Search Results - "Aghaabbasi, Mahdi"

A meta-analytic review of the association between the built environment and integrated usage of rail transport and bike-sharing by Aghaabbasi, Mahdi, Chalermpong, Saksith

“…•18 BE-RTBS connections were found in 2015–2022 articles.•The average effect size of each connection were estimated using a random effect model.•All BE…”
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On Hyperparameter Optimization of Machine Learning Methods Using a Bayesian Optimization Algorithm to Predict Work Travel Mode Choice by Aghaabbasi, Mahdi, Ali, Mujahid, Jasinski, Michal, Leonowicz, Zbigniew, Novak, Tomas

“…Prediction of work Travel mode choice is one of the most important parts of travel demand forecasting. Planners can achieve sustainability goals by accurately…”
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Classification of Imbalanced Travel Mode Choice to Work Data Using Adjustable SVM Model by Qian, Yufeng, Aghaabbasi, Mahdi, Ali, Mujahid, Alqurashi, Muwaffaq, Salah, Bashir, Zainol, Rosilawati, Moeinaddini, Mehdi, Hussein, Enas E.

“…The investigation of travel mode choice is an essential task in transport planning and policymaking for predicting travel demands. Typically, mode choice…”
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Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques by Seyed Mohammad Hossein Moosavi, Mahdi Aghaabbasi, Choon Wah Yuen, Danial Jahed Armaghani

“…Prediction of bus travel time is a key component of an intelligent transportation system and has many benefits for both service users and providers. Although…”
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Understanding and Predicting the Usage of Shared Electric Scooter Services on University Campuses by Moosavi, Seyed Mohammad Hossein, Ma, Zhenliang, Armaghani, Danial Jahed, Aghaabbasi, Mahdi, Ganggayah, Mogana Darshini, Wah, Yuen Choon, Ulrikh, Dmitrii Vladimirovich

“…Electric vehicles (EVs) have been progressing rapidly in urban transport systems given their potential in reducing emissions and energy consumptions. The…”
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Machine learning techniques for evaluating the nonlinear link between built-environment characteristics and travel behaviors: A systematic review by Aghaabbasi, Mahdi, Chalermpong, Saksith

“…•A systematic review of academic works on the nonlinear interactions of built environment characteristics and travel behaviors using machine learning was…”
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Potentials of digital twin system for analyzing travel behavior decisions by Aghaabbasi, Mahdi, Sabri, Soheil

“…•Provides an in-depth exploration of digital twin systems’ potential in travel behavior analysis.•Offers a thorough examination of digital twin…”
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Predicting the use frequency of ride-sourcing by off-campus university students through random forest and Bayesian network techniques by Aghaabbasi, Mahdi, Shekari, Zohreh Asadi, Shah, Muhammad Zaly, Olakunle, Oloruntobi, Armaghani, Danial Jahed, Moeinaddini, Mehdi

“…•We have identified significant factors influencing the ride-sourcing usage frequency.•We have used Random Forest technique to select the most important…”
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Applying non-parametric models to explore urban life satisfaction in European cities by Moeinaddini, Mehdi, Asadi-Shekari, Zohreh, Aghaabbasi, Mahdi, Saadi, Ismaïl, Shah, Muhammad Zaly, Cools, Mario

“…Although urban quality of life is one of the important topics in most of the European policies, these policies are not supported by empirical analysis…”
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Addressing issues in the use of Google tools for assessing pedestrian built environments by Aghaabbasi, Mahdi, Moeinaddini, Mehdi, Shah, Muahammad Zaly, Asadi-Shekari, Zohreh

“…Numerous techniques for collecting data are available to assess pedestrian built environment features. Recently, several studies favoured Google tools over…”
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The equitable use concept in sidewalk design by Aghaabbasi, Mahdi, Moeinaddini, Mehdi, Asadi-Shekari, Zohreh, Shah, Muhammad Zaly

“…Equitable use (EU) is the first principle of universal design and promotes the usefulness and marketability of products for people with diverse abilities…”
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Proposing a new score to measure personal happiness by identifying the contributing factors by Moeinaddini, Mehdi, Asadi-Shekari, Zohreh, Aghaabbasi, Mahdi, Saadi, Ismaïl, Zaly Shah, Muhammad, Cools, Mario

“…•We proposed a model to explain personal happiness as a latent variable.•The Oxford Happiness Questionnaire (OHQ) is used to develop this model.•This model…”
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Evaluating the capability of walkability audit tools for assessing sidewalks by Aghaabbasi, Mahdi, Moeinaddini, Mehdi, Zaly Shah, Muhammad, Asadi-Shekari, Zohreh, Arjomand Kermani, Mehdi

“…•This study is to determine whether the existing tools consider factors that are essential for sidewalk assessment.•The existing tools have been assessed based…”
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Exploring effective micro-level items for evaluating inclusive walking facilities on urban streets (applied in Johor Bahru, Malaysia) by Asadi-Shekari, Zohreh, Moeinaddini, Mehdi, Aghaabbasi, Mahdi, Cools, Mario, Zaly Shah, Muhammad

“…•We proposed a new model for evaluating walking facilities.•This model covers a wide range of facilities and pedestrians.•This model includes current…”
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A new assessment model to evaluate the microscale sidewalk design factors at the neighbourhood level by Aghaabbasi, Mahdi, Moeinaddini, Mehdi, Zaly Shah, Muhammad, Asadi-Shekari, Zohreh

“…To date, several assessment tools have been developed to evaluate the pedestrian environments and sidewalks at the street and neighbourhood level. While the…”
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