Interpretability Vs Explainability: The Black Box of Machine Learning
Author:
Affiliation:
1. Tech Mahindra,Bangalore,India
2. Universidad Automata de Tamaulipas,Computer Science & Engineering,Mexico,Spain
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10127649/10127667/10127717.pdf?arnumber=10127717
Reference35 articles.
1. Interpretation of machine learning models using XAI - A study on health insurance dataset
2. XAI for Maintainability Prediction of Software-Defined Networks
3. A Machine Learning Method for Recognizing Invasive Content in Memes
4. An Explainable Regression Framework for Predicting Remaining Useful Life of Machines
5. An explainable AI-driven biomarker discovery framework for Non-Small Cell Lung Cancer classification
Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Dissecting Crucial Gene Markers Involved in HPV-Associated Oropharyngeal Squamous Cell Carcinoma from RNA-Sequencing Data through Explainable Artificial Intelligence;Frontiers in Bioscience-Landmark;2024-06-18
2. An ethical assessment of professional opinions on concerns, chances, and limitations of the implementation of an artificial intelligence-based technology into the geriatric patient treatment and continuity of care;GeroScience;2024-06-04
3. AI-Powered Psychomotor Learning Through Basketball Practice: Opportunities and Challenges;Integrated Science;2024
4. Enhancing Medical Insurance Pricing Prediction with SHAP-XGBoost for Informed Decision-Making;Lecture Notes in Networks and Systems;2024
5. Machine Learning-Enabled NIR Spectroscopy. Part 3: Hyperparameter by Design (HyD) Based ANN-MLP Optimization, Model Generalizability, and Model Transferability;AAPS PharmSciTech;2023-12-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3