journal of Transportation Engineering, Part A: Systems 2021, 147(11): 04021075.

  4. Rahman, R., Bhowmik T., Eluru N., Hasan, S. (2021) “Assessing the Crash Risks of Evacuation: A Matched Case-Control Approach Applied over Data Collected during Hurricane Irma”, Accident Analysis and Prevention Volume 159, 106260.

  5. T. Bhowmik, M. Rahman., S. Yasmin and N. Eluru (2021). “Exploring Analytical, Simulation-Based, And Hybrid Model Structures For Multivariate Crash Frequency Modeling”, Analytic Methods in Accident Research Volume 31, 100167.

  6. Yasmin. S., Bhowmik T., M. Rahman and N. Eluru (2021). “Enhancing Non-Motorized Safety by Simulating Trip Exposure using a Transportation Planning Approach”, Accident Analysis and Prevention, Volume 156, June 2021, 106128.

  7. T. Bhowmik, S. D. Tirtha, N. C. Iraganaboina and Eluru, N. (2021) “A Comprehensive Analysis of COVID-19 Transmission and Mortality Rates at the County level in the United States considering Socio-Demographics, Health Indicators, Mobility Trends and Health Care Infrastructure Attributes”, PLoS One Apr 1, Vol 16(4), 0249133.

  8. Wang, K., Bhowmik T., Zhao, S., Eluru, N., and Jackson. E., (2021), “Highway Safety Assessment and Improvement through Crash Prediction by Injury Severity and Vehicle Damage Using Multivariate Poisson-Lognormal Model and Joint Negative Binomial – Generalized Ordered Probit Fractional Split Model”, Journal of Safety Research Volume 76, February 2021, Pages 44-55.

  9. Keya N., S. Anowar, Bhowmik T., and N. Eluru (2021), “Joint framework for modeling freight mode and destination choice: application to the us commodity flow survey data” Transportation Research Part E Volume 146, February 2021, 102208.

  10. Iraganaboina, N. C., Bhowmik T., Yasmin, S., Eluru, N. and M. Abdel-Aty, (2021) “Evaluating the Influence of Information Provision (When and How) on Route Choice Preferences of Road Users in Greater Orlando: Application of a Regret Minimization Approach”, Transportation Research Part C Volume 122, January 2021, 102923.

2020 and Before

  1. ​Kabli A., Bhowmik T., and N. Eluru (2020), “A Multivariate Approach For Modeling Driver Injury Severity By Body Region”, Analytic Methods in Accident Research Volume 28, December 2020, 100129.

  2. Morency P., A., C. Plante, A-S. Dube, S. Goudreau, C. Morency, P. L. Bourbonnais, N. Eluru, L.F Tetreault, M. Hatzopoulou, N. C. Iraganaboina, Bhowmik T., and A. Smargiassi (2020), “The Potential Impacts of Urban and Transit Planning Scenarios for 2031 on Car Use and Active Transportation in a Metropolitan Area” International Journal of Environmental Research and Public Health 17(14), 5061.

  3. Smargiassi A., C. Plante, P. Morency, M. Hatzopoulou, C. Morency, N. Eluru, L.F Tetreault, S. Goudreau, P. L. Bourbonnais, Bhowmik T., M. Shekarrizfard, N. C. Iraganaboina, W. Requia (2020), “Environmental and health impacts of transportation and land use scenarios in 2061”, Environmental Research Volume 187, August 2020, 109622.

  4. T. Bhowmik, S. Yasmin and N. Eluru (2019), “Do We Need Multivariate Modeling Approaches to Model Crash Frequency by Crash Types? A Panel Mixed Approach to Modeling Crash Frequency by Crash Types”, Analytic Methods in Accident Research, Volume 24, December 2019,100107.               

  5. Wang K., Bhowmik T., S. Yasmin S. Zhao, N. Eluru and E. Jackson (2019). “Multivariate Copula Temporal Modeling of Intersection Crash Consequence Metrics: A Joint Estimation of Injury Severity, Crash Type, Vehicle Damage and Driver Error”, Accident Analysis and Prevention Volume 125, April 2019, Pages 188-197.

  6. T. Bhowmik, S. Yasmin and N. Eluru (2019), “A Multilevel Generalized Ordered Probit Fractional Split Model For Analyzing Vehicle Speed”, Analytic Methods in Accident Research Volume 21, March 2019, Pages 13-31.

  7. T. Bhowmik, S. Yasmin and N. Eluru (2018), “A Joint Econometric Approach for Modeling Crash Counts by Collision Type”, Analytic Methods in Accident Research Volume 19, September 2018, Pages 16-32.

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Conference Proceedings

  1. Tirtha, S.D., Bhowmik T., and Eluru N.,+ (2024) “Evaluating Community Building Effectiveness of Transportation Investments”, Presented at the Northwest Trnasportation Conference, Oregon., 2024.

  2. Yasmin. S., Bhowmik T., M. Rahman and N. Eluru (2024). “Enhancing Non-Motorized Safety by Simulating Non-Motorized Exposure using a Transportation Planning Approach”, Presented at the Northwest Trnasportation Conference, Oregon., 2024

  3. Anwari, N., Bhowmik T., Eluru N., Aty, M, Park J (2024) “Analysis of Lag Time of Pedestrian Fatalities: A Copula Approach”, Accepted at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2024

  4. Redwan, S., Bhowmik T., Eluru N., Zaki, M (2024) “A Systematic Unified Approach for Addressing Temporal Instability in Road Safety Analysis”, Accepted at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2024

  5. Pervaz, S., Bhowmik T., Eluru N., (2024) “An Integrated Multi-Resolution Framework for Jointly Estimating Crash Type and Crash Severity”, Accepted at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2024

  6. Pervaz, S., Bhowmik T., Eluru N., (2024) “Examining Driver Injury Severity in Motor Vehicle Crashes: A Copula-Based Approach Considering Temporal Heterogeneity in a Developing Country Context”, Accepted at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2024

  7. Jahan Md. I, Bhowmik T.,  Eluru N., (2024) “Understanding the Dynamic Change of Electric Vehicle Adoption in California: An analysis of Stated Preference Data”, Accepted at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2024.

  8. Parvez. D., Tirtha, SD., Bhowmik T., Hoover L., Eluru N., (2024) “Understanding the Role of Transportation Network Companies in Addressing Transportation Demand: A Chicago Case Study”, Accepted at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2024

  9. Jahan Md. I, Bhowmik T., Hoover L., Eluru N., (2024) “Addressing Uncertainties in Transportation Econometrics with Missing Data: A Comparative Study between Single and Multiple Imputation”, Accepted at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2024

  10. Parvez D. A., Tirtha S. D., Bhowmik T., Eluru N., (2023) “A Joint Econometric Model Framework for Transportation Network Companies (TNC) Users’ Trip Fare and Destination Choice Analysis”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2023

  11. Hoover L., Jahan M. I., Bhowmik T., Tirtha S. D., Konduri K. C., Ivan J., Wang K., Zhao S., Auld J., Eluru N., (2023) “Implementation of a Realistic Artificial Data Generator for Crash Data Generation”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2023

  12. Joshi M., Ivan J. N., Wang K., Zhao S., Bhowmik T., Parvez S., Eluru N., (2023) “Effect of Vehicle-mix on Crash Severity Prediction using Quasi-Induced Exposure data in Multivariate Poisson Log-normal Model”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2023

  13. Bhowmik T., Eluru N., Hasan S., Culotta A., Roy KC. (2023), “Predicting Real-time Population Behavior during Hurricanes Synthesizing Data from Transportation Systems and social media”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2023

  14. Ahmad N., Bhowmik T., Gayah V. V., Eluru N., (2023) “Rigorous Simulation-Based Statistical Analysis to Compare Fixed and Random Parameter Count Data Models: Examining the Contribution of Independent Variables vis-à-vis Random Parameters”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2023

  15. Jahan M. I., Bhowmik T., Eluru N., (2023) “An Enhanced Aggregate Framework to Model Crash Frequency by Crash Type: Accommodating Zero Crashes by Crash Type”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2023

  16. Parvez S., Bhowmik T., Eluru N., (2023) “An Econometric Framework for Integrating Aggregate and Disaggregate Level Crash Analysis”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2023

  17. Jahan M. I., Bhowmik T., Borjigin S. G., Lou J., Ugwu N. M., Niemeier D. A., Eluru. N., (2023) “Estimating Household’s Vehicle Purchase Decision by A Maximum Log-likelihood Based Fusion Model”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2023

  18. Bhowmik T., and N. Eluru (2022) " Exploring the Relationship Between  COVID-19 Transmission and Population Mobility over Time", Accepted (will be presented) at the 16th International Conference on Travel Behavior Research, Santiago, Chile 2022.

  19. Tirtha, S.D., Bhowmik T., and Eluru N.,+ (2022) “A Flight Level Analysis of Departure Delay and Arrival Delay Using Copula-based Joint Framework”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2022

  20. Hoover, L., Bhowmik T., Yasmin, S., and Eluru N.,+ (2022) “Understanding Crash Risk using a Multi-Level Random Parameter Binary Logit Model: Application to Naturalistic Driving Study Data”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2022

  21. Pervaz, S., Bhowmik T., and Eluru N.,+ (2022) “Integrating Macro and Micro Level Crash Frequency Models Considering Spatial Heterogeneity and Random Effects”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2022

  22. Jahan, Md. I., Bhowmik T., and Eluru N.,+ (2022) “Evaluation of Travel Demand in Florida during COVID-19 Pandemic from a Spatiotemporal Perspective”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2022

  23. Kabli A., Bhowmik T., and N. Eluru+ (2022), “Exploring the Temporal Variability of the Factors Affecting Driver Injury Severity by Body Region Employing a Hybrid Econometric Approach”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2022

  24. Rahman, R., Bhowmik T., Eluru N., Hasan, S. (2021) Assessing the Crash Risks of Evacuation: A Matched Case-Control Approach Applied over Data Collected during Hurricane Irma, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2021

  25. Bhowmik T., Yasmin, S. Eluru, N. (2021) Accommodating for Systematic and Unobserved Heterogeneity in Panel Data: Application to Macro-Level Crash Modeling, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2021

  26. Alfawzan M., Abou-Senna H., Radwan E., Bhowmik T., Eluru N., Elzayat S. (2020) Developing Efficiency Attributes for Right-Turn Flashing Yellow Arrow on Impeding Through and Opposing Left Phases Using a Multinomial Logit Model, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2020

  27. Iraganaboina, N. C., Bhowmik T., Yasmin, S., Eluru, N+. and M. Abdel-Aty, (2020) Evaluating the Influence of Information Provision on Route Choice Preferences of Road Users: Application of a Regret Minimization Approach, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2020.

  28. Wang, K., Bhowmik T., Zhao, S., Eluru, N., and Jackson. E., (2020) Assessment of Statistical Methodologies for Crash Prediction by Severity, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2020.

  29. Bhowmik T., S. Yasmin and N. Eluru (2019). “Do We Need Multivariate Modeling Approaches to Model Crash Frequency by Crash Types? A Panel Mixed Approach”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2019

  30. Bhowmik T., M. Rahman, S. Yasmin and N. Eluru (2019). “Alternative Model Structures for Multivariate Crash Frequency Analysis: Comparing Simulation-based Multivariate Model with Copula-based Multivariate Model”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2019

  31. Wang K., Bhowmik T., S. Yasmin S. Zhao, N. Eluru and E. Jackson (2019). “Multivariate Copula Modeling of Intersection Crash Consequence Metrics: A Joint Estimation of Injury Severity, Crash Type, Vehicle Damage and Driver Error”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2019.

  32. Bhowmik T., B. Dey, S. Yasmin, S. Anowar and N. Eluru (2019). " Travel Behavior Impacts of Shared Mobility: Analysis of 2017 National Household Travel Survey", Presented at the 98th Transportation Research Board (TRB) Annual Meeting, Best Papers from the 2017 National Household Travel Survey Data Challenge 2019, Washington D.C., 2019. (Data Challenge)

  33. Eluru N, S. Yasmin., Bhowmik T., and M. Rahman (2019). " Comprehensive Cost Benefit Analysis of SunRail Commuter Rail System in Orlando", Presented at the 98th Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2019 (Poster Competition)

  34. Bhowmik T., S. Yasmin and N. Eluru (2018). “A Joint Econometric Approach for Modeling Crash Counts by Collision Type”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2018.

  35. Bhowmik T., S. Yasmin and N. Eluru (2018). “A Multilevel Generalized Ordered Probit Fractional Split Model: Modeling Vehicle Speed on Arterial Roads in Orlando”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2018

  36. Yasmin. S., Bhowmik T., M. Rahman and N. Eluru (2018). “Enhancing Non-Motorized Safety by Simulating Non-Motorized Exposure using a Transportation Planning Approach”, Presented at the Transportation Research Board (TRB) Annual Meeting, Washington D.C., 2018

Dissertation Archives

Ph.D Dissertation: Bhowmik, T., "Econometric Frameworks for Multivariate Models: Application to Crash Frequency Analysis", University of Central Florida.

M.Sc Thesis: Bhowmik, T., "A Joint Econometric Approach for Modeling Crash Counts by Collision Types", University of Central Florida.

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