Civil Engineering
Assistant Professor
Qualification: Ph.D. in Civil Engineering – Transportation UPC, Universitat Politècnica de Catalunya, , Spain
Transport planning, Road safety, and Data analysis.
- Aiash, A., A Comprehensive Analysis of GCC Traffic Accidents with Machine Learning Techniques. MSc thesis (2019)
- AlKheder, S., AlRukaibi, F. & Aiash, A. Drivers’ response to variable message signs (VMS) in Kuwait. Cognition, Technology & Work. 21, 457–471 (2019). https://doi.org/10.1007/s10111-019-00538-7
- AlKheder, S., AlRukaibi, F. & Aiash, A. Vehicle inspection policy and emission analysis in Kuwait. Environmental Geochemistry and Health. 42, 3415–3429 (2020). https://doi.org/10.1007/s10653-020-00584-5
- AlKheder, S., AlRukaibi, F. & Aiash, A., Risk analysis of traffic accidents’ severities: An application of three data mining models. ISA Transactions, 106, 213-220 (2020). https://doi.org/10.1016/j.isatra.2020.06.018.
- Aiash, A., Robusté, F., Traffic accident severity analysis in Barcelona using a binary probit and CHAID tree. International journal of injury control and safety promotion. 29(2), 256-264 (2022).
https://doi.org/10.1080/17457300.2021.1998136 - Aiash, A., Robusté, F., Working hours and traffic accident injuries: case study in Barcelona. Transportation Research Procedia. 58, 678-682 (2021). https://doi.org/10.1016/j.trpro.2021.11.089
- Aiash, A., Robusté, F., Traffic crash injuries occurrence varieties across Barcelona districts. Revista Internacional de Desastres Naturales, Accidentes e Infraestructura Civil. 22, 6 (2022).
https://www.scipedia.com/public/Aiash_Robuste_2022a - AlKheder, S., AlRukaibi, F. & Aiash, A., Analysis of risk factors affecting traffic accident injury in United Arab Emirates (UAE). European Journal of Trauma and Emergency Surgery. 48, 4823–4835 (2022).
https://doi.org/10.1007/s00068-022-02010-0 - AlKheder, S., AlRukaibi, F., Aiash, A., Weather risk contribution to traffic accidents types in Gulf Cooperation Council (GCC) countries. Natural Hazards. 114, 2177–2187 (2022). https://doi.org/10.1007/s11069-022-05466-w
- AlKheder, S., AlRukaibi, F. & Aiash, A., Support Vector Machine (SVM), Random Forest (RF), Artificial Neural Network (ANN) and Bayesian Network for prediction and analysis of GCC traffic accidents. Journal of Ambient Intelligence and Humanized Computing. 14, 7331–7339 (2023). https://doi.org/10.1007/s12652-022-04441-4
- Aiash, A., Robusté, F., Total noise level’s passive impact on traffic crashes: a potential distraction indicator. International Journal of Environmental Studies. 81(3), 1058-1070 (2023) https://doi.org/10.1080/00207233.2023.2213131
- Aiash, A., Robusté, F., COVID-19 pandemic effects on traffic crash patterns and injuries in Barcelona, Spain: An interpretable approach. XA2ITS: Explainable AI for Intelligent Transportation Systems. Book chapter.
(2023) https://doi.org/10.1201/9781003324140-4 - Aiash, A., Robusté, F., Analyzing pedestrians’ crash injury risk factors in Barcelona. Transportation Research Procedia. 71, 235-243 (2023).
https://doi.org/10.1016/j.trpro.2023.11.080 - Aiash, A., Urban Mobility Safety in Barcelona: An evaluation of risk factors and techniques to achieve Vision Zero. PhD thesis, (2023) http://hdl.handle.net/10803/690695.