{"id":3374,"date":"2025-03-19T09:57:03","date_gmt":"2025-03-19T09:27:03","guid":{"rendered":"https:\/\/uomisan.edu.iq\/ecc\/?p=3374"},"modified":"2025-03-23T07:40:09","modified_gmt":"2025-03-23T07:10:09","slug":"%d8%a8%d8%a7%d8%ad%d8%ab%d9%88%d9%86-%d9%85%d9%86-%d8%ac%d8%a7%d9%85%d8%b9%d8%a9-%d9%85%d9%8a%d8%b3%d8%a7%d9%86","status":"publish","type":"post","link":"https:\/\/uomisan.edu.iq\/ecc\/archives\/3374","title":{"rendered":"\u0628\u0627\u062d\u062b\u0648\u0646 \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3374\" class=\"elementor elementor-3374\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7f2582e e-flex e-con-boxed e-con e-parent\" data-id=\"7f2582e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5476f0 elementor-widget elementor-widget-image\" data-id=\"d5476f0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 05-08-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/semarakilmu.com.my\/journals\/index.php\/applied_sciences_eng_tech\/article\/view\/13569\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/uomisan.edu.iq\/ecc\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-03-19-at-11.55.27-AM-1024x576.jpeg\" class=\"attachment-large size-large wp-image-3376\" alt=\"\" srcset=\"https:\/\/uomisan.edu.iq\/ecc\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-03-19-at-11.55.27-AM-1024x576.jpeg 1024w, https:\/\/uomisan.edu.iq\/ecc\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-03-19-at-11.55.27-AM-300x169.jpeg 300w, https:\/\/uomisan.edu.iq\/ecc\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-03-19-at-11.55.27-AM-768x432.jpeg 768w, https:\/\/uomisan.edu.iq\/ecc\/wp-content\/uploads\/2025\/03\/WhatsApp-Image-2025-03-19-at-11.55.27-AM.jpeg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e2ac63 e-flex e-con-boxed e-con e-parent\" data-id=\"5e2ac63\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c393357 elementor-widget elementor-widget-heading\" data-id=\"c393357\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 05-08-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">\u0628\u0627\u062d\u062b\u0648\u0646 \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646 \u064a\u0646\u0634\u0631\u0648\u0646 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u064f\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 Scopus\n\u0634\u0627\u0631\u0643 \u0641\u064a \u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0628\u062d\u062b\u064a \u0643\u0644\u0627\u064b \u0645\u0646:\n\u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0639\u0644\u064a \u0639\u0628\u062f \u0627\u0644\u0631\u0636\u0627 \u0631\u0634\u064a\u062f (\u0645\u062f\u064a\u0631 \u0645\u0631\u0643\u0632 \u0627\u0644\u062d\u0627\u0633\u0628\u0629 \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629).\n\u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0625\u0633\u0631\u0627\u0621 \u0631\u0645\u0636\u0627\u0646 \u0633\u0644\u0645\u0627\u0646 (\u0643\u0644\u064a\u0629 \u0627\u0644\u0635\u064a\u062f\u0644\u0629).\n\u0627\u0644\u0645\u062f\u0631\u0633 \u0633\u064a\u0641 \u0627\u0644\u062f\u064a\u0646 \u062d\u0633\u0646 \u062d\u0633\u0627\u0646 (\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f).\n\n\u0648\u062a\u0645 \u0646\u0634\u0631 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a \u0628\u0639\u0646\u0648\u0627\u0646:\n(Efficient Human Activity Recognition using PCA Dimensionality Reduction and GWO-Enhanced LSTM)\n\u0641\u064a \u0645\u062c\u0644\u0629 Journal of Advanced Research in Applied Sciences and Engineering Technology \u0627\u0644\u0645\u064f\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u062b\u0627\u0646\u064a (Q2) \u0641\u064a \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a Scopus\u060c \u0648\u062a\u0645\u062a\u0644\u0643 \u0627\u0644\u0645\u062c\u0644\u0629 \u0645\u064f\u0639\u0627\u0645\u0644 \u062a\u0623\u062b\u064a\u0631 (Impact Factor) \u064a\u0642\u062f\u0631 \u0628\u0640 (1.3).\n\n\u0645\u0644\u062e\u0635 \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0639\u0644\u0645\u064a:\n\u062d\u0642\u0642 \u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0628\u062d\u062b\u064a \u0625\u0646\u062c\u0627\u0632\u064b\u0627 \u0646\u0648\u0639\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 (Human Activity Recognition - HAR)\u060c \u0639\u0628\u0631 \u062a\u0637\u0648\u064a\u0631 \u0645\u0646\u0647\u062c\u064a\u0629 \u0645\u0628\u062a\u0643\u0631\u0629 \u062a\u062c\u0645\u0639 \u0628\u064a\u0646:\n\n\u2022\t\u062a\u0642\u0646\u064a\u0629 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 (PCA).\n\u2022\t\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062f\u0649 (LSTM) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0630\u0626\u0628 \u0627\u0644\u0631\u0645\u0627\u062f\u064a (Grey Wolf Optimizer - GWO).\n\u0648\u064a\u0633\u0647\u0645 \u0647\u0630\u0627 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u0642\u0646\u064a \u0641\u064a \u0631\u0641\u0639 \u0643\u0641\u0627\u0621\u0629 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0645\u062b\u0644:\n\u2022\t\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629.\n\u2022\t\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0646\u0627\u0632\u0644 \u0627\u0644\u0630\u0643\u064a\u0629 (Smart Homes).\n\u2022\t\u062d\u0644\u0648\u0644 \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629.\n\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0628\u0627\u0631\u0632\u0629:\n\u0623\u0638\u0647\u0631\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0646\u062a\u0627\u0626\u062c \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0628\u0644\u063a\u062a \u062f\u0642\u0629 \u062a\u0646\u0628\u0624 \u0628\u0646\u0633\u0628\u0629 98.95%\u060c \u0645\u0645\u0627 \u064a\u064f\u0645\u0647\u062f \u0627\u0644\u0637\u0631\u064a\u0642 \u0644\u062a\u0637\u0648\u064a\u0631 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0641\u064a \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062d\u0631\u0643\u064a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629.\n\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0628\u062d\u062b:\n\u064a\u064f\u0628\u0631\u0632 \u0627\u0644\u0628\u062d\u062b \u0623\u0646 \u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u064a\u064f\u0639\u0632\u0632 \u0642\u062f\u0631\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0628\u0634\u0631\u064a \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0641\u062a\u062d \u0622\u0641\u0627\u0642\u064b\u0627 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0628\u062a\u0643\u0631\u0629 \u0641\u064a \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629\u060c \u0648\u064a\u064f\u0639\u062f \u062e\u0637\u0648\u0629 \u0645\u062a\u0642\u062f\u0645\u0629 \u0646\u062d\u0648 \u062d\u0644\u0648\u0644 \u0630\u0643\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u064a\u0631.\n\n\u25b8 \u0631\u0627\u0628\u0637 \u0627\u0644\u0628\u062d\u062b \u0644\u0644\u0627\u0637\u0644\u0627\u0639:\nhttps:\/\/semarakilmu.com.my\/journals\/index.php\/applied_sciences_eng_tech\/article\/view\/13569<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u0628\u0627\u062d\u062b\u0648\u0646 \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0645\u064a\u0633\u0627\u0646 \u064a\u0646\u0634\u0631\u0648\u0646 \u0628\u062d\u062b\u064b\u0627 \u0639\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0644\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0645\u064f\u0635\u0646\u0641\u0629 \u0636\u0645\u0646 Scopus \u0634\u0627\u0631\u0643 \u0641\u064a \u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0628\u062d\u062b\u064a \u0643\u0644\u0627\u064b \u0645\u0646: \u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0639\u0644\u064a \u0639\u0628\u062f \u0627\u0644\u0631\u0636\u0627 \u0631\u0634\u064a\u062f (\u0645\u062f\u064a\u0631 \u0645\u0631\u0643\u0632 \u0627\u0644\u062d\u0627\u0633\u0628\u0629 \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629). \u0627\u0644\u0645\u062f\u0631\u0633 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0625\u0633\u0631\u0627\u0621 \u0631\u0645\u0636\u0627\u0646 \u0633\u0644\u0645\u0627\u0646 (\u0643\u0644\u064a\u0629 \u0627\u0644\u0635\u064a\u062f\u0644\u0629). \u0627\u0644\u0645\u062f\u0631\u0633 \u0633\u064a\u0641 \u0627\u0644\u062f\u064a\u0646 \u062d\u0633\u0646 \u062d\u0633\u0627\u0646 (\u0643\u0644\u064a\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f). \u0648\u062a\u0645 \u0646\u0634\u0631 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a \u0628\u0639\u0646\u0648\u0627\u0646: (Efficient Human Activity Recognition using [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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