{"id":1213,"date":"2022-12-20T12:37:29","date_gmt":"2022-12-20T12:37:29","guid":{"rendered":"https:\/\/if.unram.ac.id\/?page_id=1213"},"modified":"2025-05-05T10:36:54","modified_gmt":"2025-05-05T02:36:54","slug":"sistem-cerdas-dan-aplikasinya","status":"publish","type":"page","link":"https:\/\/if.unram.ac.id\/id\/sistem-cerdas-dan-aplikasinya\/","title":{"rendered":"Sistem Cerdas dan Aplikasinya"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"1213\" class=\"elementor elementor-1213\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4acd325 e-con-boxed e-con\" data-id=\"4acd325\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d4c0d15 elementor-widget elementor-widget-spacer\" data-id=\"d4c0d15\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.9.0 - 06-12-2022 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3983414 h2_custom_lab elementor-widget elementor-widget-heading\" data-id=\"3983414\" 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 - v3.9.0 - 06-12-2022 *\/\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\">Laboratory of Intelligence System and Applications<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c91df84 elementor-widget elementor-widget-spacer\" data-id=\"c91df84\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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-779763d e-con-boxed e-con\" data-id=\"779763d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5153feb elementor-widget elementor-widget-heading\" data-id=\"5153feb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Welcome to the Laboratory of Intelligent Systems and Applications.<p><\/p><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93f6520 elementor-widget elementor-widget-text-editor\" data-id=\"93f6520\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.9.0 - 06-12-2022 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>This laboratory offers areas of expertise that emphasize the ability of graduates to apply intelligent system methods to various application fields.<br \/><br \/>Courses in the field of intelligent systems expertise include: <br \/>&#8211; <strong>Pengolahan Citra Digital <\/strong><br \/><strong>&#8211; Artificial Neural Networks <\/strong><br \/><strong>&#8211; Artificial Intelligence <\/strong><br \/><strong>&#8211; Artificial Intelligence Applications<\/strong><br \/><strong>&#8211; Fuzzy Logic<\/strong><br \/><strong>&#8211; Pattern Recognition<\/strong><br \/><strong>&#8211; Feature Extraction.<\/strong><\/p>\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-be0a37b e-con-boxed e-con\" data-id=\"be0a37b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-30d251b elementor-widget elementor-widget-toggle\" data-id=\"30d251b\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.9.0 - 06-12-2022 *\/\n.elementor-toggle{text-align:left}.elementor-toggle .elementor-tab-title{font-weight:700;line-height:1;margin:0;padding:15px;border-bottom:1px solid #d4d4d4;cursor:pointer;outline:none}.elementor-toggle .elementor-tab-title .elementor-toggle-icon{display:inline-block;width:1em}.elementor-toggle .elementor-tab-title .elementor-toggle-icon svg{-webkit-margin-start:-5px;margin-inline-start:-5px;width:1em;height:1em}.elementor-toggle .elementor-tab-title .elementor-toggle-icon.elementor-toggle-icon-right{float:right;text-align:right}.elementor-toggle .elementor-tab-title .elementor-toggle-icon.elementor-toggle-icon-left{float:left;text-align:left}.elementor-toggle .elementor-tab-title .elementor-toggle-icon .elementor-toggle-icon-closed{display:block}.elementor-toggle .elementor-tab-title .elementor-toggle-icon .elementor-toggle-icon-opened{display:none}.elementor-toggle .elementor-tab-title.elementor-active{border-bottom:none}.elementor-toggle .elementor-tab-title.elementor-active .elementor-toggle-icon-closed{display:none}.elementor-toggle .elementor-tab-title.elementor-active .elementor-toggle-icon-opened{display:block}.elementor-toggle .elementor-tab-content{padding:15px;border-bottom:1px solid #d4d4d4;display:none}@media (max-width:767px){.elementor-toggle .elementor-tab-title{padding:12px}.elementor-toggle .elementor-tab-content{padding:12px 10px}}.e-con-inner>.elementor-widget-toggle,.e-con>.elementor-widget-toggle{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-toggle\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5111\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"elementor-tab-content-5111\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Member of Intelligent Systems Laboratory<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-5111\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-5111\"><div style=\"display: flex; justify-content: center;\"><img decoding=\"async\" src=\"https:\/\/if.unram.ac.id\/wp-content\/uploads\/2025\/05\/Struktur-Organisasi-Laboratorium-Sistem-Cerdas_001.png\" alt=\"image\" \/><\/div>\n<table>\n<tbody>\n<tr>\n<td width=\"200\"><strong>Dosen<\/strong><\/td>\n<td width=\"200\"><strong>Scopus<\/strong><\/td>\n<td width=\"200\"><strong>Google Scholar<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Prof. I Gede Pasek Suta Wijaya<\/td>\n<td width=\"200\"><a href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=23494142600\">Wijaya, I. Gede Pasek Suta &#8211; Scopus<\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.com\/citations?hl=id&amp;user=bqRGQZkAAAAJ\">\u202aI Gede Pasek Suta Wijaya &#8211; \u202aGoogle Scholar<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Dr. Ario Yudo Husodo, ST., MT<\/td>\n<td width=\"200\"><a href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=53263950600\">Husodo, Ario Yudo &#8211; Scopus <\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.com\/citations?hl=id&amp;user=jNUkwhcAAAAJ\">\u202aArio Yudo Husodo &#8211; \u202aGoogle Scholar<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Fitri Bimantoro, ST., S.Kom<\/td>\n<td width=\"200\"><a href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=56411938100\">Bimantoro, Fitri &#8211; Scopus<\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.com\/citations?hl=id&amp;user=oKgxHK0AAAAJ\">\u202aFitri Bimantoro &#8211; \u202aGoogle Scholar<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Arik Aranta<\/td>\n<td width=\"200\"><a href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=57209104347\">Aranta, Arik &#8212; Scopus <\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.com\/citations?hl=id&amp;user=FlS8ePkAAAAJ\">\u202aArik Aranta &#8211; \u202aGoogle Scholar<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Ramaditya Dwiyansaputra<\/td>\n<td width=\"200\"><a href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=58140175400\">Dwiyansaputra, Ramaditia &#8211; Scopus <\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.com\/citations?hl=id&amp;user=Z-w2E4IAAAAJ\">\u202aRamaditia Dwiyansaputra &#8211; \u202aGoogle Scholar<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Halil Akhyar<\/td>\n<td width=\"200\"><a href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=58971404600\">Akhyar, Halil &#8212; Scopus<\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.com\/citations?user=4wqAFmoAAAAJ&amp;hl=id\">Halil Akhyar &#8211; Google Scholar<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Regania Pasca Rassy<\/td>\n<td width=\"200\"><a href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=57925007600\">Rassy, Regania Pasca<\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.com\/citations?user=NEyTzGoAAAAJ&amp;hl=en\">Regania Pasca Rassy &#8211; Google Scholar<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Mohammad Zaenuddin Hamidi<\/td>\n<td width=\"200\"><a>Hamidi, Mohammad Zaenuddin<\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.co.id\/citations?user=IoIt3T4AAAAJ&amp;hl=en\">Mohammad Zaenuddin Hamidi &#8211; Google Scholar<\/a><\/td>\n<\/tr>\n<tr>\n<td width=\"200\">Pahrul Irfan<\/td>\n<td width=\"200\"><a>Irfan, Pahrul<\/a><\/td>\n<td width=\"200\"><a href=\"https:\/\/scholar.google.co.id\/citations?user=EdqYnUEAAAAJ&amp;hl=en\">Pahrul Irfan &#8211; Google Scholar<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-766527d elementor-widget elementor-widget-toggle\" data-id=\"766527d\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1241\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"elementor-tab-content-1241\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Roadmap of Intelligent Systems Laboratory<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1241\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1241\"><p><img decoding=\"async\" src=\"https:\/\/if.unram.ac.id\/wp-content\/uploads\/2023\/08\/roadmapCerdas.png\" alt=\"Roadmap\" \/><\/p><ul><li><strong>2.1.02.01 pengenalan pola citra radiografi (x-ray paru-paru)<\/strong><\/li><li><strong>2.1.02.02 pengenalan pola citra THT<\/strong><\/li><li><strong>4.1.02.01 pemrosesan suara bahasa sasak<\/strong><\/li><li><strong>4.1.02.02 Pengenalan Tulisan tangan aksara Bima\u00a0<\/strong><\/li><li><strong>4.1.05.01 sistem lampu lalu lintas cerdas<\/strong><\/li><li><strong>5.4.6.01 anti spoofing face recognition<\/strong><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a0d3df elementor-widget elementor-widget-toggle\" data-id=\"5a0d3df\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-9441\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"elementor-tab-content-9441\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"\" class=\"elementor-toggle-title\">Standard Operating Procedure<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-9441\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-9441\"><div style=\"margin-left: 20px\"><img decoding=\"async\" src=\"https:\/\/if.unram.ac.id\/wp-content\/uploads\/2025\/05\/Sop-dan-tatatertib-lab-1.png\" alt=\"sop\" width=\"60%\" \/><\/div><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\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\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Laboratory of Intelligence System and Applications Welcome to the Laboratory of Intelligent Systems and Applications. This laboratory offers areas of expertise that emphasize the ability of graduates to apply intelligent system methods to various application fields. Courses in the field of intelligent systems expertise include: &#8211; Digital Image Processing &#8211; Artificial Neural Networks &#8211; Artificial [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-1213","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/if.unram.ac.id\/id\/wp-json\/wp\/v2\/pages\/1213","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/if.unram.ac.id\/id\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/if.unram.ac.id\/id\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/if.unram.ac.id\/id\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/if.unram.ac.id\/id\/wp-json\/wp\/v2\/comments?post=1213"}],"version-history":[{"count":93,"href":"https:\/\/if.unram.ac.id\/id\/wp-json\/wp\/v2\/pages\/1213\/revisions"}],"predecessor-version":[{"id":4465,"href":"https:\/\/if.unram.ac.id\/id\/wp-json\/wp\/v2\/pages\/1213\/revisions\/4465"}],"wp:attachment":[{"href":"https:\/\/if.unram.ac.id\/id\/wp-json\/wp\/v2\/media?parent=1213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}