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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) e-Jurnal Arus Elektro Indonesia Scientific Journal of Informatics ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika JURNAL NASIONAL TEKNIK ELEKTRO Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Penelitian Pendidikan IPA (JPPIPA) Faktor Exacta Techne : Jurnal Ilmiah Elektroteknika Elektrika International Journal of New Media Technology MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer MIND (Multimedia Artificial Intelligent Networking Database) Journal KOMPUTIKA - Jurnal Sistem Komputer Applied Technology and Computing Science Journal Jurnal Teknologi Informasi dan Terapan (J-TIT) Dielektrika : Jurnal Ilmiah Kajian Teori dan Aplikasi Teknik Elektro JISA (Jurnal Informatika dan Sains) JTIULM (Jurnal Teknologi Informasi Universitas Lambung Mangkurat) Journal of Applied Electrical Engineering Jurnal SASAK : Desain Visual dan Komunikasi Journal Zetroem Djtechno: Jurnal Teknologi Informasi Jurnal Ilmu Komputer dan Informatika Algoritme Jurnal Mahasiswa Teknik Informatika Jurnal Pengabdian Masyarakat Bangsa Jurnal Rekayasa elektrika Journal of Educational Engineering and Environment Science and Technology: Jurnal Pengabdian Masyarakat Jurnal ilmiah teknologi informasi Asia
Arizal Mujibtamala Nanda Imron
Teknik Elektro, Fakultas Teknik, Universitas Jember, Indonesia
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Journal : applied technology and computing science journal

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Red Dragon Fruit (Hylocereus costaricensis) Ripeness Color Classification by Naïve Bayes Algorithm Zilvanhisna Emka Fitri; Mega Silvia; Abdul Madjid; Arizal Mujibtamala Nanda Imron; Lalitya Nindita Sahenda
TEKNOLOGI DITERAPKAN DAN JURNAL SAINS KOMPUTER Vol 5 No 1 (2022): June
Publisher : Universitas Nahdlatul Ulama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33086/atcsj.v5i1.3690

Abstract

Dragon fruit is a unique fruit that is popular in Indonesia. besides having a sweet taste, this fruit also contains fiber, vitamins and minerals that are good for health. Dinas Pertanian Kabupaten Banyuwangi noted that the total dragon fruit production was 906,511.61 tons and the total productivity was 261.14 Kw/Ha in 2018. This shows that Kabupaten Banyuwangi is one of the largest producers of red dragon fruit in East Java Province. One of the problems in determining the quality of dragon fruit is choosing the harvest time, considering that dragon fruit is a non-climatic fruit. Non-climateric fruit is when we harvest fruit in its raw state, the fruit will never become ripe, so determining the harvest time for dragon fruit is very important. The determination made by paying discoloration and sizes of dragon fruit that is considered less effective. To overcome this, a system was created that was able to determine the level of dragon fruit maturity automatically by utilizing digital image processing techniques and intelligent systems. The parameters used are color features and GLCM texture features using angles 0°, 45°, 90° and 135° These features are parameters in the classification process using the Naïve Bayes method. Naïve bayes is able to classify the level of maturity of red dragon fruit (Hylocereus costaricensis) with an accuracy rate of 87.37%.
Co-Authors ABDUL MADJID Abdul Madjid Abdul Madjid Abdul Madjid Abdul Madjid Abdul Madjid Abdul Madjid Achmad Amreza Alfarit Ainun Nurkharima Noviana Ali Rizal Chaidir Angraeni, Anggie Ardhiansyah, Dheny Dwi Ari Baskara Arif, Praditya Zainal Aris Zainul Muttaqin Atmadji, Ery Setiyawan Jullev Atmadji, Ery Setiyawan Jullev Bahtiar Adi Prasetya Bambang Sri Kaloko Bambang Sri Kaloko Bambang Sujanarko Brilyan Andi Syahbana Brilyan Andi Syahbana Candra Putri Rizkiyah Ramadhani Candra Putri Rizkiyah Ramadhani Castellini, Claudio Dananjaya Endi Pratama Dimas Aldy Darmawan Dimas Aldy Darmawan Dyah Laksito Rukmi Erwinda, Yudha Teja Ery Setiyawan Jullev Atmadji Faa'iza, Nabiila Nuur Faisal Alif Hidayat Fatimatuzzahra Fatimatuzzahra Fitri, Zilvanhisna Emka Fitri, Zilvanhisna Emka GAMMA ADITYA RAHARDI Guido Dias Kalandro Hana Sasono, Muchamad Arif I Putu Dody Lesmana Immawan Wicaksono Inta Nurkhaliza Agiska Intan Permatasari Irawan, Ahmad Dandi Johan, Anju Alicia Kelana, Mohammad Aquarisandy Arsa Khotimah, Dwi Ayu Usnul KOMARIAH, SITI INGEFATUL Kusumawati, Niky Dwi Lalitya Nindita Sahenda Lia Santoso Mariska, Linda Mega Silvia Mochamad Edoward Ramadhan Mubarok, Sulton NISKE ELMY PAULINA Nugroho Setyo Wibowo Nugroho, Hanif Pandu Palupi, Dwi Ayuning Panji Eka Prasetya Parahita, Syavina Octavia Pradana, Adelia Septa Pramuditha Shinta Dewi Puspitasari Prawidya Destarianto Putri, Desti Fitri Aisyah PUTRI, DESTI FITRI AISYAH Rahmawati, Siska Yulia Ramadania, Elsa Manora Reski Yulina Widiastuti Reski Yulina Widiastuti, Reski Yulina Rifqi Hakim Ariesdianto Riska Aprilia Rizal, Naufal Ainur Rizkiyah Rizkiyah Sahenda, Lalitya Nindita Saputra, Rizal Satryo Budi Utomo Siswahyudianto Slamet Riyadi Sudarti Sudarti Sulton Mubarok Sumardi . Sumardi Sumardi Suwignyo, Rigel Altaira Syahputri, Lindri Nalentine Yolanda Ubaidillah, Ahmad Aris Ulandari Susika Ully Nuhanatika Wahyu Kurnia Dewanto Wahyu Muldayani Wahyu Muldayani Widiastuti, Reski Yulina Widjonarko . Widyaningsih, Adinda Resti Widyono Hadi Wildan Bakti Nugroho Yanuar Ridwan Hisyam Zilvanhisna Emka Fitri Zilvanhisna Emka Fitri Zulfa Fahrunnisa