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 | 640 | 2020 |
Data-driven approach for evaluating the energy efficiency in multifamily residential buildings A Seyrfar, H Ataei, A Movahedi, S Derrible Practice periodical on structural design and construction 26 (2), 04020074, 2021 | 45 | 2021 |
Interrelationships between electricity, gas, and water consumption in large‐scale buildings A Movahedi, S Derrible Journal of Industrial Ecology, 2021 | 29* | 2021 |
An agent-based simulation model to evaluate the response to seismic retrofit promotion policies H Kashani, A Movahedi, MA Morshedi International journal of disaster risk reduction 33, 181-195, 2019 | 29 | 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 | 11 | 2023 |
Machine learning based tool for identifying errors in CAD to GIS converted data M Badhrudeen, N Naranjo, A Movahedi, S Derrible CIGOS 2019, Innovation for Sustainable Infrastructure, 1185-1190, 2020 | 10 | 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 | |
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 | 3 | |
Energy consumption prediction of residential buildings using machine learning: A study on energy benchmarking datasets of selected cities across the United States M Parvaneh, A Seyrfar, A Movahedi, H Ataei, K Le Nguyen, S Derrible CIGOS 2021, Emerging Technologies and Applications for Green Infrastructure …, 2022 | 2 | 2022 |
A machine learning framework to assess the impact of the COVID-19 pandemic on electricity consumption patterns A Rozhkov, A Movahedi, S Derrible Cities 143, 104639, 2023 | 1 | 2023 |
Residential Electricity Consumption Patterns and their Relationship to Commute Times by Mode J Acosta-Sequeda, H Palani, A Movahedi, A Karatas, S Derrible Findings, 2023 | | 2023 |
Interrelationships in Urban Infrastructure Use: Transport, Electricity, Water, and Gas A Movahedi University of Illinois at Chicago, 2022 | | 2022 |
Industrial Ecology RHW Boyer, AC Mellquist, M Williander, S Fallahi, T Nyström, M Linder, ... The Official Journal of the International Society for Industrial Ecology …, 2021 | | 2021 |
Identifying spatial patterns and profiles of electricity consumption in Chicago to develop tailored and actionable energy reduction policies A Movahedi, A Rozhkov, S Derrible, M Zellner Actionable Science for Urban Sustainability, 2020 | | 2020 |