{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,10,24]],"date-time":"2023-10-24T05:18:33Z","timestamp":1698124713127},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643684505","type":"print"},{"value":"9781643684512","type":"electronic"}],"license":[{"start":{"date-parts":[[2023,10,20]],"date-time":"2023-10-20T00:00:00Z","timestamp":1697760000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,20]]},"abstract":"<jats:p>The XAI methods began to emerge as a response for the black-box methods used to make decisions that could not be explained, even if checked by humans they were correct. This created the need for a better evaluation for these methods. In this paper we propose a new method for evaluation based on features. The main advantage of applying ERI to CNNs explanations are: a fully automated way to measure the quality of an explanation and the fact that the score uses the same information as the CNN, in this way being able to offer a measure of the quality of explanation that can be validated automatically.<\/jats:p>","DOI":"10.3233\/shti230807","type":"book-chapter","created":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T08:17:32Z","timestamp":1698049052000},"source":"Crossref","is-referenced-by-count":0,"title":["Explanation Relevance Index \u2013 A New Way of Assessing the Quality of Explanations Based on Learned Features"],"prefix":"10.3233","author":[{"given":"C\u0103t\u0103lin-Mihai","family":"Pesecan","sequence":"first","affiliation":[{"name":"Politehnica University of Timi\u015foara, Timi\u015foara, Romania"}]},{"given":"L\u0103cr\u0103mioara","family":"Stoicu-Tivadar","sequence":"additional","affiliation":[{"name":"Politehnica University of Timi\u015foara, Timi\u015foara, Romania"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Telehealth Ecosystems in Practice"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI230807","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T08:17:33Z","timestamp":1698049053000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI230807"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,20]]},"ISBN":["9781643684505","9781643684512"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti230807","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10,20]]}}}