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Valian Yoga Pudya Ardhana
Universitas Qamarul Huda Badaruddin, Lombok Tengah, Indonesia
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Journal : Journal of Computer System and Informatics (JoSYC)

 1 
Klasifikasi Jenis Mangga Berdasarkan Tekstur Tulang Daun Menggunakan Metode Learning Vector Quantization (LVQ) Valian Yoga Pudya Ardhana; Joni Saputra; M Afriansyah
Journal of Computer System and Informatics (JoSYC) Vol 4 No 1 (2022): November 2022
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josyc.v4i1.2420

Abstract

Mango is a fruit plants that has the potential to be developed because it has a high level of genetic diversity. Mangoes vary in shape, size and color of the fruit, indicating a fairly wide genetic diversity. Of the many genetic diversity and types of society, there are still many who cannot distinguish them. This study builds an application to distinguish mango species based on the leaf bone structure where the feature extraction process uses the Learning Vector Quantization (LVQ) method. Then do the merging to produce a specific feature vector, then the classification calculation is carried out using the Euclidean Distance method to identify the type of mango fruit. The results of the study with the amount of training data as many as 6 images and testing data as much as 15 obtained system accuracy, with the calculation results, the remaining clusters are cluster 3 with a centroid value of R = 151.67 G = 145 and B = 153.33. From the test results with 2 scenarios, the mango golek type has low values, namely 50 and 60 because the mango golek type has less brightness than the other 2 types of mango.
Co-Authors A. Muh. Amil Siddik A. Muh. Yusril A. Muh. Yusril A. Muhammad Risqullah Adi Supriyatna Adrisumatri Sakri Afriansyah, M Afriansyah, M. Ahmad Wilda Yulianto Ahmad Wilda Yulianto Alamsyah, Noor Ali Muhtasom Alika Oktaviani Amran, Rozalina Anarsya Sarundaitan Andi Ilhamsyah Idris Andi Maghfirah Inzani Saputra Arfianto, Afif Zuhri Ayatullah, Usamah bin Baiq Wira Hartati Benardo Sinambela Butar-butar, Martahan Mikhael Danang Tejo Kumoro Danang Tejo Kumoro Danang Tejo Kumoro Desyanti - Desyanti Dhiyavia, Fuad Dous, Forni N Dwi Agustini, Dwi Dwi Ivana L Sitohang Eka Fitri Ramadani Eko Supriyanto Eliyah Acantha Manapa Sampetoding Emha Ismaulidin Esther Sanda Manapa Firmansyah, Dodiy Forni N Dous Frieyadie Frieyadie Godfried Lewakabessy Gormantara, Jeriko Hartati, Baiq Wira Hasbullah Hetty Rohayani Hidayat, Muhammad Taufiq Hidayatullah Ruslan Hoxy R Talua Hoxy R Taluay Hoxy R Taluay Hutba, Muh Hudri Perdana I Nyoman Gunantara Ilahi, Indah Kurnia Indah Kurnia Ilahi Indira Septianita Larasati Irene Maritsa Ismaulidin, Emha Jeriko Gormantara Jihan Afifah Mirzani Jones Azarya Tomassoyan Joni Saputra Joni Saputra Kartika, Selviani Amalia Kumoro, Danang Tejo Kusuma, Logananta Puja Lilik Hidayati Lilik Hidayati, Lilik Lita, Baiq Fitria Frisma Lopinta Sarungallo M. Afriansyah M. Dermawan Mulyodiputo M. Dermawan Mulyodiputro M. Dermawan Mulyodiputro M. Dermawan. Mulyodiputro Manapa, Esther S Martahan Mikhael Butar-butar Meisin Larungkondo Miftahul Jannah Mirzani, Jihan Afifah Mohammad Basuki Rahmat, Mohammad Basuki Mohammad Javed Equbal Mohammad Syahril Monica Natalin Monica Natalin Muh Hudri Perdana Hutba Muh Sapi'i Muh Yusran Hardimas Setiawan Muh. Gifari Muh. Gifari Sakawati Muh. Sulthan Nazhim Muh. Sulthan Nazhim Muh. Yusuf Syam Muhammad Arya Ramdani Muhammad Dermawan Mulyodiputo Muhammad Dermawan Mulyodiputro Muhammad Sapi’i Mulyodiputro, M. Dermawan Natalin, Monica Nila Sari Noor Alamsyah Nur Hikmah Nur Hikmah Nurul Salsabila Syam Nurul Salsabila Syam Paula Aneke Ruung Pa’ni, D Mustamu Qamal Putri Aulia Nur Salsabila Rahmat Mardzuki Rahmi Rahmi Ramdani, Muhammad Arya Reza Indra Wiguna Rini, Puspita Riski Ferita Wahyu Rozalina Amran Safitri, Rias Pratiwi Salsabila, Putri Aulia Nur Sapi'i, Muh Saputra, Andi Maghfirah Inzani Sarira, Stefany Frans Satiadji, Amirosa Ria Selviani Amalia Kartika Setiawan, Muh Yusran Hardimas Siddik, A. Muh. Amil Siti Maryam SITI MARYAM Siti Pitrianti Stefany Frans Sarira Sumiati Sumiati Susetiyo, Wirya Olivia Dwi Syahrani Lonang Taluay, Hoxy R Tomassoyan, Jones Azarya Tommy Wijaya Sagala Tri Budi Santoso Usamah bin Ayatullah Uswatun Hasanah Wirya Olivia Dwi Susetiyo Yonathan Anggian Sihaan Yuan Sa'adati Yuan Sa'adati Yulianto, Ahmad Wilda Yulita Sirinti Pongtambing Yusri Anugerah Manapa Ambabunga