Search Results - "Mohammadian, Abolfazl (Kouros)"

Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis by Parsa, Amir Bahador, Movahedi, Ali, Taghipour, Homa, Derrible, Sybil, Mohammadian, Abolfazl (Kouros)

“…•Develop an XGBoost model to detect accidents with detection rate of 79 %, and AUC of 89 %.•The developed model is robust and interpretable thanks to…”
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Perceived risk of using shared mobility services during the COVID-19 pandemic by Rahimi, Ehsan, Shabanpour, Ramin, Shamshiripour, Ali, (Kouros) Mohammadian, Abolfazl

“…•The pandemic provokes public fear, which may result in changes in travel behavior.•We analyzed people’s risk perception of using shared mobility in COVID-19…”
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How is COVID-19 reshaping activity-travel behavior? Evidence from a comprehensive survey in Chicago by Shamshiripour, Ali, Rahimi, Ehsan, Shabanpour, Ramin, Mohammadian, Abolfazl (Kouros)

“…The novel COVID-19 pandemic has caused upheaval around the world and has led to drastic changes in our daily routines. Long-established routines such as…”
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The potential stickiness of pandemic-induced behavior changes in the United States by Salon, Deborah, Conway, Matthew Wigginton, da Silva, Denise Capasso, Chauhan, Rishabh Singh, Derrible, Sybil, Mohammadian, Abolfazl (Kouros), Khoeini, Sara, Parker, Nathan, Mirtich, Laura, Shamshiripour, Ali, Rahimi, Ehsan, Pendyala, Ram M.

“…Human behavior is notoriously difficult to change, but a disruption of the magnitude of the COVID-19 pandemic has the potential to bring about long-term…”
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Activity planning processes in the Agent-based Dynamic Activity Planning and Travel Scheduling (ADAPTS) model by Auld, Joshua, Mohammadian, Abolfazl(Kouros)

“…► A framework for estimating the timing of activity planning decisions was developed. ► The model shows a positive relationship between planning effort and…”
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A behavioral housing search model: Two-stage hazard-based and multinomial logit approach to choice-set formation and location selection by Rashidi, Taha Hossein, Auld, Joshua, Mohammadian, Abolfazl (Kouros)

“…► A systematic choice set, if the logic behind its formation is valid, performs better than a random choice set. ► A behavioral choice set formation model can…”
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A database of travel-related behaviors and attitudes before, during, and after COVID-19 in the United States by Chauhan, Rishabh Singh, Bhagat-Conway, Matthew Wigginton, Capasso da Silva, Denise, Salon, Deborah, Shamshiripour, Ali, Rahimi, Ehsan, Khoeini, Sara, Mohammadian, Abolfazl (Kouros), Derrible, Sybil, Pendyala, Ram

“…The COVID-19 pandemic has impacted billions of people around the world. To capture some of these impacts in the United States, we are conducting a nationwide…”
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Behavioral Housing Search Choice Set Formation: A Spatial Hazard-based Screening Model by Rashidi, Taha H., Mohammadian, Abolfazl (Kouros)

“…The housing search process, a topic of interest to both practitioners and researchers, starts with an alternative formation and screening practice. Due to the…”
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Investigating the injury severity of single-vehicle truck crashes in a developing country by Rahimi, Ehsan, Shamshiripour, Ali, Samimi, Amir, Mohammadian, Abolfazl (Kouros)

“…•This study investigated the severity of single-vehicle truck crashes occurred in Iran.•This study highlighted the contextual differences in the severity of…”
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Real-time accident detection: Coping with imbalanced data by Parsa, Amir Bahador, Taghipour, Homa, Derrible, Sybil, Mohammadian, Abolfazl (Kouros)

“…•SMOTH performs well on accident/non-accident highly imbalanced data.•Abrupt change in speed is an important sign of accident occurrence.•Feature engineering…”
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Eliciting preferences for adoption of fully automated vehicles using best-worst analysis by Shabanpour, Ramin, Golshani, Nima, Shamshiripour, Ali, Mohammadian, Abolfazl (Kouros)

“…•A best-worst model is estimated to explore the role of AV attributes in customers’ adoption decision.•This model can differentiate between the direct impacts…”
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Electric vehicle supply equipment location and capacity allocation for fixed-route networks by Davatgari, Amir, Cokyasar, Taner, Subramanyam, Anirudh, Larson, Jeffrey, Mohammadian, Abolfazl (Kouros)

“…Electric vehicle (EV) supply equipment location and allocation (EVSELCA) problems for freight vehicles are becoming more important because of the trending…”
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Analysis of telecommuting behavior and impacts on travel demand and the environment by Shabanpour, Ramin, Golshani, Nima, Tayarani, Mohammad, Auld, Joshua, Mohammadian, Abolfazl (Kouros)

“…•An integrated framework is developed to estimate potential impacts of telecommuting.•A zero-inflated hierarchical ordered probit model is developed to…”
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Modeling electric vehicle adoption considering a latent travel pattern construct and charging infrastructure by Nazari, Fatemeh, Mohammadian, Abolfazl (Kouros), Stephens, Thomas

“…•Empirically analyzes revealed adoption behavior of electric vehicles (EVs).•Distinguishes between hybrid EV (HEV), plug-in HEV (PHEV), and battery EV…”
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Interrelationships between urban travel demand and electricity consumption: a deep learning approach by Movahedi, Ali, Parsa, Amir Bahador, Rozhkov, Anton, Lee, Dongwoo, Mohammadian, Abolfazl Kouros, Derrible, Sybil

“…The analysis of infrastructure use data in relation to other components of the infrastructure can help better understand the interrelationships between…”
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Investigating the influence of latent lifestyles on productive travels: Insights into designing autonomous transit system by Shamshiripour, Ali, Rahimi, Ehsan, (Kouros) Mohammadian, Abolfazl, Auld, Joshua

“…•We explored latent lifestyles underlying travel-based multitasking habits in transit.•Implications for fostering transit-oriented lifestyles in the future are…”
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Solving the Electric Vehicle Scheduling Problem at Large-Scale by Cokyasar, Taner, Verbas, Omer, Davatgari, Amir, Mohammadian, Abolfazl Kouros

“…Transit is the backbone of the transportation sector that not only reduces traffic congestion and environmental impact but also provides equity as an…”
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The COVID-19 pandemic and the future of telecommuting in the United States by Salon, Deborah, Mirtich, Laura, Bhagat-Conway, Matthew Wigginton, Costello, Adam, Rahimi, Ehsan, Mohammadian, Abolfazl (Kouros), Chauhan, Rishabh Singh, Derrible, Sybil, da Silva Baker, Denise, Pendyala, Ram M.

“…This study focuses on an important transport-related long-term effect of the COVID-19 pandemic in the United States: an increase in telecommuting. Analyzing a…”
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A dynamic approach to predict travel time in real time using data driven techniques and comprehensive data sources by Taghipour, Homa, Parsa, Amir Bahador, Mohammadian, Abolfazl (Kouros)

“…•Dynamic travel time prediction improves the snapshot prediction accuracy by 4%.•Integration of data driven techniques and comprehensive data sources improves…”
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Introducing CRISTAL: A model of collaborative, informed, strategic trade agents with logistics by Stinson, Monique, Mohammadian, Abolfazl (Kouros)

“…•The agent-based freight modeling CRISTAL architecture is developed.•The framework integrates strategy, strategic decisions, and strategic alignment.•Agent…”
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