{"id":6169,"date":"2020-05-19T13:39:40","date_gmt":"2020-05-19T06:39:40","guid":{"rendered":"https:\/\/www.its.ac.id\/matematika\/?p=6169"},"modified":"2020-05-23T20:56:53","modified_gmt":"2020-05-23T13:56:53","slug":"pemodelan-dan-prediksi-penyebaran-covid-19","status":"publish","type":"post","link":"https:\/\/www.its.ac.id\/matematika\/pemodelan-dan-prediksi-penyebaran-covid-19\/","title":{"rendered":"Pemodelan dan Prediksi Penyebaran Covid-19"},"content":{"rendered":"<p>Webinar <strong>Pemodelan dan Prediksi Penyebaran Covid-19 (Perspektif Matematika dan<em> Machine Learning<\/em>)<\/strong> yang diselenggarakan oleh Depatemen matematika pada <a href=\"https:\/\/www.its.ac.id\/matematika\/agenda\/pemodelan-dan-prediksi-penyebaran-covid-19\/\">tanggal 16 Mei 2020<\/a> telah berjalan dengan baik dengan jumlah 222 peserta.<\/p>\n<ul>\n<li>Pemateri pertama Endah Rokhmati M.P., Ph.D membahas prediksi penyebaran covid-19 mengunakan Model kompartemen SIRD (Susceptibles Infected Recovery Deaths).<br \/>\nPenelitian model SIRD beranggotakan (Endah Rokhmati M.P., Ph.D dan Amirul Hakam, M.Si)<\/li>\n<li>Pemateri kedua Mohammad Iqbal, M.Si membahas prediksi penyebaran covid-19 menggunakan Data Analytic Ensemble SVR (Support Vector Regression)<br \/>\nPenelitian model SVR beranggotakan (Mohammad Iqbal, M.Si, Dr. Imam Mukhlash, MT dan Endah Rokhmati M.P.)<\/li>\n<li>Pemateri ketiga M. Luthfi Shahab, M.Si membahas prediksi penyebaran covid-19 menggnakan Estimasi parameter GA (Genetic Algorithm)<br \/>\nPenelitian model GA beranggotakan\u00a0 (M. Luthfi Shahab, M.Si, Dr. Imam Mukhlash, MT dan Endah Rokhmati M.P., Ph.D )<\/li>\n<li>Pemateri keempat\u00a0 Helisyah Nur Fadhila, S.Si, M.Mat membahas prediksi penyebaran covid-19 menggunakan Estimasi Variabel EKF (Extended Kalman Filter)<br \/>\nPenelitian model EKF beranggotakan (Helisyah Nur Fadhila, S.Si, M.Mat, Prof. Erna Apriliani, M.Si, dan Dr. Didik Khusnul Arif, M.Si )<\/li>\n<li>Pemateri terakhir Venansius Ryan T., S.Mat membahas Reproduction number dari covid-19 dengan menggunakan pendekatan Neural Network lebih khususnya menggunakan <span class=\"st\"><em>Long Short Term Memory<\/em><\/span>(LSTM)<br \/>\nPenelitian model LSTM beranggotakan (Venansius Ryan T., S.Mat, Prof. Hadi Susanto,\u00a0 dan Hengky Kurniawan)<\/li>\n<\/ul>\n<p><strong>Materi:<\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/Pemodelan-dan-Prediksi-Penyebaran-Covid-19-Model-SIRD.pdf\">Model SIRD<\/a><\/li>\n<li><a href=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/Pemodelan-dan-Prediksi-Penyebaran-Covid-19-Ensemble-SVR.pdf\">Ensemble-SVR<\/a><\/li>\n<li><a href=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/Pemodelan-dan-Prediksi-Penyebaran-Covid-19-Genetic-Algorithm-SIRD.pdf\">Genetic Algorithm -SIRD<\/a><\/li>\n<li><a href=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/Pemodelan-dan-Prediksi-Penyebaran-Covid-19-EKF-Prediction.pdf\">EKF-Prediction<\/a><\/li>\n<li><a href=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/Reproduction-number-dari-covid-19-dengan-menggunakan-pendekatan-neural-network.pdf\">Neural Network-LSTM<\/a><\/li>\n<\/ol>\n<p>Video Webinar Pemodelan Prediksi Penyebaran Covid-19 dapat di lihat di youtube matematika its: <a href=\"https:\/\/youtu.be\/-3lGoKvU_IM\">https:\/\/youtu.be\/-3lGoKvU_IM<\/a><\/p>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-6194\" src=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/penelitian-covid-19-departemen-matematika-its.png\" alt=\"Prediksi Penyebaran Covid-19\" width=\"550\" srcset=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/penelitian-covid-19-departemen-matematika-its.png 1073w, https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/penelitian-covid-19-departemen-matematika-its-300x170.png 300w, https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/penelitian-covid-19-departemen-matematika-its-768x434.png 768w, https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/penelitian-covid-19-departemen-matematika-its-1024x579.png 1024w, https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/penelitian-covid-19-departemen-matematika-its-355x201.png 355w\" sizes=\"(max-width: 1073px) 100vw, 1073px\" \/> <img decoding=\"async\" class=\"alignnone size-medium wp-image-6185\" src=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/pemodelan-predisksi-penyebaran-covid-19-foto-bersama-2.png\" alt=\"Prediksi Penyebaran Covid-19\" width=\"550\" srcset=\"https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/pemodelan-predisksi-penyebaran-covid-19-foto-bersama-2.png 1920w, https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/pemodelan-predisksi-penyebaran-covid-19-foto-bersama-2-300x169.png 300w, https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/pemodelan-predisksi-penyebaran-covid-19-foto-bersama-2-768x432.png 768w, https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/pemodelan-predisksi-penyebaran-covid-19-foto-bersama-2-1024x576.png 1024w, https:\/\/www.its.ac.id\/matematika\/wp-content\/uploads\/sites\/42\/2020\/05\/pemodelan-predisksi-penyebaran-covid-19-foto-bersama-2-355x200.png 355w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Webinar Pemodelan dan Prediksi Penyebaran Covid-19 (Perspektif Matematika dan Machine Learning) yang diselenggarakan oleh Depatemen matematika pada tanggal 16 Mei 2020 telah berjalan dengan baik dengan jumlah 222 peserta. Pemateri pertama Endah Rokhmati M.P., Ph.D membahas prediksi penyebaran covid-19 mengunakan Model kompartemen SIRD (Susceptibles Infected Recovery Deaths). Penelitian model SIRD beranggotakan (Endah Rokhmati M.P., Ph.D [&hellip;]<\/p>\n","protected":false},"author":130,"featured_media":6171,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[15],"tags":[892,945,943,947,949,941,939],"class_list":["post-6169","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-informasi","tag-covid-19","tag-extended-kalman-filter","tag-genetic-algorithm","tag-long-short-term-memory","tag-prediksi-penyebaran-covid-19","tag-support-vector-regression","tag-susceptibles-infected-recovery-deaths"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pemodelan dan Prediksi Penyebaran Covid-19 - Departemen Matematika ITS Departemen Matematika ITS -<\/title>\n<meta name=\"description\" content=\"Webinar Pemodelan dan Prediksi Penyebaran Covid-19 (Perspektif Matematika dan Machine Learning) yang diselenggarakan oleh Depatemen matematika pada tanggal 16 Mei 2020 telah berjalan dengan baik dengan jumlah 222 peserta.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.its.ac.id\/matematika\/pemodelan-dan-prediksi-penyebaran-covid-19\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pemodelan dan Prediksi Penyebaran Covid-19 - 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