{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,5,15]],"date-time":"2022-05-15T02:40:12Z","timestamp":1652582412233},"reference-count":27,"publisher":"World Scientific Pub Co Pte Ltd","issue":"07","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Patt. Recogn. Artif. Intell."],"published-print":{"date-parts":[[2015,11]]},"abstract":"<jats:p>In the belief function theory, several measures of uncertainty have been introduced. One of their possible use is unreliable source discounting before the fusion stage. Two different measures of uncertainty exist which are the intrinsic and extrinsic ones. The intrinsic measure makes it possible to assess the source's confusion whereas the extrinsic one measures the contradiction between sources. In this paper, we associate both measures in order to estimate the global reliability of a source. This method, named Generic Discounting Approach (GDA), is proposed in two different versions: Weighted GDA and Exponent GDA. Those reliability measures are integrated into a classifier. The method was tested, against to some pioneer approaches, on several UCI datasets as well as on an urban image classification problem and showed very encouraging results.<\/jats:p>","DOI":"10.1142\/s0218001415590119","type":"journal-article","created":{"date-parts":[[2015,6,24]],"date-time":"2015-06-24T07:47:48Z","timestamp":1435132068000},"page":"1559011","source":"Crossref","is-referenced-by-count":3,"title":["Reliability Estimation Measure: Generic Discounting Approach"],"prefix":"10.1142","volume":"29","author":[{"given":"Ahmed","family":"Samet","sequence":"first","affiliation":[{"name":"Univ. Lille Nord de France UArtois, EA 3926 LGI2A, F-62400, B\u00e9thune, France"},{"name":"University of Tunis El Manar, LIPAH Laboratory, Faculty of Sciences of Tunis, Tunisia"}]},{"given":"Eric","family":"Lef\u00e8vre","sequence":"additional","affiliation":[{"name":"Univ. Lille Nord de France UArtois, EA 3926 LGI2A, F-62400, B\u00e9thune, France"}]},{"given":"Imen","family":"Hammami","sequence":"additional","affiliation":[{"name":"University of Tunis El Manar, LIPAH Laboratory, Faculty of Sciences of Tunis, Tunisia"}]},{"given":"Sadok","family":"Ben Yahia","sequence":"additional","affiliation":[{"name":"University of Tunis El Manar, LIPAH Laboratory, Faculty of Sciences of Tunis, Tunisia"},{"name":"Institut Mines-TELECOM, TELECOM SudParis, UMR CNRS Samovar, 91011 Evry Cedex, France"}]}],"member":"219","published-online":{"date-parts":[[2015,9,28]]},"reference":[{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1631\/jzus.2005.A0476"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1016\/0034-4257(90)90085-Z"},{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2008.919174"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177698950"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2004.04.015"},{"key":"rf8","doi-asserted-by":"publisher","DOI":"10.1109\/21.376493"},{"key":"rf9","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2007.05.008"},{"key":"rf10","first-page":"585","volume":"43","author":"Destercke S.","year":"2012","journal-title":"IEEE Syst., Man Cybern. 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