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

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto, +2

Energy & Environment

EngineeringMachine LearningIntelligent Energy SystemData ScienceElectric Vehicles +14

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

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto, +2

Travel Behaviour and Society

Shap ApproachMachine LearningData ScienceEnergy ManagementEngineering +8

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

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto, +2

International Journal of Green Energy

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

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto, +2

International Journal of Energy Research

EngineeringMachine LearningMachine Learning ToolData ScienceElectric Vehicles +19

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

Arshad Jamal, Muhammad Tauhidur Rahman, Hassan M. Al-Ahmadi, +2

Sustainability

Heuristic SearchEngineeringTraffic CongestionTransportation Systems ModelingIntelligent Systems +17

Grey wolf optimizer-based machine learning algorithm to predict electric vehicle charging duration time

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto, +2

Transportation Letters

Electrical EngineeringEngineeringMachine LearningData ScienceEnergy Management +13

A Fuzzy-Logic Approach Based on Driver Decision-Making Behavior Modeling and Simulation

Abdulla I. M. Almadi, Rabia Emhamed Al Mamlook, Yahya Almarhabi, +3

Sustainability

EngineeringFuzzy ModelingSafety ScienceInjury PreventionIntelligent Systems +18

Factors affecting injury severity in motorcycle crashes: Different age groups analysis using Catboost and SHAP techniques

Muhammad Zahid, Muhammad Faisal Habib, Muhammad Ijaz, +4

Traffic Injury Prevention

Employing Bibliometric Analysis to Identify the Current State of the Art and Future Prospects of Electric Vehicles

Irfan Ullah, Safdar Muhammad, Jianfeng Zheng, +2

Energies

EngineeringBibliometricsHybrid Electric VehicleBibliometric AnalysisData Science +16

Examining Travelers’ Acceptance towards Car Sharing Systems—Peshawar City, Pakistan

Irfan Ullah, Kai Liu, Tran Van Duy

Sustainability

Customer SatisfactionEngineeringTravel BehaviorDemographic CharacteristicsConsumer Behavior +17