{"id":195,"date":"2015-10-23T07:30:30","date_gmt":"2015-10-23T07:30:30","guid":{"rendered":"http:\/\/www.cs.ubbcluj.ro\/~meco\/?p=195"},"modified":"2026-02-01T12:09:36","modified_gmt":"2026-02-01T12:09:36","slug":"descriptors-fusion-and-genetic-programming-for-breast-cancer-detection","status":"publish","type":"post","link":"https:\/\/www.cs.ubbcluj.ro\/~meco\/descriptors-fusion-and-genetic-programming-for-breast-cancer-detection\/","title":{"rendered":"Descriptors fusion and genetic programming for breast cancer detection (2015)"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Abstract<\/h3>\n\n\n\n<p>The detection of tumors in digital images originated from mammograms can be a challenging task. In this paper we investigate a Computer Aided Diagnosis System based on a Genetic Programming classifier. The performance of the considered classifier is evaluated for five of the image descriptors used in literature and we propose a new approach, by utilizing descriptors fusion. Numerical experiments are performed on a sample of the Digital Database for Screening Mammography data set and indicate that descriptors fusion can lead to better classifying performances.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Citare<\/h3>\n\n\n\n<p>Fratean \u0218.,&nbsp; Dio\u0219an L., Descriptors fusion and genetic programming for breast cancer detection, Studia Universitas Babes-Bolyai, Seria Informatica, 2015, LX(1):88-97&nbsp;<br><a href=\"http:\/\/www.studia.ubbcluj.ro\/arhiva\/cuprins_en.php?id_editie=905&amp;serie=INFORMATICA&amp;nr=1&amp;an=2015\">http:\/\/www.studia.ubbcluj.ro\/arhiva\/cuprins_en.php?id_editie=905&amp;serie=INFORMATICA&amp;nr=1&amp;an=2015\ufeff<\/a><br><\/p>\n\n\n\n<p><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The detection of tumors in digital images originated from mammograms can be a challenging task. In this paper we investigate a Computer Aided Diagnosis System based on a Genetic Programming classifier. The performance of the considered classifier is evaluated for five of the image descriptors used in literature and we propose a new approach, by utilizing descriptors fusion. Numerical experiments are performed on a sample of the Digital Database for Screening Mammography data set and indicate that descriptors fusion can lead to better classifying performances.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4],"tags":[10,11],"_links":{"self":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/posts\/195"}],"collection":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/comments?post=195"}],"version-history":[{"count":3,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/posts\/195\/revisions"}],"predecessor-version":[{"id":1577,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/posts\/195\/revisions\/1577"}],"wp:attachment":[{"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/media?parent=195"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/categories?post=195"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cs.ubbcluj.ro\/~meco\/wp-json\/wp\/v2\/tags?post=195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}