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

Author:

Ullah Irfan,Liu KaiORCID,Yamamoto Toshiyuki,Zahid Muhammad,Jamal Arshad

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Transportation

Reference55 articles.

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2. Household EV charging demand prediction using machine and ensemble learning;Ai,2018

3. The linear random forest algorithm and its advantages in machine learning assisted logging regression modeling;Ao;J. Petroleum Sci. Eng.,2019

4. The investigation of the major factors influencing plug-in electric vehicle driving patterns and charging behaviour;Azadfar;Renew. Sustain. Energy Rev.,2015

5. An interpretable machine learning approach to understanding the impacts of attitudinal and ridesourcing factors on electric vehicle adoption;Bas;Transportation Lett.,2021

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