{"id":3181,"date":"2020-12-01T11:34:55","date_gmt":"2020-12-01T03:34:55","guid":{"rendered":"https:\/\/www.ukm.my\/jkees\/?page_id=3181"},"modified":"2021-04-28T14:29:14","modified_gmt":"2021-04-28T06:29:14","slug":"predictive-analytic","status":"publish","type":"page","link":"https:\/\/www.ukm.my\/jkees\/predictive-analytic\/","title":{"rendered":"Predictive Analytic"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3181\" class=\"elementor elementor-3181\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-97cb0b0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"97cb0b0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-65a8123a\" data-id=\"65a8123a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-55eb61d2 elementor-widget elementor-widget-heading\" data-id=\"55eb61d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Predictive Analytic Research<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-16707847 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"16707847\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b064b18\" data-id=\"b064b18\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3cbe6c19 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3cbe6c19\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-67ea77e9\" data-id=\"67ea77e9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-45037e34 premium-header-inline premium-lq__none premium-box-lq__none elementor-widget elementor-widget-premium-addon-dual-header\" data-id=\"45037e34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"premium-addon-dual-header.default\">\n\t\t\t\t\t\n\t\t<div class=\"elementor-widget-container\">\n\t\t<div class=\"premium-dual-header-wrapper\">\n\t\t\t\t\t<h2 class=\"premium-dual-header-first-header  gradient\"><span class=\"premium-dual-header-first-span\">Machine Learning, Deep Neural Network, Intelligent Systems,  <\/span><span class=\"premium-dual-header-second-header \">Iot Related Healthcare Technology, Medical Image Analysis<\/span><\/h2> \t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d54ed50 elementor-widget elementor-widget-text-editor\" data-id=\"3d54ed50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The Predictive Analytic Research Group is a part of the Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia. This group aims to undergo research in making and improvising predictions about future outcomes based on statistical modelling and algorithm from predictive modelling, machine learning and data mining. The science of predictive analytic can go beyond knowing what the best appraisal is to produce future insight with the significant degree of precision.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-29ee594d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29ee594d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d88ff67\" data-id=\"d88ff67\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5778c8fe elementor-widget elementor-widget-premium-img-gallery\" data-id=\"5778c8fe\" data-element_type=\"widget\" data-e-type=\"widget\" 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data-widget_type=\"premium-img-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t<div id=\"premium-img-gallery-5778c8fe\" class=\"elementor-invisible premium-img-gallery premium-img-gallery-metro zoomin premium-gallery-icon-show\">\n\t\t\n\t\t<div class=\"premium-gallery-container\" data-settings=\"{&quot;img_size&quot;:&quot;metro&quot;,&quot;filter&quot;:&quot;&quot;,&quot;theme&quot;:&quot;pp_default&quot;,&quot;active_cat&quot;:&quot;*&quot;,&quot;ltr_mode&quot;:true,&quot;shuffle&quot;:false,&quot;sort_by&quot;:&quot;original-order&quot;,&quot;skin&quot;:&quot;default&quot;,&quot;light_box&quot;:&quot;yes&quot;,&quot;lightbox_type&quot;:&quot;default&quot;,&quot;overlay&quot;:true}\">\n\n\t\t\t\t\t\t\t<div class=\"grid-sizer\"><\/div>\n\t\t\t\t\t\t\t\t<div class=\"premium-gallery-item elementor-repeater-item-62a5656 photonic\">\n\t\t\t\t<div class=\"pa-gallery-img default\" onclick=\"\">\n\t\t\t\t\t<div class=\"pa-gallery-img-container\">\n\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"350\" src=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/People.jpg\" class=\"attachment-full size-full wp-image-3186\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/People.jpg 500w, https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/People-300x210.jpg 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"pa-gallery-icons-wrapper\">\n\t\t\t\t\t\t\t\t<div class=\"pa-gallery-icons-inner-container\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<a class=\"pa-gallery-magnific-image\" href=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/People.jpg\" data-rel=\"prettyPhoto[premium-grid-5778c8fe]\">\n\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-search\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"premium-gallery-caption\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"premium-gallery-img-name\">People<\/span>\n\t\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<a class=\"pa-gallery-whole-link\" href=\"#people-photonic\">\n\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\tPeople\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"premium-gallery-item elementor-repeater-item-ee8d831 photonic\">\n\t\t\t\t<div class=\"pa-gallery-img default\" onclick=\"\">\n\t\t\t\t\t<div class=\"pa-gallery-img-container\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"300\" src=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/Research.jpg\" class=\"attachment-full size-full wp-image-3187\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/Research.jpg 400w, https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/Research-300x225.jpg 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"pa-gallery-icons-wrapper\">\n\t\t\t\t\t\t\t\t<div class=\"pa-gallery-icons-inner-container\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<a class=\"pa-gallery-magnific-image\" href=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/Research.jpg\" data-rel=\"prettyPhoto[premium-grid-5778c8fe]\">\n\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-search\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"premium-gallery-caption\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"premium-gallery-img-name\">Research<\/span>\n\t\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<a class=\"pa-gallery-whole-link\" href=\"#research-photonic\">\n\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\tResearch\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"premium-gallery-item elementor-repeater-item-541b76a photonic\">\n\t\t\t\t<div class=\"pa-gallery-img default\" onclick=\"\">\n\t\t\t\t\t<div class=\"pa-gallery-img-container\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"400\" height=\"300\" src=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/News.jpg\" class=\"attachment-full size-full wp-image-3188\" alt=\"\" srcset=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/News.jpg 400w, https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/News-300x225.jpg 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"pa-gallery-icons-wrapper\">\n\t\t\t\t\t\t\t\t<div class=\"pa-gallery-icons-inner-container\">\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t<a class=\"pa-gallery-magnific-image\" href=\"https:\/\/www.ukm.my\/jkees\/wp-content\/uploads\/2020\/12\/News.jpg\" data-rel=\"prettyPhoto[premium-grid-5778c8fe]\">\n\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-search\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"premium-gallery-caption\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"premium-gallery-img-name\">News<\/span>\n\t\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<a class=\"pa-gallery-whole-link\" href=\"#news-photonic\">\n\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\tNews\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\n\t<\/div>\n\n\t\t\n\t\t\t\t<style>\n\t\t\t@media( min-width: 1px ) and ( max-width:767px ) {\n\t\t\t\t#premium-img-gallery-5778c8fe .premium-gallery-caption {\n\t\t\t\t\tdisplay: none;\n\t\t\t\t}\n\t\t\t}\n\t\t<\/style>\n\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f995c5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f995c5\" data-element_type=\"section\" data-e-type=\"section\" id=\"people-photonic\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c1e9824\" data-id=\"c1e9824\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3135fe3b premium-title-center premium-title-color elementor-widget elementor-widget-premium-addon-title\" data-id=\"3135fe3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"premium-addon-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"premium-title-wrapper\">\n\t\t\t<div class=\"premium-title-container\">\n\t\t\t\t<h2 class=\"premium-title-header premium-title-style4\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"premium-title-text\">\n\t\t\t\t\t\tPEOPLE\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/h2>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69bf544d elementor-widget elementor-widget-eael-advanced-data-table\" data-id=\"69bf544d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-advanced-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ea-advanced-data-table-wrap\" data-id=\"69bf544d\"><div class=\"ea-advanced-data-table-wrap-inner\">\n                <table class=\"ea-advanced-data-table ea-advanced-data-table-static ea-advanced-data-table-69bf544d\" data-id=\"69bf544d\"><thead><tr><th style=\"width: 250px\"><p>Name\t<\/p><\/th><th style=\"width: 176px\"><p>Position<\/p><\/th><th style=\"width: 360px\"><p>Expertise<\/p><\/th><th><p>Email<\/p><\/th><\/tr><\/thead><tbody><tr><td><p><a href=\"https:\/\/ukmsarjana.ukm.my\/main\/lihat_profil\/SzAxNjgxOA==\" target=\"_blank\">Assoc. Prof. Dr. Wan Mimi Diyana Wan Zaki<\/a><\/p><\/td><td><p>Head of Group<\/p><\/td><td><p>Biomedical Imaging<\/p><p>Digital Image Processing<\/p><\/td><td><p>wmdiyana [at] ukm.edu.my<\/p><\/td><\/tr><tr><td><p><a href=\"https:\/\/ukmsarjana.ukm.my\/main\/lihat_profil\/SzAwNTU5NA==\" target=\"_blank\">Prof. Dr. Aini Hussain<\/a><\/p><\/td><td><p>Academic Staff<\/p><\/td><td><p>Pattern Recognition<\/p><p>Computer Vision<\/p><p>Machine learning<\/p><p>Computational Intelligence &amp; Signal Processing <\/p><p>Power Quality<\/p><\/td><td><p>draini [at] ukm.edu.my<\/p><\/td><\/tr><tr><td><p><a href=\"https:\/\/ukmsarjana.ukm.my\/main\/lihat_profil\/SzAxNjcwOA==\" target=\"_blank\">Assoc. Prof. Ir. Dr. Nazrul Anuar Nayan<\/a><\/p><\/td><td><p>Academic Staff<\/p><\/td><td><p><span>Biomedical Instrumentation &amp; Signal Processing<\/span><\/p><p><span>Application of Graphene<\/span><\/p><\/td><td><p>nazrul [at] ukm.edu.my<\/p><\/td><\/tr><tr><td><p><a href=\"https:\/\/ukmsarjana.ukm.my\/main\/lihat_profil\/SzAxNjczMw==\" target=\"_blank\">Dr. Aqilah Baseri Huddin<\/a><\/p><\/td><td><p>Academic Staff<\/p><\/td><td><p><span>Image Processing<\/span><\/p><p><span>Artificial Intelligence<\/span><\/p><p><span>Deep Learning Network<\/span><\/p><\/td><td><p>aqilah [at] ukm.edu.my<\/p><\/td><\/tr><tr><td><p><a href=\"https:\/\/ukmsarjana.ukm.my\/main\/lihat_profil\/SzAyMTgyNA==\" target=\"_blank\">Dr. Noraishikin Zulkarnain<\/a><\/p><\/td><td><p>Academic Staff<\/p><\/td><td><p><span>Control System <\/span><\/p><p><span>Biomedical Engineering (Image Processing)<\/span><\/p><p><span><span class=\"ql-cursor\">\ufeff<\/span>Vehicle Dynamics<\/span><\/p><\/td><td><p>shikinzulkarnain [at] ukm.edu.my<\/p><\/td><\/tr><tr><td><p>Aziah Ali<\/p><\/td><td><p>PhD Student<\/p><\/td><td><p>TBA<\/p><\/td><td><p>P84141 [at] siswa.ukm.edu.my<\/p><\/td><\/tr><tr><td><p>Laily Azyan Ramlan<\/p><\/td><td><p>Master Student<\/p><\/td><td><p>TBA<\/p><\/td><td><p>P102323 [at] siswa.ukm.edu.my<\/p><\/td><\/tr><tr><td><p>Marwah Mohammed Mosa<\/p><\/td><td><p>Master Student<\/p><\/td><td><p>TBA<\/p><\/td><td><p>P102064 [at] siswa.ukm.edu.my<\/p><\/td><\/tr><tr><td><p>Assyareefah Hudaibah Saad<\/p><\/td><td><p>Master Student<\/p><\/td><td><p>TBA<\/p><\/td><td><p>P106549 [at] siswa.ukm.edu.my<\/p><\/td><\/tr><tr><td><p>Asma' Amirah Nazarudin<\/p><\/td><td><p>Master Student<\/p><\/td><td><p><span>Combinatorial Collinear and Triangle Equations for Ovarian Ultrasound Image Segmentation to identify Follicle<\/span><\/p><\/td><td><p><span>p102835@siswa.ukm.edu.my<\/span><\/p><\/td><\/tr><tr><td><p class=\"ql-align-center\">Nurul Syahira Mohamad Zamani<\/p><\/td><td><p>Research Assistant<\/p><\/td><td><p>TBA<\/p><\/td><td><p>P94556 [at] siswa.ukm.edu.my<\/p><\/td><\/tr><\/tbody><\/table>\n            <\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-605c9e0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"605c9e0d\" data-element_type=\"section\" data-e-type=\"section\" id=\"research-photonic\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-755b3b29\" data-id=\"755b3b29\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-27b24360 premium-title-center premium-title-color elementor-widget elementor-widget-premium-addon-title\" data-id=\"27b24360\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"research-photonic\" data-widget_type=\"premium-addon-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"premium-title-wrapper\">\n\t\t\t<div class=\"premium-title-container\">\n\t\t\t\t<h2 class=\"premium-title-header premium-title-style4\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"premium-title-text\">\n\t\t\t\t\t\tReSEARCH\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/h2>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2622a8 elementor-widget elementor-widget-text-editor\" data-id=\"e2622a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><span style=\"text-decoration: underline; color: #000000;\"><strong>Current research projects :<\/strong><\/span><\/h2><ol><li>Kaedah Penggredan Katarak Secara Automatik menggunakan Imej Mata Terangkum Hadapan<\/li><li>Pengesanan Automatik Buah Pinggang Kronik Menggunakan Pengukuran Vaskular Imej Retina<\/li><li>Kaedah Kombinatori Hutan Rawak dengan Penuras Frangi dan B-Cosfire untuk Pengesanan Salur Darah Retina<\/li><li>Pembangunan Kaedah Automasi Bioimej Unit Pembentuk Koloni Sel Stem<\/li><li>myMata: A Connected Ocular Disease Screening System<\/li><li>Combinatorial Collinear and Triangle Equations for Ovarian Ultrasound Image Segmentation to identify Follicle<\/li><\/ol>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-27b1f2e3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"27b1f2e3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-44ecd2a3\" data-id=\"44ecd2a3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-404129d8 premium-title-center premium-title-color elementor-widget elementor-widget-premium-addon-title\" data-id=\"404129d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"premium-addon-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"premium-title-wrapper\">\n\t\t\t<div class=\"premium-title-container\">\n\t\t\t\t<h2 class=\"premium-title-header premium-title-style4\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"premium-title-text\">\n\t\t\t\t\t\tRecent Publications\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/h2>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5430cea elementor-widget elementor-widget-eael-advanced-data-table\" data-id=\"5430cea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-advanced-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ea-advanced-data-table-wrap\" data-id=\"5430cea\"><div class=\"ea-advanced-data-table-search-wrap ea-advanced-data-table-search-right\"><input type=\"search\" placeholder=\"Search\" class=\"ea-advanced-data-table-search\"><\/div><div class=\"ea-advanced-data-table-wrap-inner\">\n                <table class=\"ea-advanced-data-table ea-advanced-data-table-static ea-advanced-data-table-5430cea ea-advanced-data-table-sortable ea-advanced-data-table-searchable\" data-id=\"5430cea\"><thead><tr><th><p>Article Information<\/p><\/th><th>Authors<\/th><\/tr><\/thead><tbody><tr><td><p><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9222062\" target=\"_blank\">Automated Pterygium Detection Using Deep Neural Network.<\/a><\/p><\/td><td>N Syahira M Zamani, W Mimi Diyana W Zaki, Aqilah Baseri Huddin, Aini Hussain, Haliza Abdul Mutalib, Aziah Ali.<\/td><\/tr><tr><td><p><a href=\"https:\/\/ieeexplore.ieee.org\/document\/9151118\" target=\"_blank\">Keratoconus Detection Using The Fusion Features Of Anterior And Lateral Segment Photographed Images.&nbsp;<\/a><\/p><\/td><td>Marizuana M. Daud, W. Mimi Diyana W. Zaki, Aini Hussain And Haliza A. Mutalib.<\/td><\/tr><tr><td><p><a href=\"https:\/\/peerj.com\/articles\/10346\/\" target=\"_blank\">Stem Cell Imaging Through Convolutional Neural Networks Current Issues and Future Directions in Artificial Intelligence Technology.<\/a><\/p><\/td><td>Ramanaesh Rao Ramakrishna,Zariyantey Abd Hamid,Wan Mimi Diyana Wan Zaki, Aqilah Baseri Huddin,Ramya Mathialagan.&nbsp;<\/td><\/tr><tr><td><p><a href=\"https:\/\/ieeexplore.ieee.org\/document\/9066949\" target=\"_blank\">Hybrid Automatic Lung Segmentation on Chest Ct Scans.<\/a><\/p><\/td><td>Tao Peng, Thomas Canhao Xu, Yihuai Wang, Hailing Zhou, Sema Candemir, Wan Mimi Wan Mimi Diyana Wan Zaki, Shano-Jang Ruan, Jing Wang, Xinijian Chen.<\/td><\/tr><tr><td><p><a href=\"https:\/\/beei.org\/index.php\/eei\/article\/view\/2524\" target=\"_blank\">A Fast-Specular Reflection Removal Based On Pixels Properties Method.<\/a><\/p><\/td><td>Shahrizan Jamaludin, Nasharuddin Zainal, W. Mimi Diyana W. Zaki.&nbsp;<\/td><\/tr><tr><td><p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/s1877050919321544\" target=\"_blank\">Automated Corneal Segmentation of Anterior Segment Photographed Images Using Centroid-Based Active Contour Model.<\/a><\/p><\/td><td>Marizuana M. Daud, W. Mimi Diyana W. Zaki , Aini Hussain, Haliza Mutalib, M. Hanif Md Saad, Aishah Razak<\/td><\/tr><tr><td><p><a href=\"https:\/\/nazrulanuar.com\/author\/wp-content\/uploads\/2020\/11\/processes-08-01460.pdf?189db0&amp;189db0\" target=\"_blank\">Denoising of Hydrogen Evolution Acoustic Emission Signal Based on Non-Decimated Stationary Wavelet Transform<\/a><\/p><\/td><td>May, Z., Alam, M. K., Rahman, N. A. A., Mahmud M. S., Nayan, N. A.<\/td><\/tr><tr><td><p><a href=\"https:\/\/nazrulanuar.com\/author\/wp-content\/uploads\/2020\/06\/13569-50261-1-pb.pdf?189db0&amp;189db0\" target=\"_blank\">Cardiovascular Disease Prediction from Electrocardiogram by using Machine Learning<\/a><\/p><\/td><td>Nayan, N. A., A. Hamid, H. et. al.<\/td><\/tr><tr><td><p><a href=\"https:\/\/www.researchgate.net\/publication\/ 338469415_automated_pterygium_detection_in_anterior_segment_photographed_ images_using_deep_convolutional_neural_network\" target=\"_blank\">Automated Pterygium Detection in Anterior Segment Photographed Images Using Deep Convolutional Neural Network<\/a><\/p><\/td><td>Assyareefah Hudaibah Saad, N Syahira M Zamani, W Mimi Diyana W Zaki, Aqilah Baseri Huddin, Aini Hussain<\/td><\/tr><tr><td><p><a href=\"https:\/\/www.researchgate.net\/publication\/330884160_cbir- dsn_integrating_clustering_and_retrieval_platforms_for_disk _space_narrowing_degradation_assessment\" target=\"_blank\">CBIRDSN: Integrating Clustering and Retrieval Platforms for Disk Space Narrowing Degradation Assessment, Multimedia Tools and Applications<\/a><\/p><\/td><td>Aouache Mustapha, Aini Hussain, Wan Siti Halimatul Munirah Wan Ahmad, Wan Mimi DiyanaWan Zaki, Hamzaini Abdul Hamid,<\/td><\/tr><tr><td><p><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9309595\" target=\"_blank\">An implementation of Otsu thresholding and the Chan\u2013Vese method on the PCO segmentation of ultrasound images<\/a><\/p><\/td><td><p>AA Nazarudin, N Zulkarnain, SS Mokri, WMDW Zaki, A Hussain<\/p><\/td><\/tr><tr><td><p><a href=\"https:\/\/www.beei.org\/index.php\/EEI\/article\/view\/2089\" target=\"_blank\">Review on automated follicle identification for polycystic ovarian syndrome<\/a><\/p><\/td><td><p>A A Nazarudin, Noraishikin Zulkarnain, A. Hussain, S. S. Mokri, I. N. A. M. Nordin<\/p><\/td><\/tr><\/tbody><\/table>\n            <\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-302a3395 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"302a3395\" data-element_type=\"section\" data-e-type=\"section\" id=\"news-photonic\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-41a22b4b\" data-id=\"41a22b4b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4aa6050b premium-title-center premium-title-color elementor-widget elementor-widget-premium-addon-title\" data-id=\"4aa6050b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"premium-addon-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"premium-title-wrapper\">\n\t\t\t<div class=\"premium-title-container\">\n\t\t\t\t<h2 class=\"premium-title-header premium-title-style4\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"premium-title-text\">\n\t\t\t\t\t\tNews\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/h2>\n\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cdfed60 elementor-widget elementor-widget-eael-feature-list\" data-id=\"4cdfed60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-feature-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"-icon-position-left -tablet-icon-position-left -mobile-icon-position-left\">\n\t\t\t<ul id=\"eael-feature-list-4cdfed60\" class=\"eael-feature-list-items circle stacked  eael-feature-list-vertical\" data-layout-tablet=\"vertical\" data-layout-mobile=\"vertical\">\n\t\t\t                <li class=\"eael-feature-list-item elementor-repeater-item-61a5aa9\">\n                    \n\t\t\t\t\t\t<div class=\"eael-feature-list-icon-box\">\n\t\t\t\t\t\t\t<div class=\"eael-feature-list-icon-inner\">\n\n\t\t\t\t\t\t\t\t<span class=\"eael-feature-list-icon fl-icon-0\">\n\n\t\t<i aria-hidden=\"true\" class=\"far fa-hand-point-right\"><\/i>\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"eael-feature-list-content-box\">\n                            <h2 class=\"eael-feature-list-title\">Coming soon<\/h2>\t\t\t\t\t\t<p class=\"eael-feature-list-content\">Under construction<\/p>\n\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Predictive Analytic Research Machine Learning, Deep Neural Network, Intelligent Systems, Iot Related Healthcare Technology, Medical Image Analysis The Predictive Analytic Research Group is a part<a class=\"ut-readmore\" href=\"https:\/\/www.ukm.my\/jkees\/predictive-analytic\/\"> &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-3181","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"Predictive Analytic Research Machine Learning, Deep Neural Network, Intelligent Systems, Iot Related Healthcare Technology, Medical Image Analysis The Predictive Analytic Research Group is a part of the Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia. 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