首页> Bioengineering (Basel, Switzerland)> XAI-Augmented Voting Ensemble Models for Heart Disease Prediction: A SHAP and LIME-Based Approach.

XAI-Augmented Voting Ensemble Models for Heart Disease Prediction: A SHAP and LIME-Based Approach.

导出 LinkOut

翻译打印收藏纠错

第一作者： Nermeen Gamal,Rezk

第一单位： Department of Computer Science and Engineering, Faculty of Engineering, Kafrelsheikh University, Kafr_El_Sheikh 6860404, Egypt.

作者： Nermeen Gamal,Rezk ^[1] ; Samah,Alshathri ^[2] ; Amged,Sayed ^[3] ; Ezz,El-Din Hemdan ^[4] ; Heba,El-Behery ^[1]

作者单位： Department of Computer Science and Engineering, Faculty of Engineering, Kafrelsheikh University, Kafr_El_Sheikh 6860404, Egypt. ^[1] Department of Information Technology, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia. ^[2] Department of Electrical Energy Engineering, College of Engineering & Technology, Arab Academy for Science Technology & Maritime Transport, Smart Village Campus, Giza 12577, Egypt.;Industrial Electronics and Control Engineering Department, Faculty of Electronic Engineering, Menoufia University, Menoufia 32952, Egypt. ^[3] Department of Computer Science and Engineering, Faculty of Electronic Engineering, Menoufia University, Menoufia 32952, Egypt.;Structure and Materials Research Lab, Prince Sultan University, Riyadh 12435, Saudi Arabia. ^[4]

关键词 LIME (Local Interpretable Model-agnosticExplanations)SHAP (SHapley Additive exPlanations)explainable artificial intelligence (XAI)heart disease prediction hybrid Ensemble learning voting algorithms

DOI 10.3390/bioengineering11101016

PMID 39451392

发布时间 2024-10-27

基金项目

PNURSP2024R197/Princess Nourah bint Abdulrahman University Researchers Supporting Project number (PNURSP2024R197), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交