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S. Derrible · SciRah

Researcher profile · Semantic Scholar

S. Derrible

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S. Derrible — researcher profile on SciRah

h-index: 39
Works: 169
Citations: 6,192

Most-cited papers

Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis.
A. Parsa, A. Movahedi, Homa Taghipour, S. Derrible +1 more
2019Accident Analysis and Prevention997 citations Open access
Semantic Scholar
Real-time accident detection: Coping with imbalanced data.
A. Parsa, Homa Taghipour, S. Derrible, A. Mohammadian
2019Accident Analysis and Prevention171 citations Open access
Semantic Scholar
Urban Metabolism
S. Derrible, L. Cheah, Mohit Arora, Lih Wei Yeow
2021Urban Informatics134 citations
Semantic Scholar
Navigating Urban Complexity: The Transformative Role of Digital Twins in Smart City Development
Dechen Peldo, S. Banihashemi, Khuong LeNguyen, S. Derrible
2024Sustainable cities and society115 citations Open access
Semantic Scholar
The Long-Term effects of COVID-19 on travel behavior in the United States: A panel study on work from home, mode choice, online shopping, and air travel
Mohammadjavad Javadinasr, T. Magassy, E. Rahimi, M. Mohammadi +8 more
2021Transportation Research Part F: Traffic Psychology and Behaviour115 citations Open access
Semantic Scholar
Modeling travel mode and timing decisions: Comparison of artificial neural networks and copula-based joint model
Nima Golshani, Ramin Shabanpour, Seyed Mehdi Mahmoudifard, S. Derrible +1 more
2018115 citations
Semantic Scholar
The potential stickiness of pandemic-induced behavior changes in the United States
D. Salon, Matthew Wigginton Conway, Denise Capasso da Silva, R. Chauhan +8 more
2021Proceedings of the National Academy of Sciences of the United States of America110 citations Open access
Semantic Scholar
The state of carbon footprint calculators: An evaluation of calculator design and user interaction features
John Mulrow, K. Machaj, Joshua Deanes, S. Derrible
2019Sustainable Production and Consumption106 citations Open access
Semantic Scholar
The role of travel demand and network centrality on the connectivity and resilience of an urban street system
M. Akbarzadeh, Soroush Memarmontazerin, S. Derrible, Sayed Farzin Salehi Reihani
2019100 citations
Semantic Scholar
Machine learning model to predict welding quality using air-coupled acoustic emission and weld inputs
Kaiser Asif, Lu Zhang, S. Derrible, J. Ernesto Indacochea +2 more
2020Journal of Intelligent Manufacturing90 citations
Semantic Scholar
Development of an AI Model to Measure Traffic Air Pollution from Multisensor and Weather Data
H. Ly, Lư Minh Lê, Luong Van Phi, Viet-Hung Phan +4 more
2019Italian National Conference on Sensors85 citations Open access
Semantic Scholar
Examining the persistence of telecommuting after the COVID-19 pandemic
M. Mohammadi, Ehsan Rahimi, Amir Davatgari, Mohammadjavad Javadinasr +6 more
2022Transportation letters72 citations Open access
Semantic Scholar
A gradient boosting approach to understanding airport runway and taxiway pavement deterioration
Limon Barua, Bo Zou, Mohamadhossein Noruzoliaee, S. Derrible
2020International Journal of Pavement Engineering53 citations
Semantic Scholar
Attitudes on Autonomous Vehicle Adoption using Interpretable Gradient Boosting Machine
Dongwoo Lee, John Mulrow, Chana Joanne Haboucha, S. Derrible +1 more
2019Transportation Research Record49 citations
Semantic Scholar
The COVID-19 pandemic and the future of telecommuting in the United States
D. Salon, Laura Mirtich, M. Bhagat-Conway, Adam M. Costello +6 more
2022Transportation Research Part D: Transport and Environment48 citations Open access
Semantic Scholar
Regional and global hotspots of arsenic contamination of topsoil identified by deep learning
Mengting Wu, Chongchong Qi, S. Derrible, Yosoon Choi +2 more
2024Communications Earth & Environment46 citations Open access
Semantic Scholar
COVID-19 related Attitudes and Risk Perceptions across Urban, Rural, and Suburban Areas in the United States
R. Chauhan, Denise Capasso da Silva, D. Salon, Ali Shamshiripour +6 more
2021Findings46 citations Open access
Semantic Scholar
The Plant—An experiment in urban food sustainability
E. Chancé, W. Ashton, J. Pereira, John Mulrow +3 more
201846 citations Open access
Semantic Scholar
A database of travel-related behaviors and attitudes before, during, and after COVID-19 in the United States
R. Chauhan, M. Bhagat-Conway, Denise Capasso da Silva, D. Salon +6 more
2021Scientific Data44 citations Open access
Semantic Scholar
Data-Driven Approach for Evaluating the Energy Efficiency in Multifamily Residential Buildings
Abolfazl Seyrfar, H. Ataei, A. Movahedi, S. Derrible
202142 citations
Semantic Scholar
An approach to designing sustainable urban infrastructure
S. Derrible
201942 citations Open access
Semantic Scholar
Assessing water circularity in cities: Methodological framework with a case study
M. Arora, Lih Wei Yeow, L. Cheah, S. Derrible
2022Resources, Conservation and Recycling41 citations Open access
Semantic Scholar
Historical patterns and sustainability implications of worldwide bicycle ownership and use
Wu Chen, T. A. Carstensen, Ranran Wang, S. Derrible +3 more
2022Communications Earth & Environment37 citations Open access
Semantic Scholar
Depopulation and associated challenges for US cities by 2100
Uttara Sutradhar, L. Spearing, S. Derrible
2024Nature Cities34 citations Open access
Semantic Scholar
Real-Time Passenger Train Delay Prediction Using Machine Learning: A Case Study With Amtrak Passenger Train Routes
Pipatphon Lapamonpinyo, S. Derrible, F. Corman
2022IEEE Open Journal of Intelligent Transportation Systems34 citations Open access
Semantic Scholar
Predicting Residential Water Demand with Machine-Based Statistical Learning
Dongwoo Lee, S. Derrible
202033 citations
Semantic Scholar
Determining causality in travel mode choice
R. Chauhan, Christoffer Riis, Shishir Adhikari, S. Derrible +3 more
2022Travel Behaviour & Society30 citations Open access
Semantic Scholar
Machine Learning Prediction of TiO2-Coating Wettability Tuned via UV Exposure.
Mohamad Jafari Gukeh, Shashwata Moitra, A. Ibrahim, S. Derrible +1 more
2021ACS Applied Materials and Interfaces30 citations
Semantic Scholar
The role of socio-demographic and economic characteristics on energy-related occupant behavior
Hevar Palani, Juan G. Acosta, Aslihan Karatas, S. Derrible
2023Journal of Building Engineering27 citations
Semantic Scholar
A text mining analysis of the climate change literature in industrial ecology
F. R. Dayeen, Abhinav S. Sharma, S. Derrible
2020Journal of Industrial Ecology27 citations
Semantic Scholar
A Geometric Classification of World Urban Road Networks
Mohamed Badhrudeen, S. Derrible, T. Verma, A. Kermanshah +1 more
2022Urban Science26 citations Open access
Semantic Scholar
Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data
A. Parsa, R. Chauhan, Homa Taghipour, S. Derrible +1 more
2019arXiv.org26 citations
Semantic Scholar
Three research priorities for just and sustainable urban systems: Now is the time to refocus
J. Bozeman, S. Chopra, P. James, Sajjad Muhammad +9 more
2022Journal of Industrial Ecology24 citations Open access
Semantic Scholar
Interdependencies between Urban Transport, Water, and Solid Waste Infrastructure Systems
P. Jayasinghe, S. Derrible, L. Kattan
2023Infrastructures22 citations Open access
Semantic Scholar
Interrelationships between electricity, gas, and water consumption in large‐scale buildings
A. Movahedi, S. Derrible
2021Journal of Industrial Ecology22 citations
Semantic Scholar
Seven Approaches to Manage Complex Coupled Human and Natural Systems: A Sustainability Toolbox.
Zhongming Lu, Osvaldo A. Broesicke, Michael E. Chang, Junchen Yan +5 more
2019Environmental Science and Technology22 citations Open access
Semantic Scholar
Interrelationships between urban travel demand and electricity consumption: a deep learning approach
A. Movahedi, A. Parsa, A. Rozhkov, Dongwoo Lee +2 more
2023Scientific Reports20 citations Open access
Semantic Scholar
A novel deep ensemble based approach to detect crashes using sequential traffic data
Homa Taghipour, A. Parsa, R. Chauhan, S. Derrible +1 more
2021IATSS Research20 citations Open access
Semantic Scholar
Evaluating generalized feature importance via performance assessment of machine learning models for predicting elastic properties of materials
Suvo Banik, Karthik Balasubramanian, Sukriti Manna, S. Derrible +1 more
2024Computational materials science19 citations Open access
Semantic Scholar
Advanced transport systems: the future is sustainable and technology-enabled
Yue Cao, S. Derrible, M. Le Pira, Hai-Ping Du
2024Scientific Reports18 citations Open access
Semantic Scholar
A network-based frequency analysis of Inclusive Wealth to track sustainable development in world countries.
Nasir Ahmad, S. Derrible, Shunsuke Managi
2018Journal of Environmental Management18 citations Open access
Semantic Scholar
Evolution of Mode Use During the COVID-19 Pandemic in the United States: Implications for the Future of Transit
T. Magassy, I. Batur, Aupal Mondal, Katie Asmussen +8 more
2023Transportation Research Record17 citations Open access
Semantic Scholar
Modeling the Effectiveness of Infrastructure and Travel Demand Management Measures to Improve Traffic Congestion during Typhoons
W. Wisetjindawat, S. Derrible, A. Kermanshah
2018Transportation Research Record16 citations
Semantic Scholar
Causation versus prediction in travel mode choice modeling
R. Chauhan, Uttara Sutradhar, Anton Rozhkov, S. Derrible
2025npj Sustainable Mobility and Transport15 citations Open access
Semantic Scholar
Analyzing travel behavior in Hanoi using Support Vector Machine
Thi My Dung Truong, H. Ly, Dongwoo Lee, B. Pham +1 more
2021Transportation planning and technology (Print)15 citations Open access
Semantic Scholar
How are Attitudes Toward COVID-19 Associated with Traveler Behavior During the Pandemic?
Denise Capasso da Silva, Sara Khoeini, D. Salon, Matthew Wigginton Conway +7 more
2021Findings14 citations Open access
Semantic Scholar
Is slower more sustainable? The role of speed in achieving environmental goals
John Mulrow, S. Derrible
202014 citations
Semantic Scholar
How Stable Are Transport-Related Attitudes over Time?
Laura Mirtich, Matthew Wigginton Conway, D. Salon, P. Kedron +6 more
2021Findings12 citations Open access
Semantic Scholar
Interrelated Patterns of Electricity, Gas, and Water Consumption in Large-Scale Buildings
A. Movahedi, S. Derrible
202012 citations Open access
Semantic Scholar
Exploring machine learning models to predict atmospheric water harvesting with an ion deposition membrane
Giulio Barletta, Shashwata Moitra, S. Derrible, A. Mathew +2 more
2025Journal of Water Process Engineering11 citations Open access
Semantic Scholar

Frequent co-authors

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