{"id":273,"date":"2024-07-01T12:31:13","date_gmt":"2024-07-01T12:31:13","guid":{"rendered":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/?page_id=273"},"modified":"2024-07-01T12:31:13","modified_gmt":"2024-07-01T12:31:13","slug":"attila-fazekas","status":"publish","type":"page","link":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/attila-fazekas\/","title":{"rendered":"Attila Fazekas"},"content":{"rendered":"<p><strong>Name<\/strong>: Attila Fazekas<br \/>\n<strong>Affiliation<\/strong>: University of Debrecen, Hungary<br \/>\n<strong>Primary research interest<\/strong>: Image Processing, Pattern\u00a0 Recognition, Machine Learning, Imbalanced Learning<\/p>\n<p><strong>Title of the lecture<\/strong>: Classification and its application in pattern recognition<br \/>\n<strong>Keywords<\/strong>: binary classification, classifiers, performance scores, imbalanced learning, classification of images<br \/>\n<strong>Summary<\/strong>: One possible approach to pattern recognition problems is based on the use of classifiers. That is why it is important to familiarize yourself with the basic problem of classification, the classifiers and the performance scores that express the success of the classification and their correct use.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Name: Attila Fazekas Affiliation: University of Debrecen, Hungary Primary research interest: Image Processing, Pattern\u00a0 Recognition, Machine Learning, Imbalanced Learning Title of the lecture: Classification and its application in pattern recognition Keywords: binary classification, classifiers, performance scores, imbalanced learning, classification of images Summary: One possible approach to pattern recognition problems is based on the use of &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/attila-fazekas\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Attila Fazekas&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"iawp_total_views":13,"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/pages\/273"}],"collection":[{"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/comments?post=273"}],"version-history":[{"count":1,"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/pages\/273\/revisions"}],"predecessor-version":[{"id":274,"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/pages\/273\/revisions\/274"}],"wp:attachment":[{"href":"https:\/\/www.inf.u-szeged.hu\/~ssip\/2024\/wp-json\/wp\/v2\/media?parent=273"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}