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All Journal Jurnal Teknik Industri SOROT: Jurnal Ilmu-ilmu Sosial Jurnal Teknik Sipil USU JIK Jurnal Ilmu Komputer EL-MUHASABA The Winners Jurnal Dimensi Pratama Teknik Sipil eDimensi Arsitektur Petra JIKSI (Jurnal Ilmu Komputer dan Sistem Informasi) Widyariset MIX : Jurnal Ilmiah Manajemen Sinkron : Jurnal dan Penelitian Teknik Informatika Computatio : Journal of Computer Science and Information Systems JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Jurnal Riset Manajemen dan Bisnis (JRMB) Fakultas Ekonomi UNIAT IT JOURNAL RESEARCH AND DEVELOPMENT Jurnal Intek Akuakultur JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Ultima Management : Jurnal Ilmu Manajemen ComTech: Computer, Mathematics and Engineering Applications MABIS: Manajemen dan Bisnis jurnal teknik informatika dan sistem informasi Majalah Ilmiah Warta Dharmawangsa International Journal of Economics, Business and Accounting Research (IJEBAR) Indonesian Journal of Pharmaceutical and Clinical Research Widyariset STUDI PELAKSANAAN SELFMEDICATION PADA PENDERITA DIARE BERDASARKAN TINGKAT PENGETAHUAN MASYARAKAT PESISIR KECAMATAN SOROPIA KABUPATEN KONAWE Journal Industrial Manufacturing
Kevin kevin
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Journal : JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI

 1 
Implementasi LDA pada fitur HOG untuk Klasifikasi ASL Menggunakan K-NN Muhammad Ezar Al Rivan; Hafiz Irsyad; Kevin Kevin; Arta Tri Narta
JATISI (Jurnal Teknik Informatika dan Sistem Informasi) Vol 7 No 2 (2020): JATISI (Jurnal Teknik Informatika dan Sistem Informasi)
Publisher : Lembaga Penelitian dan Pengabdian pada Masyarakat (LPPM) STMIK Global Informatika MDP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/jatisi.v7i2.286

Abstract

Sign Language is alternative way to communication using sign. One of sign language is American Sign Language (ASL). Image from Dataset processed using feature extraction HOG then reduce using Linear Discriminant Analysis (LDA). The reduced feature used to K-Nearest Neighbor classification. There are 3 distance used consist of euclidean, manhattan and chebyshev. The best accuracy obtain from manhattan distance using k=3 with 72,42% precision.
Co-Authors Agus Zainul Arifin Agus Zainul Arifin Agusnan, Sri Al Rivan, M. Ezar Alfirano Alfirano Amir Mahmud Husein, Amir Mahmud Anderson, Ricky Angelus, Michael Aning Kesuma Putri, Aning Kesuma Ario Nugroho Suprapto Arta Tri Narta bagus Mulyawan Carmel Meiden Catherine Catherine Christian Herdinata Christiani, Agustina Dali Santun Naga Darius Andana Haris Dennis Andry, Dennis Dharma Lesmono Dubbert, Juventia Dudi Anandya Dyah Erny Herwindiati Efendi Mabruri Erlita, Erlita Fransiska, Silvia Gunawan, Nico Hafiz Irsyad Halim Putera Siswanto Hutabalian, Marshinta Romarta Uly Iksen Irsyad, Hafiz Ishak Ishak Janson Hendryli Jeanny Pragantha Jesselyn, Gloria Iverose Jessicca, Jessicca Johanes Fernandes Andry Kertanegara, I Wayan Alvin Kinley Aritonang Laurentius, Laurentius Lumenta, Marly moch syaiful anwar Muhammad Ezar Al Rivan Muzahar Narta, Arta Tri Nasrun, Aja Natasya Natasya Novario Jaya Perdana Prof. Dr. Ir. Dali S. Naga, MMSI Rahayu Ningsih Rahayu, Priskila Christine Ranope, Jumas Raphael C., Raphael C. Rianto Nurcahyo, Rianto Rostina, Cut Fitri Saefudin Saefudin Seng Hansun Sentosa L., Sentosa L. Siswanto, Felicia Siti Morin Sinaga Sitorus, Friska Darnawaty Suwarno Suwarno Tandililing, Elia Madatu Viny Christanti M Waruwu, Lilis Risna Wella Wella Wiwin Kusuma Atmaja Putra Zagoto, Mariana Erfan Kristiani