… In this work, the Shapley additive explanations (SHAP) method from game theory is proposed
as an efficient methodology to extract design guidelines from databases. A database was …

… of commercial battery electric vehicles (BEVs) in … SHapley Additive exPlanations (SHAP)
approach. This investigation provided insights into the influence of battery current and vehicle …

… Prediction of electric vehicle charging duration time using ensemble machine learning
algorithm and Shapley additive explanations." International Journal of Energy Research 46.11 (…

… To further interpret the model, an analysis conducted by applying the Shapley Additive
Explanation algorithm showed that frequency significantly affected the SPL, while the speed, …

… For this purpose, this study integrates the novel Shapley Additive exPlanations (SHAP)
method into a ML-based damage detection process as a tool for introducing interpretability and, …

… Electric vehicles (EVs) have significant potential to offer unused capacity in ancillary service
… week, using the game theory method SHapley Additive exPlanations (SHAP) to minimise …

… This paper seeks to enhance the current understanding of XAI by specifically examining
the effectiveness of Shapley Additive exPlanations (SHAP), Local Interpretable Model-agnostic …

… for predicting travel mode choices and Shapley additive explanations (SHAP) analysis for
model … Modeling of machine learning with SHAP approach for electric vehicle charging station …

… In this study, the Shapley values were computed using a recently introduced technique
called tree-SHAP developed by [73]. The tree-SHAP algorithm is specially designed for tree-…

… The state of charge (SOC) prediction for an electric vehicle … algorithm (SW) and the Shapley
additive explanation theory (SHAP). … cycle of five different electric vehicles driven by different …