Items where Author is "Aghaabbasi, M."
Article
Tao, W. and Aghaabbasi, M. and Ali, M. and Almaliki, A.H. and Zainol, R. and Almaliki, A.A. and Hussein, E.E. (2022) An Advanced Machine Learning Approach to Predicting Pedestrian Fatality Caused by Road Crashes: A Step toward Sustainable Pedestrian Safety. Sustainability (Switzerland), 14 (4). ISSN 20711050
Zhu, L. and Ali, M. and Macioszek, E. and Aghaabbasi, M. and Jan, A. (2022) Approaching Sustainable Bike-Sharing Development: A Systematic Review of the Influence of Built Environment Features on Bike-Sharing Ridership. Sustainability (Switzerland), 14 (10). ISSN 20711050
Yang, L. and Aghaabbasi, M. and Ali, M. and Jan, A. and Bouallegue, B. and Javed, M.F. and Salem, N.M. (2022) Comparative Analysis of the Optimized KNN, SVM, and Ensemble DT Models Using Bayesian Optimization for Predicting Pedestrian Fatalities: An Advance towards Realizing the Sustainable Safety of Pedestrians. Sustainability (Switzerland), 14 (17). ISSN 20711050
Tang, P. and Aghaabbasi, M. and Ali, M. and Jan, A. and Mohamed, A.M. and Mohamed, A. (2022) How Sustainable Is People�s Travel to Reach Public Transit Stations to Go to Work? A Machine Learning Approach to Reveal Complex Relationships. Sustainability (Switzerland), 14 (7). ISSN 20711050
Chen, Y. and Aghaabbasi, M. and Ali, M. and Anciferov, S. and Sabitov, L. and Chebotarev, S. and Nabiullina, K. and Sychev, E. and Fediuk, R. and Zainol, R. (2022) 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 (Switzerland), 14 (1). ISSN 20711050
Ma, T. and Aghaabbasi, M. and Ali, M. and Zainol, R. and Jan, A. and Mohamed, A.M. and Mohamed, A. (2022) Nonlinear Relationships between Vehicle Ownership and Household Travel Characteristics and Built Environment Attributes in the US Using the XGBT Algorithm. Sustainability (Switzerland), 14 (6). ISSN 20711050
Xu, Z. and Aghaabbasi, M. and Ali, M. and Macioszek, E. (2022) Targeting Sustainable Transportation Development: The Support Vector Machine and the Bayesian Optimization Algorithm for Classifying Household Vehicle Ownership. Sustainability (Switzerland), 14 (17). ISSN 20711050
Qian, Y. and Aghaabbasi, M. and Ali, M. and Alqurashi, M. and Salah, B. and Zainol, R. and Moeinaddini, M. and Hussein, E.E. (2021) Classification of imbalanced travel mode choice to work data using adjustable svm model. Applied Sciences (Switzerland), 11 (24). ISSN 20763417