Farbod Farhangi

Evaluation of Tree-Based Machine Learning Algorithms for Accident Risk Mapping Caused by Driver Lack of Alertness at a National Scale

Farbod Farhangi, Abolghasem Sadeghi‐Niaraki, Seyed Vahid Razavi-Termeh et al. · Sustainability · 2021 · 32 citations · Full text

Engineering, Machine Learning, Safety Science +25

COVID-19 Risk Mapping with Considering Socio-Economic Criteria Using Machine Learning Algorithms

Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi‐Niaraki, Farbod Farhangi et al. · International Journal of Environmental Research and Public Health · 2021 · 27 citations · Full text

Spatial modelling of accidents risk caused by driver drowsiness with data mining algorithms

Farbod Farhangi, Abolghasem Sadeghi‐Niaraki, Ali Nahvi et al. · Geocarto International · 2020 · 26 citations

Engineering, Safety Science, Fuzzy Risk Analysis +17

Investigating the role of data preprocessing, hyperparameters tuning, and type of machine learning algorithm in the improvement of drowsy EEG signal modeling

Farbod Farhangi · Intelligent Systems with Applications · 2022 · 25 citations · Full text

Engineering, Machine Learning, Intelligent Systems +20

Evaluation of tree-based ensemble algorithms for predicting the big five personality traits based on social media photos: Evidence from an Iranian sample

Maryam Khorrami, Mahnaz Khorrami, Farbod Farhangi · Personality and Individual Differences · 2021 · 19 citations

Social Media Photos, Computational Social Science, Social Media +14