How Case-Based Reasoning Explains Neural Networks: A Theoretical Analysis of XAI Using Post-Hoc Explanation-by-Example from a Survey of ANN-CBR Twin-Systems
{"title":"How Case-Based Reasoning Explains Neural Networks: A Theoretical Analysis of XAI Using Post-Hoc Explanation-by-Example from a Survey of ANN-CBR Twin-Systems","authors":"Mark T. Keane, Eoin M. Kenny","doi":"10.1007/978-3-030-29249-2_11","DOIUrl":null,"url":null,"abstract":"","PeriodicalId":239937,"journal":{"name":"International Conference on Case-Based Reasoning","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"60","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Case-Based Reasoning","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/978-3-030-29249-2_11","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}