Journal Publications

• A. Jahangiri, S. Ghanipoor Machiani, V. Balali (2017), "Big Data Exploration to Examine Aggressive Driving Behavior." Data Analytics Applications for Smart Cities (under review)
• S. Ghanipoor Machiani, A. Jahangiri, A. Ahmadi (2017), "Crash Severity Classification for Rear-end Crashes in California using Machine Learning Techniques." Journal of Transportation Safety & Security (under review)
• S. Ghanipoor Machiani, A. Jahangiri, C. Belt, V. Berardi, V. Balali (2017), "Employing Real Field Connected Vehicle Data for Driver Risky Behavior Prediction to Enhance Curve Speed Warning Systems." Journal of Intelligent Transportation Systems (under review)
• A. Jahangiri, V. Berardi, S. Ghanipoor Machiani (2017), "Application of Real Field Connected Vehicle Data for Aggressive Driving Identification on Horizontal Curves." IEEE Transactions on Intelligent Transportation Systems (accepted)
• V. Berardi, R. Carretero-Gonzalez, N. Klepeis, J. Bellettiere, S. Ghanipoor Machiani, A. Jahangiri, and M. Hovell (2017), "Computational Model for Behavior Shaping as an Adaptive Health Intervention Strategy." Translational Behavioral Medicine. (accepted)
• V. Balali, A. Jahangiri, and S. Ghanipoor Machiani (2017), "Multi-Class US Traffic Signs 3D Recognition and Localization via Image-based Point Cloud Model using Color Candidate Extraction and Texture-based Recognition." Journal of Advanced Engineering Informatics. Vol. 32, pp. 263-274.
• A. Jahangiri, H. Rakha, T. A. Dingus (2016), "Red-Light Running Violation Prediction using Observational and Simulator Data." Accident Analysis & Prevention, Vol. 96, pp. 316-328, ISSN 0001-4575.
• S. Ghanipoor Machiani, A. Jahangiri, A. Ahmadi (2016), "A Network-Wide Bilevel Optimization-Simulation Approach for Variable Speed Limit Systems to Improve Travel Time Reliability." ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, American Society of Civil Engineers.
• M. Elhenawy, A. Jahangiri, H. Rakha, I. El-Shawarby (2015), "Modeling Driver Stop/Run Behavior at the Onset of a Yellow Indication Considering Driver Run Tendency and Roadway Surface Conditions." Accident Analysis & Prevention, Vol. 83, pp. 90-100, ISSN 0001-4575.
• A. Jahangiri, H. Rakha (2015), "Applying Machine Learning Techniques to Transportation Mode Recognition using Mobile Phone Sensor Data." IEEE Transactions on Intelligent Transportation Systems, Vol. 16(5), pp. 2406-2417.
• A. Jahangiri, P. Murray-Tuite, S. Ghanipoor Machiani, B. Park, B. Wolshon (2014), "Modeling and Assessing Crossing Elimination for No-Notice Evacuations." Transportation Research Record, 2459, pp. 91-100.
• S. Ghanipoor Machiani, P. Murray-Tuite, A. Jahangiri, S. Liu, B. Park, Y. -C. Chiu, and B. Wolshon (2013), "No-Notice Evacuation Management: Ramp Closures under Varying Budgets and Demand Scenarios." Transportation Research Record, 2376, pp. 27-37.
• S. Afandizadeh, A. Jahangiri, and N. Kalantari (2013), "Identifying the optimal configuration of one-way and two-way streets for contraflow operation during an emergency evacuation." Natural Hazards, Vol. 69(3), pp. 1315-1334.
• A. Jahangiri, S. Afandizadeh, and N. Kalantari (2011), "The optimization of traffic signal timing for emergency evacuation using the simulated annealing algorithm." Transport, Vol. 26(2), pp. 133-140.

Peer-reviewed Conference Publications

• C. Zhang, A. Jahangiri (2017) "A Vision-based Monitoring System for Automated Collection of Pedestrian and Bicyclist Volume." (in preparation)
• S. Ghanipoor Machiani, A. Jahangiri, V. Balali, C. Belt (2017) "Predicting Driver Risky Behavior for Curve Speed Warning Systems Using Real Field Connected-Vehicle Data." 96th Transportation Research Board Annual Meeting, Washington, DC, USA.
• M. Elhenawy, A. Jahangiri and H. Rakha (2016), "Smartphone Transportation Mode Recognition using a Hierarchical Machine Learning Classifier." 23rd World Congress on Intelligent Transport Systems, Melbourne, Australia.
• A. Jahangiri, M. Elhenawy, H. Rakha, T. A. Dingus (2016), "Investigating cyclist violations at signal-controlled intersections using naturalistic cycling data." Intelligent Transportation Systems (ITSC), IEEE 19th International Conference, Rio de Janeiro, Brazil.
• M. Elhenawy, A. Jahangiri, H. Rakha, and I. El-Shawarby (2016), "Classification of Driver Stop/Run Behavior at the Onset of a Yellow Indication for Different Vehicle Types and Roadway Surface Conditions using Historical Behavior." 95th Transportation Research Board Annual Meeting, Washington, DC, USA.
• M. Palmer, R. B. Gibbons, A. Jahangiri (2016), "On-Demand Roadway-Lighting System Effect on Visual Performance and Public Impressions." 95th Transportation Research Board Annual Meeting, Washington, DC, USA.
• A. Jahangiri, H. Rakha, T. A. Dingus (2015), "Predicting Red-light Running Violations at Signalized Intersections using Machine Learning Techniques." 94th Transportation Research Board Annual Meeting, Washington, DC, USA.
• A. Jahangiri, H. Rakha (2015), "Distributed Learning: An Application to Transportation Mode Identification." 94th Transportation Research Board Annual Meeting, Washington, DC, USA.
• M. Palmer, R. B. Gibbons, A. Jahangiri (2015), "An Experimental On-Demand Roadway Lighting System." 94th Transportation Research Board Annual Meeting, Washington, DC, USA.
• A. Jahangiri, H. Rakha, and T. Dingus (2015), "Adopting Machine Learning Methods to Predict Red-light Running Violations." IEEE 18th International Conference on Intelligent Transportation Systems, Las Palmas de Gran Canaria, Spain.
• A. Jahangiri, H. Rakha, and T. Dingus (2015), "Developing a System Architecture for Cyclist Violation Prediction Models Incorporating Naturalistic Cycling Data." 6th International Conference on Applied Human Factors and Ergonomics (AHFE), Las Vegas, NV, USA.
• A. Jahangiri (2015), "Safety Assessment at Signalized Intersections: Investigating Individuals' Violation Behavior." Doctoral Student Research in Transportation Operations and Traffic Control, 94th Transportation Research Board Annual Meeting, Washington, DC, USA.
• A. Jahangiri, and H. Rakha (2014), "Developing a Support Vector Machine Classifier for Transportation Mode Identification by Using Mobile Phone Sensor Data." 93rd Transportation Research Board Annual Meeting, Washington, DC, USA.
• A. Jahangiri, H. Rakha (2014), "Transportation Mode Recognition using Smartphone Sensor Data." DriveSense'14: NSF Workshop on Large-Scale Traffic and Driving Activity Data, Old Dominion University, Norfolk, VA, USA.
• A. Jahangiri, H. Rakha (2014), "Utilization of Smartphone Sensor Data to Develop Detection and Prevention Models in Transportation." 4th Annual CEE Student Research Day Poster Session, Virginia Tech, Blacksburg, VA, USA.
• S. Ghanipoor Machiani, P. Murray-Tuite, A. Jahangiri, W. Yin, S. Liu, B. Park, Y. -C. Chiu (2012), "Modeling Ramp Closure as a Strategy to Reduce Evacuee Travel Time." The 2nd international Conference on Evacuation Modeling and Management (ICEM), Chicago, IL, USA.
• S. Afandizadeh, A. Jahangiri, and N. Kalantari. (2009), "Determination of the optimal network configuration for emergency evacuation by simulated annealing algorithm." 2nd WSEAS International Conference on Natural Hazards (NAHA'09), Baltimore, USA.

Reports

• M. Elhenawy, A. Jahangiri and H. Rakha (2016), "Bicycle Naturalistic Data Collection." Connected Vehicle/Infrastructure University Transportation Center (CVI-UTC), US Department of Transportation.
• R. B. Gibbons, M. E. Palmer, C. Connell, A. Jahangiri (2016), "Connected Vehicle Applications for Adaptive Overhead Lighting (On-demand Lighting)." Connected Vehicle/Infrastructure University Transportation Center (CVI-UTC), US Department of Transportation.
• R. B. Gibbons, M. E. Palmer, C. Connell, A. Jahangiri, P. Lutkevich, J. Weaver, J. Berg, J. Karlsson, D. Slocum (2015), "Airport Parking Garage Lighting Solutions." ACRP Report, Transportation Research Board.
• P. M. Murray-Tuite, B. Park, K. Hancock, E. Nava, S. Ghanipoor Machiani, A. Jahangiri, S. Liu, W. Yin, T. Jones, J. Lee, J. So, B. Wolshon, and Y.-C. Chiu (2012), "Evacuation Transportation Analysis for the Northern Virginia Region." Virginia Center for Transportation Innovation and Research, Virginia Department of Transportation, Virginia Department of Emergency Management.