Mohammad Tamim Kashifi

Predicting the travel mode choice with interpretable machine learning techniques: A comparative study

Mohammad Tamim Kashifi, Arshad Jamal, Mohammad Samim Kashefi et al. · Travel Behaviour and Society · 2022 · 130 citations

Route Choice, Cognitive Science, Data Science +11

Efficient Histogram-Based Gradient Boosting Approach for Accident Severity Prediction With Multisource Data

Mohammad Tamim Kashifi, Irfan Ahmad · Transportation Research Record Journal of the Transportation Research Board · 2022 · 53 citations

Accident Severity Prediction, Multisource Data, Machine Learning +25

Investigating two-wheelers risk factors for severe crashes using an interpretable machine learning approach and SHAP analysis

Mohammad Tamim Kashifi · IATSS Research · 2023 · 31 citations · Full text

Robust spatiotemporal crash risk prediction with gated recurrent convolution network and interpretable insights from SHapley additive explanations

Mohammad Tamim Kashifi · Engineering Applications of Artificial Intelligence · 2023 · 22 citations

Engineering, Machine Learning, Data Science +11

Deep hybrid learning framework for spatiotemporal crash prediction using big traffic data

Mohammad Tamim Kashifi, Mohammed Al-Turki, Abdul Wakil Sharify · International Journal of Transportation Science and Technology · 2022 · 20 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17