{"id":3624,"date":"2026-09-24T13:07:58","date_gmt":"2026-09-24T11:07:58","guid":{"rendered":"https:\/\/hria.upb.ro\/?post_type=dt_portfolio&#038;p=3624"},"modified":"2026-09-24T13:07:58","modified_gmt":"2026-09-24T11:07:58","slug":"a-systematic-analysis-of-data-augmentation-and-training-parameters-for-lightweight-cnn-based-mammographic-lesion-classification","status":"publish","type":"dt_portfolio","link":"https:\/\/hria.upb.ro\/en\/eveniment\/a-systematic-analysis-of-data-augmentation-and-training-parameters-for-lightweight-cnn-based-mammographic-lesion-classification\/","title":{"rendered":"A Systematic Analysis of Data Augmentation and Training Parameters for Lightweight CNN-Based Mammographic Lesion Classification"},"content":{"rendered":"<div class=\"wpb-content-wrapper\" id=\"wpb-content-root\"><p>[vc_row][vc_column][vc_column_text]<\/p>\n<p style=\"text-align: justify;\"><strong>A Systematic Analysis of Data Augmentation and Training Parameters for Lightweight CNN-Based Mammographic Lesion Classification<\/strong>. Drago\u0219 Trandafir, M\u0103d\u0103lina Dicu and Camelia Chira. In: Proceedings of the International Conference on Hybrid Artificial Intelligence Systems (<a href=\"https:\/\/haisconference.eu\" target=\"_blank\" rel=\"noopener\">HAIS 2026<\/a>), 18-19 June 2026, Marbella, Spain, DOI: <a href=\"https:\/\/doi.org\/10.1007\/978-3-032-29292-6_1\" target=\"_blank\" rel=\"noopener\">10.1007\/978-3-032-29292-6_1<\/a>.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text] A Systematic Analysis of Data Augmentation and Training Parameters for Lightweight CNN-Based Mammographic Lesion Classification. Drago\u0219 Trandafir, M\u0103d\u0103lina Dicu and Camelia Chira. In: Proceedings of the International Conference on Hybrid Artificial Intelligence Systems (HAIS 2026), 18-19 June 2026, Marbella, Spain, DOI: 10.1007\/978-3-032-29292-6_1. [\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","protected":false},"author":1,"featured_media":1997,"comment_status":"closed","ping_status":"closed","template":"","dt_portfolio_category":[35,34,43,49],"dt_portfolio_tags":[],"class_list":["post-3624","dt_portfolio","type-dt_portfolio","status-publish","has-post-thumbnail","hentry","dt_portfolio_category-conferinta","dt_portfolio_category-lucrari-stiintifice","dt_portfolio_category-sp_ubb","dt_portfolio_category-sp_ubb_conf","dt_portfolio_category-35","dt_portfolio_category-34","dt_portfolio_category-43","dt_portfolio_category-49","description-off"],"translation":{"provider":"WPGlobus","version":"3.0.5","language":"en","enabled_languages":["ro","en"],"languages":{"ro":{"title":true,"content":true,"excerpt":false},"en":{"title":false,"content":false,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio\/3624","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio"}],"about":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/types\/dt_portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/comments?post=3624"}],"version-history":[{"count":1,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio\/3624\/revisions"}],"predecessor-version":[{"id":3625,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio\/3624\/revisions\/3625"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/media\/1997"}],"wp:attachment":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/media?parent=3624"}],"wp:term":[{"taxonomy":"dt_portfolio_category","embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio_category?post=3624"},{"taxonomy":"dt_portfolio_tags","embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio_tags?post=3624"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}