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All Journal Proceeding SENDI_U Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Teknik Komputer AMIK BSI JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Informatika Universitas Pamulang Jurnal Telematika Jurnal Riset Informatika Building of Informatics, Technology and Science Jurnal Dinamika UMT JURNAL TEKNIK JIKA (Jurnal Informatika) Jurnal Inovasi Informatika Jurnal Teknik Informatika (JUTIF) Journal Social Science And Technology For Community Service Journal Industrial Manufacturing Insearch: Information System Research Journal International Journal of Management Science and Information Technology (IJMSIT) Jurnal Keuangan dan Akuntansi Terapan (KUAT) JSITP Proceeding of The International Conference on Religious Education and Cross - Cultural Understanding
Destriana, Rachmat
Universitas Muhammadiyah Tangerang
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mechanical Engineering Public Health Social Sciences Other

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Journal : building of informatics technology and science

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Implementasi Metode Linear Discriminant Analysis (LDA) Pada Klasifikasi Tingkat Kematangan Buah Nanas Destriana, Rachmat; Nurnaningsih, Desi; Alamsyah, Dedy; Sinlae, Alfry Aristo Jansen
Building of Informatics, Technology and Science (BITS) Vol 3 No 1 (2021): June 2021
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (588.903 KB) | DOI: 10.47065/bits.v3i1.1007

Abstract

Pineapple is a fruit commodity that is Indonesia's flagship. This is because pineapple is a fruit that has the highest export volume in Indonesia. To obtain pineapples with perfect ripeness, generally manually selected, this becomes inefficient if large numbers of pineapples are selected. So, in this study, an image processing system will be developed that can classify pineapple ripeness based on its image. In this study, the color feature extraction used is feature extraction based on hue and saturation values. Color feature extraction with hue and saturation is used to obtain various information from the colors in the image so as to facilitate the identification process. Furthermore, Linear Discriminator Analysis will obtain optimal projections to be able to enter spaces with smaller dimensions by performing pattern recognition that can be separated so that they can be grouped based on boundary lines obtained from linear equations. Based on the results of the accuracy test, the accuracy rate reaches 83%, it is in the good category
Co-Authors Aditya Prayoga Suyitno Aditya Tegar Siswanto Adiyah Mahiruna Ahmad Fauzi Aksani, Muhamad Luthfi Alamsyah, Dedy Alexander, Allan D Alfry Aristo Jansen Sinlae Algadri, Wulandari Angga Aditya Permana Atmojo, Wahyu Tisno Bintang Eka Suryana Daniarti, Yeni Darmawan, Umar Denis Chandra Prabowo Desy Nurnaningsih Dirgahayu Erri Djamaludin Syahlan Mubaroq3 Dyas Yudi Priyanggodo Dyas Yudi Priyanggodo Eko Hari Rachmawanto Ernawati, Tia Faridi Faridi Farzani, Revalina Firmansyah, Rahmat Dwi Fitriawati, Nora Handayani, Nurdiana Hengki Rusdianto Herdiansah, Arief Herman Yuliansyah, Herman Hidayat, Muhammad Taufiq Hidayatullah, M. Fajri Huasin, Syepry Maulana Husain, Syepry Maulana Ida Ayu Putu Sri Widnyani Iqbal Hidayatsyah Noor Jordy Lasmana Putra Layina, Andiny Liesnaningsih Liesnaningsih Liesnaningsih, Liesnaningsih Lisa Fitriani Ishak Lutfi, Yunanda Mahiruna, Adiyah Mamdukh Budiman Mayatopani, Hendra Muhammad Jonni Nanda, Indra Ngatimin Ngatimin NGATIMIN, NGATIMIN Nur Fadilah Fatma Nur'aini, Aliya Nurdiana Handayani Nurhasan Nugroho nurnaningsih, Desi Paweloi, Fatahillah Prasetyoadi, Erwin Prastyawan, Bayu Enggar Rachel, Figo Reynaldy, Deva Alfian Riansyah, Rahmat RIFQI RIADHI Rijal Wakhid Rizkillah Rina Pratiwi Pudja I. A Rini Nuraini Rochmat Taufiq Rohmat Taufiq Rusdianto, Hengki Safuan Safuan Sidiq, Sofian Suhendar, Asep Syakur, Muhamad Abdan Tamam, Gusti Syihabuddin Taufiq, Rochmat Tia Ernawati Triansyah, Jully Wijaya, Mirza Mahbub Yani Sugiyani, Yani Yanuardi Yanuardi Yanuardi Yanuardi Yudi Priyanggodo, Dyas