{"id":994675,"date":"2025-12-22T21:28:08","date_gmt":"2025-12-22T21:28:08","guid":{"rendered":"https:\/\/iutt.edu.ye\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/"},"modified":"2026-07-07T12:31:26","modified_gmt":"2026-07-07T09:31:26","slug":"improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset","status":"publish","type":"published_article","link":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/","title":{"rendered":"\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0633\u0631\u0637\u0627\u0646 \u0627\u0644\u062b\u062f\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062e\u0630 \u0639\u064a\u0646\u0627\u062a \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u062a\u0643\u064a\u0641\u064a\u0629 (Adaptive Synthetic Sampling): \u062f\u0631\u0627\u0633\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0648\u064a\u0645\u0628\u0631\u0627"},"content":{"rendered":"

\u064a\u064f\u0639\u062f\u0651 \u0639\u062f\u0645 \u062a\u0648\u0627\u0632\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u062a\u062d\u062f\u064a\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0633\u0631\u0637\u0627\u0646 \u0627\u0644\u062b\u062f\u064a\u060c \u0625\u0630 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u062d\u064a\u0632\u0629 \u0644\u0635\u0627\u0644\u062d \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u063a\u0627\u0644\u0628\u0629. \u062a\u0628\u062d\u062b \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u062b\u0631 \u062a\u0642\u0646\u064a\u0629 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062a\u0643\u064a\u0641\u064a\u0629 (ADASYN) \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0622\u0644\u064a \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0633\u0631\u0637\u0627\u0646 \u0627\u0644\u062b\u062f\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u201cCoimbra\u201d. \u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0642\u064a\u064a\u0645 36 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 (\u0645\u0646\u0647\u0627 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0648(SVM) \u0648(KNN) \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u062a\u062c\u0645\u064a\u0639\u064a\u0629) \u0642\u0628\u0644 \u062a\u0637\u0628\u064a\u0642 ADASYN \u0648\u0628\u0639\u062f\u0647\u060c \u0645\u0639 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u062f\u0642\u0629 \u0643\u0645\u0642\u064a\u0627\u0633 \u0631\u0626\u064a\u0633. \u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062d\u0633\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0634\u0643\u0644 \u0648\u0627\u0636\u062d\u060c \u0648\u062d\u0642\u0651\u0642 \u0646\u0645\u0648\u0630\u062c Subspace KNN \u0623\u0639\u0644\u0649 \u062f\u0642\u0629 (91.7%) \u0628\u0639\u062f ADASYN\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0631\u0627\u062c\u0639\u062a \u0646\u0645\u0627\u0630\u062c \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 Linear SVM \u0648\u0628\u0639\u0636 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0645\u0627 \u064a\u0628\u0631\u0632 \u0627\u062e\u062a\u0644\u0627\u0641 \u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0628\u064a\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a. \u062a\u0624\u0643\u062f \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u0647\u0645\u064a\u0629 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a\u060c \u0648\u062a\u0648\u0635\u064a \u0628\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062a\u0642\u0646\u064a\u0627\u062a \u0647\u062c\u064a\u0646\u0629 \u0644\u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0648\u0637\u0631\u0642 \u0627\u062e\u062a\u064a\u0627\u0631 \u0633\u0645\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u062a\u0627\u0646\u0629.<\/p>\n","protected":false},"excerpt":{"rendered":"

\u064a\u064f\u0639\u062f\u0651 \u0639\u062f\u0645 \u062a\u0648\u0627\u0632\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u062a\u062d\u062f\u064a\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0633\u0631\u0637\u0627\u0646 \u0627\u0644\u062b\u062f\u064a\u060c \u0625\u0630 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u062d\u064a\u0632\u0629 \u0644\u0635\u0627\u0644\u062d \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u063a\u0627\u0644\u0628\u0629. \u062a\u0628\u062d\u062b \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u062b\u0631 \u062a\u0642\u0646\u064a\u0629 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062a\u0643\u064a\u0641\u064a\u0629 (ADASYN) \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0645 \u0622\u0644\u064a \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0633\u0631\u0637\u0627\u0646 \u0627\u0644\u062b\u062f\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u201cCoimbra\u201d. \u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0642\u064a\u064a\u0645 36 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 (\u0645\u0646\u0647\u0627 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0648(SVM) \u0648(KNN) \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u062a\u062c\u0645\u064a\u0639\u064a\u0629) \u0642\u0628\u0644 \u062a\u0637\u0628\u064a\u0642 ADASYN \u0648\u0628\u0639\u062f\u0647\u060c \u0645\u0639 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u062f\u0642\u0629 \u0643\u0645\u0642\u064a\u0627\u0633 \u0631\u0626\u064a\u0633. \u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062d\u0633\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0634\u0643\u0644 \u0648\u0627\u0636\u062d\u060c \u0648\u062d\u0642\u0651\u0642 \u0646\u0645\u0648\u0630\u062c Subspace KNN \u0623\u0639\u0644\u0649 \u062f\u0642\u0629 (91.7%) \u0628\u0639\u062f ADASYN\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0631\u0627\u062c\u0639\u062a \u0646\u0645\u0627\u0630\u062c \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 Linear SVM \u0648\u0628\u0639\u0636 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0645\u0627 \u064a\u0628\u0631\u0632 \u0627\u062e\u062a\u0644\u0627\u0641 \u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u0628\u064a\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a. \u062a\u0624\u0643\u062f \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u0647\u0645\u064a\u0629 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a\u060c \u0648\u062a\u0648\u0635\u064a \u0628\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u062a\u0642\u0646\u064a\u0627\u062a \u0647\u062c\u064a\u0646\u0629 \u0644\u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0648\u0637\u0631\u0642 \u0627\u062e\u062a\u064a\u0627\u0631 \u0633\u0645\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u062a\u0627\u0646\u0629.<\/p>\n","protected":false},"featured_media":999276,"template":"","faculty":[],"department":[],"academic_year":[],"semester":[],"graduate_program":[],"research_area":[],"class_list":["post-994675","published_article","type-published_article","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"\nImproving Breast Cancer Prediction Using Adaptive Synthetic Sampling | IUTT<\/title>\n<meta name=\"description\" content=\"Ayman Alsabry et al. investigate the impact of Adaptive Synthetic Sampling (ADASYN) on improving early breast cancer prediction.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling | IUTT\" \/>\n<meta property=\"og:description\" content=\"Explore this medical AI study by Ayman Alsabry et al. using Adaptive Synthetic Sampling to enhance breast cancer diagnostics.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/\" \/>\n<meta property=\"og:site_name\" content=\"International University of Technology Twintech\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/TWINTECH.UNIVERSITY\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-07T09:31:26+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling | IUTT\" \/>\n<meta name=\"twitter:description\" content=\"Explore this medical AI study by Ayman Alsabry et al. using Adaptive Synthetic Sampling to enhance breast cancer diagnostics.\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\\\/\",\"url\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\\\/\",\"name\":\"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling | IUTT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/iutt.edu.ye\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/No-posts-found.png\",\"datePublished\":\"2025-12-22T21:28:08+00:00\",\"dateModified\":\"2026-07-07T09:31:26+00:00\",\"description\":\"Ayman Alsabry et al. investigate the impact of Adaptive Synthetic Sampling (ADASYN) on improving early breast cancer prediction.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\\\/#breadcrumb\"},\"inLanguage\":\"ar\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\\\/#primaryimage\",\"url\":\"https:\\\/\\\/iutt.edu.ye\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/No-posts-found.png\",\"contentUrl\":\"https:\\\/\\\/iutt.edu.ye\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/No-posts-found.png\",\"width\":1536,\"height\":1024,\"caption\":\"No posts found\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Published Articles\",\"item\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/published-articles\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling: A Study on the Coimbra Dataset\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/#website\",\"url\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/\",\"name\":\"International University of Technology Twintech\",\"description\":\"Dedicated Theme for Schools, Colleges & Universities\",\"publisher\":{\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/#organization\"},\"alternateName\":\"IUTT\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ar\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/#organization\",\"name\":\"International University of Technology Twintech\",\"alternateName\":\"IUTT\",\"url\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ar\",\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/iutt.edu.ye\\\/wp-content\\\/uploads\\\/2020\\\/02\\\/iutt-logo-white-bg.webp\",\"contentUrl\":\"https:\\\/\\\/iutt.edu.ye\\\/wp-content\\\/uploads\\\/2020\\\/02\\\/iutt-logo-white-bg.webp\",\"width\":400,\"height\":385,\"caption\":\"International University of Technology Twintech\"},\"image\":{\"@id\":\"https:\\\/\\\/iutt.edu.ye\\\/ar\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/TWINTECH.UNIVERSITY\",\"https:\\\/\\\/www.instagram.com\\\/iutt_yemen\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling | IUTT","description":"Ayman Alsabry et al. investigate the impact of Adaptive Synthetic Sampling (ADASYN) on improving early breast cancer prediction.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/","og_locale":"ar_AR","og_type":"article","og_title":"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling | IUTT","og_description":"Explore this medical AI study by Ayman Alsabry et al. using Adaptive Synthetic Sampling to enhance breast cancer diagnostics.","og_url":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/","og_site_name":"International University of Technology Twintech","article_publisher":"https:\/\/www.facebook.com\/TWINTECH.UNIVERSITY","article_modified_time":"2026-07-07T09:31:26+00:00","twitter_card":"summary_large_image","twitter_title":"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling | IUTT","twitter_description":"Explore this medical AI study by Ayman Alsabry et al. using Adaptive Synthetic Sampling to enhance breast cancer diagnostics.","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/","url":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/","name":"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling | IUTT","isPartOf":{"@id":"https:\/\/iutt.edu.ye\/ar\/#website"},"primaryImageOfPage":{"@id":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/#primaryimage"},"image":{"@id":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/#primaryimage"},"thumbnailUrl":"https:\/\/iutt.edu.ye\/wp-content\/uploads\/2026\/01\/No-posts-found.png","datePublished":"2025-12-22T21:28:08+00:00","dateModified":"2026-07-07T09:31:26+00:00","description":"Ayman Alsabry et al. investigate the impact of Adaptive Synthetic Sampling (ADASYN) on improving early breast cancer prediction.","breadcrumb":{"@id":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/#breadcrumb"},"inLanguage":"ar","potentialAction":[{"@type":"ReadAction","target":["https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/"]}]},{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/#primaryimage","url":"https:\/\/iutt.edu.ye\/wp-content\/uploads\/2026\/01\/No-posts-found.png","contentUrl":"https:\/\/iutt.edu.ye\/wp-content\/uploads\/2026\/01\/No-posts-found.png","width":1536,"height":1024,"caption":"No posts found"},{"@type":"BreadcrumbList","@id":"https:\/\/iutt.edu.ye\/ar\/published-articles\/improving-breast-cancer-prediction-using-adaptive-synthetic-sampling-a-study-on-the-coimbra-dataset\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/iutt.edu.ye\/ar\/"},{"@type":"ListItem","position":2,"name":"Published Articles","item":"https:\/\/iutt.edu.ye\/ar\/published-articles\/"},{"@type":"ListItem","position":3,"name":"Improving Breast Cancer Prediction Using Adaptive Synthetic Sampling: A Study on the Coimbra Dataset"}]},{"@type":"WebSite","@id":"https:\/\/iutt.edu.ye\/ar\/#website","url":"https:\/\/iutt.edu.ye\/ar\/","name":"International University of Technology Twintech","description":"Dedicated Theme for Schools, Colleges & Universities","publisher":{"@id":"https:\/\/iutt.edu.ye\/ar\/#organization"},"alternateName":"IUTT","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/iutt.edu.ye\/ar\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ar"},{"@type":"Organization","@id":"https:\/\/iutt.edu.ye\/ar\/#organization","name":"International University of Technology Twintech","alternateName":"IUTT","url":"https:\/\/iutt.edu.ye\/ar\/","logo":{"@type":"ImageObject","inLanguage":"ar","@id":"https:\/\/iutt.edu.ye\/ar\/#\/schema\/logo\/image\/","url":"https:\/\/iutt.edu.ye\/wp-content\/uploads\/2020\/02\/iutt-logo-white-bg.webp","contentUrl":"https:\/\/iutt.edu.ye\/wp-content\/uploads\/2020\/02\/iutt-logo-white-bg.webp","width":400,"height":385,"caption":"International University of Technology Twintech"},"image":{"@id":"https:\/\/iutt.edu.ye\/ar\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/TWINTECH.UNIVERSITY","https:\/\/www.instagram.com\/iutt_yemen"]}]}},"_links":{"self":[{"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/published_article\/994675","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/published_article"}],"about":[{"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/types\/published_article"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/media\/999276"}],"wp:attachment":[{"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/media?parent=994675"}],"wp:term":[{"taxonomy":"faculty","embeddable":true,"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/faculty?post=994675"},{"taxonomy":"department","embeddable":true,"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/department?post=994675"},{"taxonomy":"academic_year","embeddable":true,"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/academic_year?post=994675"},{"taxonomy":"semester","embeddable":true,"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/semester?post=994675"},{"taxonomy":"graduate_program","embeddable":true,"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/graduate_program?post=994675"},{"taxonomy":"research_area","embeddable":true,"href":"https:\/\/iutt.edu.ye\/ar\/wp-json\/wp\/v2\/research_area?post=994675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}