Irfan Ullah

A comparative performance of machine learning algorithm to predict electric vehicles energy consumption: A path towards sustainability

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto et al. · Energy & Environment · 2021 · 180 citations

Engineering, Machine Learning, Intelligent Energy System +16

Modeling of machine learning with SHAP approach for electric vehicle charging station choice behavior prediction

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto et al. · Travel Behaviour and Society · 2022 · 129 citations

Shap Approach, Machine Learning, Data Science +10

Electric vehicle energy consumption prediction using stacked generalization: an ensemble learning approach

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto et al. · International Journal of Green Energy · 2021 · 120 citations

Prediction of electric vehicle charging duration time using ensemble machine learning algorithm and Shapley additive explanations

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto et al. · International Journal of Energy Research · 2022 · 111 citations

Engineering, Machine Learning, Machine Learning Tool +21

Intelligent Intersection Control for Delay Optimization: Using Meta-Heuristic Search Algorithms

Arshad Jamal, Muhammad Tauhidur Rahman, Hassan M. Al-Ahmadi et al. · Sustainability · 2020 · 87 citations · Full text

Heuristic Search, Engineering, Traffic Congestion +19