Mahdieh Allahviranloo
Assistant Professor
Areas of Expertise/Research
- Large Scale Optimization Algorithms
- Mobility Pattern Recognition
- Network Modeling
- Travel Behavior Analysis
- Travel Demand Modeling
Building
Steinman Hall
Office
134
Fax
212-650-8516
Mahdieh Allahviranloo
Profile
Assistant Professor at the Department of Civil Engineering, the City College of New York, CUNY, with special focus on Transportation systems.
My research is focused on travel behavior analysis, activity pattern recognition, urban forms and its impacts on travelers' choices, transportation networks modeling, and system resiliency analysis. I integrate different techniques of data mining, statistical analysis, and optimization models to study the movement of individuals in urban areas. Currently, I am studying the impacts of such disruptive transportation modes as collaborative logistics, shared ownerships, and shared-mobility on travel behavior, and consequently on shaping future urban areas.
Education
I have a Ph.D. in Civil Engineering from the University of California Irvine, Master of Science Degree in Transportation Engineering from Iran University of Science and Technology and a Bachelor of Science degree in Civil Engineering from the Sharif University of Technology.
Courses Taught
CE326: Tranportation Planning
CE327:Tranportation Systems Engineering
CE5200:Traffic Engineering
G4900:Tranportation Network Analysis
I2000: Travel Demand Analysis
H2000: Traffic Engineering (graduate level)
Research Interest
List of some funded projects:
- Development of an Online Platform to Simulate Trading Behavior of Participants in Shared Autonomous Vehicle System
- Social capitals measured by mobility behavior and urban dynamics
- Shared Life Tracks Mobile Application: Tracking Lifestyle of the Population
- Introducing New Measures of Segregation: Space-Time-Activity Prisms and Time-Dependent Neighborhoods
- Towards a Big Data Platform for Interactive Analysis of Urban Data Sets
- Activity-Based Approach for the Design of Sustainable Area and Cordon Pricing Schemes.
- Crowdshipping: Evaluating its Impacts on Travel Behavior.
- Development of an Agent-Based Simulation Package to Assess the Demand for Transportation in the Era of Shared Logistic Platforms:
- Calibrating Trip Distribution and Mode Choice Models - The Fourth Regional Plan for The New York-New Jersey and Connecticut Metropolitan Area
- An Agent-Based Disaster Response Inference Model for Assessment of Transportation Risk under Extreme Events:
- Generating Multidimensional Disruption Index for Mobility during Extreme Climate Events:
Publications
Journal:
Allahviranloo, M., Bonet.T, Diez, J., Introducing Shared Life Experience Metric in Urban Planning. Transportation, 2020.
Rodriquez, D., Allahviranloo, M., Designing Area Pricing Schemes to Minimize Travel Disutility and Population Exposure to Pollutants. Transportation Research Part D, 2019.
Allahviranloo, M., Aissaoui L., A Comparison on Time-Use Behavior in Metropolitans Using Pattern Recognition Techniques, Transportation Research Part A, 2019.
Allahviranloo, M., Baghestani,.A., A Real-Time Crowdshipping Model and Daily Travel Behavior, Transportation Research Part E, 2019.
Allahviranloo, M., Chow J., A fractionally owned autonomous vehicle fleet sizing problem with time slot demand substitution effects, Transportation Research Part C, 2019.
Najafabadi, Sh., Hamidi, A., Allahviranloo, M. , Devineni N., Does Demand for Subway Ridership in Manhattan Depend on the Rainfall Events?, Transportation Policy, 2019.
Allahviranloo, M., Le Priol E., Mobility pattern recognition method: segmentation and geographic projection, IEEE: Transactions on Intelligent Transportation Systems, 2019.
Najafabadi Sh., Allahviranloo, M., Inference of Pattern Variation of Taxi Ridership Using Deep Learning Methods: Case Study of New York City, ASCE International Conference on Transportation & Development (ICTD 2018) , 2018.
Allahviranloo, M., Axhausen K., An Optimization Model to Measure Utility of Joint and Solo Activies, Transportation Research Part B, 2018.
Zellou M., Allahviranloo, M., A Probabilistic Fleet Sizing and Routing Problem to Minimize Mobility Disparities, Transportation Research Record,2018.
Allahviranloo, M., Chastanet.L Rehmann.J, Mobility Knowledge Discovery to Generate Activity Pattern Trajectories, IEEE: Transactions on Intelligent Transportation Systems, 2018.
Allahviranloo, M., Le Priol E., Methodology on Quantifying Spatial-Temporal Disparities in Travel Behavior of Mobility-Impaired Travelers with Non-Disabled Travelers: Case Studies of London and New York, Journal of Transport and Health, 2017.
D. Rodriguez Roman, Allahviranloo, M., Activity-Based Approach for the Design of Sustainable Area and Cordon Pricing Schemes, Journal of Transport and Health, 2017.
Allahviranloo, M., Regue R., Recker.W.W., Modeling the Activity Profiles of a Population, Transpometrica B: Transport Dynamics , 2016.
Allahviranloo, M., Recker.W.W., Timmermans. H.J.P., Tradeoffs among Planned vs Performed Activity Patterns, Transpometrica B: Transport Dynamics, 2016.
Allahviranloo, M., Recker.W.W., Identifying Core vs. Non-Core Activities of Household Members, Journal of Fuzzy Set Valued Analysis, 2016.
Allahviranloo, M., Recker.W.W., Mining Activity Pattern Trajectories and Allocating Activities in the Network, Transportation, 2015.
Allahviranloo, M., Recker.W.W., Daily Activity Pattern Recognition by Using Support Vector Machines with Multiple Classes, Transportation Research Part B, 2013.
Allahviranloo, M., Chow.J, Recker.W.W., Selective Vehicle Routing Problems under Uncertainty without Recourse, Transportation Research Part E, 2013.
Allahviranloo, M., A Mixed Integer Programming Model for Port Anzali, International Journal of Human and Social Sciences, 2010.
Allahviranloo, M., Afandizadeh.Sh., Investment Optimization on Port's Development by Fuzzy Integer Programming, European Journal of Operations Research 2008.
Conference:
Allahviranloo, M., Bouyeure, C., Online Platform for Matching and Trading Shares of Autonomous Vehicles.99th Annual Meeting of Transportation Research Board, 2020.
Allahviranloo,M. , Bonet, T.Diez,J., Embedding Shared Life Experience Metric in Urban Design Framework, 98th Annual Meeting of Transportation Research Board, 2019.
Najafabadi Sh., Allahviranloo.M, Baghestani,.A., Integrated Approach For City Logistics: A Dynamic Taxi Crowdshipping Model, 98th Annual Meeting of Transportation Research Board, 2019.
Najafabadi Sh., Allahviranloo, M., Economic Benefits Of An Innovative City Logistics Approach: Case Study Of New York, 98th Annual Meeting of Transportation Research Board, 2019.
Amir J., Diaz J., Allahviranloo, M., Shared Life Tracks Mobile Application: Tracking Lifestyle of the Population, 97th Annual Meeting of Transportation Research Board, 2018.
Allahviranloo, M., A Probabilistic Model of Shared Transportation Service Addressing Accessibility Inequities, International Federation of Operational Reasearch Societies, Quebec City Canada, 2017.
Allahviranloo, M., Le Priol E., Methodology on Quantifying Spatial-Temporal Disparities in Travel Behavior of Mobility-Impaired Travelers with Non-Disabled Travelers: Case Studies of London and New York, International Conference on Transport and Health (ICTH), Barecelona, Spain, 2017.
D. Rodriguez Roman, Allahviranloo, M., Activity-Based Approach for the Design of Sustainable Area and Cordon Pricing Schemes, International Conference on Transport and Health (ICTH), Barecelona, Spain (Winner of the Best Paper Award in Post-Doctoral/Early Career Category), 2017.
Yana Kucheva, Allahviranloo, M., Introducing New Measures of Segregation: Space-Time-Activity Prisms and Time-Dependent Neighborhoods, Population Association of America , 2017.
Le Priol E., Allahviranloo, M., Measuring Disparity between Spatial -Temporal Activity Patterns of Physically Impaired Travelers and Non-disabled Travelers, 96th Annual Meeting of Transportation Research Board , 2017.
Allahviranloo, M., Axhausen K., Estimation of Utility Distribution Parameters for Joint and Solo Activities, 96th Annual Meeting of Transportation Research Board , 2017.
Allahviranloo, M., Najafabadi Sh., Modeling Dynamics of Crowdshipping and Activity Participation Behavior, 96th Annual Meeting of Transportation Research Board , 2017.
Najafabadi Sh., Hamidi A., Devineni. N., Allahviranloo, M., Quantifying the Impacts of Rainfall on Subway Ridership in Manhattan, Informs Annual Meeting Nashville, 2016.
Allahviranloo, M., Chow. Joseph, Fleet Sizing for Fractional Ownership of Autonomous Vehicles, TRISTAN IX Symposium , 2016.
Allahviranloo, M., Pattern Recognition and Personal Travel Behavior, submitted to 95th Annual Meeting of Transportation Research Board , 2016.
Allahviranloo, M., Aissaoui L., A Comparison on Time-Use Behavior in Metropolitans Using Activity Pattern Segmentation Techniques, submitted to 95th Annual Meeting of Transportation Research Board, 2016.
Allahviranloo, M., Inferring Activity Scheduling Behavior of Individuals, 14th International Conference on Travel Behavior Research London, 2015.
Regue R, Allahviranloo, M., Recker.W.W., Understanding Household Priorities when Scheduling Activities, 94th Annual Meeting of Transportation Research Board Washington D.C. , 2015.
Allahviranloo, M., Recker.W.W., Mining Pattern Trajectories Using Passive Data, 94th Annual Meeting of Transportation Research Board Washington D.C., 2015.
Allahviranloo, M., Recker.W.W., A Multivariate Probit Model of Activity Participation Behavior, 93rd Annual Meeting of Transportation Research Board Washington D.C. , 2014.
Allahviranloo, M., Regue R, Recker.W.W., Pattern Clustering and Activity Inference, 93rd Annual Meeting of Transportation Research Board Washington D.C. , 2014.
Allahviranloo, M., Recker.W.W., Data Mining Inference of Activity Pattern Trajectories Using Passive Data, Informs Annual Meeting San Francisco , 2014.
Allahviranloo, M., Recker.W.W., Daily Activity Pattern Recognition by Using Support Vector Machines with Multiple Classes, 92nd Annual Meeting of Transportation Research Board Washington D.C. , 2013.
Allahviranloo, M., Jeliazkov.I, Bayesian Analysis of Activity Participation Behavior, 92nd Annual Meeting of Transportation Research Board Washington D.C. , 2013.
Allahviranloo, M., Recker.W.W., Modeling Uncertainty in Household’s Activity Engagement Decisions, 92nd Annual Meeting of Transportation Research Board Washington D.C. , 2013.
Allahviranloo, M., Chow.J, Recker.W.W. Selective Vehicle Routing Problems under Uncertainty without Recourse, Informs Annual Meeting Phoenix , 2012.
Allahviranloo, M., McNally.M, Integrating a Basic Land-Use Model with a Travel Forecasting Model with Feedback, University of California Transportation Center Conference, 2012.