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Mahdi Aghaabbasi · Study
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Author
Mahdi Aghaabbasi
13 works
· latest 2024
· 5 institutions
cluster: provisional
ORCID 0000-0003-2874-5429
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12
Citations
480
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Most cited in this library
Evaluating the capability of walkability audit tools for assessing sidewalks
2017 · 109 citations
On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice
2023 · 94 citations
Machine learning techniques for evaluating the nonlinear link between built-environment characteristics and travel behaviors: A systematic review
2023 · 65 citations
Approaching Sustainable Bike-Sharing Development: A Systematic Review of the Influence of Built Environment Features on Bike-Sharing Ridership
2022 · 42 citations
Exploring effective micro-level items for evaluating inclusive walking facilities on urban streets (applied in Johor Bahru, Malaysia)
2019 · 37 citations
Works
13 shown
Potentials of digital twin system for analyzing travel behavior decisions
Travel Behaviour and Society
·
2024
·
2 authors
31
citations
Machine learning techniques for evaluating the nonlinear link between built-environment characteristics and travel behaviors: A systematic review
Travel Behaviour and Society
·
2023
·
2 authors
·
review
65
citations
A meta-analytic review of the association between the built environment and integrated usage of rail transport and bike-sharing
Transportation Research Interdisciplinary Perspectives
·
2023
·
2 authors
·
Open access
12
citations
On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice
IEEE Access
·
2023
·
5 authors
·
Open access
94
citations
Targeting Sustainable Transportation Development: The Support Vector Machine and the Bayesian Optimization Algorithm for Classifying Household Vehicle Ownership
Sustainability
·
2022
·
4 authors
·
Open access
22
citations
Approaching Sustainable Bike-Sharing Development: A Systematic Review of the Influence of Built Environment Features on Bike-Sharing Ridership
Sustainability
·
2022
·
5 authors
·
review
·
Open access
42
citations
How Sustainable Is People’s Travel to Reach Public Transit Stations to Go to Work? A Machine Learning Approach to Reveal Complex Relationships
Sustainability
·
2022
·
6 authors
·
Open access
11
citations
Nonlinear Relationships between Vehicle Ownership and Household Travel Characteristics and Built Environment Attributes in the US Using the XGBT Algorithm
Sustainability
·
2022
·
7 authors
·
Open access
22
citations
Hybrid Bayesian Network Models to Investigate the Impact of Built Environment Experience before Adulthood on Students’ Tolerable Travel Time to Campus: Towards Sustainable Commute Behavior
Sustainability
·
2021
·
10 authors
·
Open access
15
citations
Investigating the Use of Active Transportation Modes Among University Employees Through an Advanced Decision Tree Algorithm
Civil and Sustainable Urban Engineering
·
2021
·
3 authors
·
Open access
9
citations
Measurement Quality Appraisal Instrument for Evaluation of Walkability Assessment Tools Based on Walking Needs
Sustainability
·
2021
·
5 authors
·
Open access
11
citations
Exploring effective micro-level items for evaluating inclusive walking facilities on urban streets (applied in Johor Bahru, Malaysia)
Sustainable Cities and Society
·
2019
·
5 authors
37
citations
Evaluating the capability of walkability audit tools for assessing sidewalks
Sustainable Cities and Society
·
2017
·
5 authors
109
citations