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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) ComEngApp : Computer Engineering and Applications Journal Jurnal Pendidikan Matematika MATEMATIKA Jupiter Bulletin of Electrical Engineering and Informatics Indonesian Journal of Electrical Engineering and Informatics (IJEEI) Sinergi Annual Research Seminar Proceeding of the Electrical Engineering Computer Science and Informatics Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) JURNAL MEDIA INFORMATIKA BUDIDARMA Jurnal Penelitian Pendidikan IPA (JPPIPA) Momentum: Physics Education Journal Jurnal Elektronika dan Telekomunikasi Jurnal Informatika dan Rekayasa Elektronik Indonesian Journal of Electrical Engineering and Computer Science Jurnal Generic Engineering, Mathematics and Computer Science Journal (EMACS) Jurnal INFOTEL Media Elektrik
Samsuryadi Samsuryadi
Universitas Sriwijaya
Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Library & Information Science Materials Science & Nanotechnology Mathematics Physics

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Journal : Jupiter

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Pengenalan Ciri Citra Mayat Didalam Danau/Kolam Akibat Kecelakaan dengan Algoritma Principal Component Analysis (PCA) Sukemi Sukemi; Yogi Tiara Pratama; Samsuryadi Samsuryadi; Rifkie Primartha
JUPITER (Jurnal Penelitian Ilmu dan Teknologi Komputer) Vol 13 No 1 (2021): JUPITER Vol. 13 No. 1 April 2021
Publisher : Teknik Komputer Politeknik Negeri Sriwijaya

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Abstract

Abstract Penelitian ini dilatarbelakangi dari kesulitan para penyelam untuk mencari mayat akibat kecelakaan yang berada didalam air pada daerah terbatas dan berbatas waktu. Pengganti penyelam yang bertindak sebagai pencari adalah sebuah boat yang telah berhasil diujicobakan pada penelitian sebelumnya. Boat ini akan merekam foto citra dibawah air sesuai dengan posisi mayat (yang diperagakan oleh manakin) tersebut diperkirakan berada. Dengan menggunakan metode principle component analysis, foto citra manakin tersebut dapat dikenali sesuai dengan penciriannya. Hasil akhir dari peneliian ini, bahwa manakin berhasil dikenali dengan nilai eigenvalue >1 pada data 1, data 2, data 3, data 4, data 5 dan data 6 dari 8 data yang digunakan dengan prosentasi keberhasilan sebesar 87,50 %. Keywords—Boat, Manakin, Principal Component Analysis Abstract This research is motivated by the difficulty of divers to find bodies due to accidents that are in the water in a limited and time-bound area. Substitute the diver who acts as a searcher is a boat that has been successfully tested in previous studies. This boat will record the image under the water according to the position of the corpse (which is displayed by the manakin) it is estimated to be. By using the principle component analysis method, the manakin images can be recognized according to their characteristics. The final result of this research is that manakin is successfully identified by the value of eigenvalue> 1 in data 1, data 2, data 3, data 4, data 5 and data 6 of 8 data used with a success percentage of 87.50%. Keywords — Boat, Manakin, Principal Component Analysis
Co-Authors Agus Mistiawan Ahmad Fali Oklilas Ahmad Heryanto Akbar, M. Agung Ali Firdaus Anna Dwi Marjusalinah Apit Fathurohman Apriansyah Putra Aprilisa, Shinta Archibald Hutahaean, Jerrel Adriel Ardina Ariani Ardina Ariani Ariani, Ardina Arnelawati, Arnelawati Astuti, Dwi Lydia Zuharah Ayu Luviyanti Tanjung Azhar Azhar Bambang Tutuko Barlian Khasoggi Buchari, Muhammad Ali Cahyadi, Gabriel Ekoputra Hartono Darmawahyuni, Annisa Darmawijoyo, Darmawijoyo Dedy Fitriady Fitriady Deris Stiawan Desty Rodiah Dewy Yuliana Dian Palupi Rini Dian Palupi Rini Dian Palupi Rini Dian Palupi Rini Duano Sapta Nusantara Dwi Budi Santoso Dwi Lydia Zuharah Astuti Dwi Lydia Zuharah Astuti Dwi Meylitasari Tarigan Ermatita - Erni Erni Esti Susiloningsih Fatma Susilawati Mohamad Firdaus Firdaus gasim, Gasim Hadipurnama Satria Hadipurnawan Satria Hasby Rifky Indah Permatasari Islami, Anggun Jambak, Muhammad Ihsan Jayanti Jayanti Julian Supardi Khairun Nisa Kurniabudi, Kurniabudi Leni Marlina Lingga Wijaya, Harma Oktafia Lintang Auliya Kurdiati Lintang Auliya Kurdiati M. Nejatullah Sidqi Marlina Sylvia Meryansumayeka Meryansumayeka Mohamad, Fatma Susilawati Muhammad Fachrurrozi Muhammad Haviz Irfani Muhammad Naufal Rachmatullah Mukhlis Febriady Murniati . Nur Rachmat Oktafia Lingga Wijaya, Harma Primanita, Anggina Purnama, Benni Purnamasari, Evi Rahmat Budiarto Ramadhan, Muhammad Fajar Ratu Ilma Indra Putri Rifkie Primartha Risda Intan Sistyawati Riszky Pabela Pratiwi Rizq Khairi Yazid Rossi Passarella Rudi Heriansyah, Rudi Rudi Kurniawan Rudi Kurniawan Saparudin Saparudin Sapitri, Ade Iriani Serrano, Philip Alger M. Sharipuddin, Sharipuddin Shinta Puspasari Sisca Puspita Sepriliani Siti Nurmaini Sukemi Sukemi Sukemi Sukemi Susilawati Mohamad, Fatma Sutarno Sutarno Tri Kurnia Sari Vincen, Vincen Willy, Willy Yesinta Florensia Yogi Tiara Pratama Yulia Hapsari Yundari, Yundari Zahra Alwi Zulkardi Zulkardi