| Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis AB Parsa, A Movahedi, H Taghipour, S Derrible, AK Mohammadian Accident Analysis & Prevention 136, 105405, 2020 | 730 | 2020 |
| Real-time accident detection: Coping with imbalanced data AB Parsa, H Taghipour, S Derrible, AK Mohammadian Accident Analysis & Prevention 129, 202-210, 2019 | 185 | 2019 |
| A Data-Driven Approach to Characterize the Impact of Connected and Autonomous Vehicles on Traffic Flow AB Parsa, R Shabanpour, A Mohammadian, J Auld, T Stephens Transportation Letters-The International Journal of Transportation Research, 2020 | 44 | 2020 |
| A dynamic approach to predict travel time in real time using data driven techniques and comprehensive data sources H Taghipour, AB Parsa, AK Mohammadian Transportation Engineering 2, 100025, 2020 | 26 | 2020 |
| Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data AB Parsa, RS Chauhan, H Taghipour, S Derrible, AK Mohammadian arXiv, 2019 | 26 | 2019 |
| A novel deep ensemble based approach to detect crashes using sequential traffic data H Taghipour, AB Parsa, RS Chauhan, S Derrible, AK Mohammadian IATSS research 46 (1), 122-129, 2022 | 16 | 2022 |
| Does security of neighborhoods affect non-mandatory trips? a copula-based joint multinomial-ordinal model of mode and trip distance choices AB Parsa, K Kamal, H Taghipour, AK Mohammadian Transportation Research Board 98th Annual MeetingTransportation Research Board, 2019 | 14 | 2019 |
| Interrelationships between urban travel demand and electricity consumption: a deep learning approach A Movahedi, AB Parsa, A Rozhkov, D Lee, AK Mohammadian, S Derrible Scientific Reports 13 (1), 6223, 2023 | 12 | 2023 |
| Survival analysis for motorcycle usage time in work-tours AB Parsa, A Bakhtiari, M Habibian, AK Mohammadian International journal of transportation science and technology 9 (4), 355-365, 2020 | 12 | 2020 |
| A deep-learning based optimization approach to address stop-skipping strategy in urban rail transit lines M Javadinasr, A Mohammadian, A Parsa International Conference on Transportation and Development 2022, 165-176, 2022 | 9 | 2022 |
| Understanding Motorcyclists' Behavior Toward TDM Policies in Work Tours AB Parsa, M Habibian Transportation Research Board 96th Annual MeetingTransportation Research Board, 2017 | 8 | 2017 |
| A.(. K.). Mohammadian,“Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis,” AB Parsa, A Movahedi, H Taghipour, S Derrible Accident Analysis & Prevention 136, 0 | 7 | |
| Smart mobility. connected and automated vehicles capstone report E Rask, J Auld, B Bush, Y Chen, V Freyermuth, D Gohlke, J Gonder, ... Lawrence Berkeley National Lab.(LBNL), Berkeley, CA (United States); Argonne …, 2020 | 6 | 2020 |
| Pavement condition and traffic safety: a comprehensive review of the literature A Parsa Illinois Asphalt Pavement Association, 2020 | 6 | 2020 |
| A.(Kouros) Mohammadian,“Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis,” AB Parsa, A Movahedi, H Taghipour, S Derrible Accid. Anal. Prev 136, 105405, 0 | 6 | |
| Application of machine learning techniques in short-term travel time prediction using multiple data sources. engrxiv. org H Taghipour, AB Parsa, AK Mohammadian | 2 | 2020 |
| Derrible Sybil, Mohammadian Abolfazl (Kouros) PA Bahador, M Ali, T Homa Toward Safer Highways, Application of XGBoost and SHAP for RealTime Accident …, 2020 | 2 | 2020 |
| Motorcycle Usage Time and Tour Type: Accelerated Failure Time Approach AB Parsa, A Bakhtiari, M Habibian, K Mohammadian 98th Annual Meeting of the Transportation Research Board, 2019 | 2 | 2019 |
| Route choice behavior analysis: An activity-based simulation perspective A Shamshiripour, AB Parsa, H Taghipour, A Nafakh, AK Mohammadian Transportation Research Board 98th Annual MeetingTransportation Research Board, 2019 | 1 | 2019 |
| Traffic Modeling and Management, Innovative Data and Methods AB Parsa University of Illinois at Chicago, 2022 | | 2022 |
Abolfazl (Kouros) MohammadianProfessor, Department of Civil, Materials, and Environmental Eng., University of Illinois ChicagoVerified email at uic.edu