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All Journal COPING (Community of Publishing in Nursing) Jurnal Ilmiah Ranggagading (JIR) Al Khawarizmi: Jurnal Pendidikan dan Pembelajaran Matematika Englisia Journal Jurnal Ilmiah Peuradeun Jurnal Ilmiah Didaktika : Media Ilmiah Pendidikan dan Pengajaran Dinamika Ilmu JURNAL WACANA KESEHATAN Journal of Dedicators Community Jurnal Dedikasi Pendidikan Applied Technology and Computing Science Journal Jurnal Ilmiah Kesehatan Jurnal Asy-Syukriyyah Al-Azkiya : Jurnal Pendidikan MI/SD At-Tarbawi : Jurnal Pendidikan, Sosial dan Kebudayaan Jurnal Pengabdian Dharma Wacana Seandanan: Jurnal Pengabdian pada Masyarakat DINAMIKA ILMU: Jurnal Pendidikan Legal Protection for the Partnership Agreement Parties Tepis Wiring : Jurnal Pengabdian Masyarakat Jurnal Pendidikan Sosial dan Konseling Diksi: Jurnal Pendidikan dan Literasi Jurnal Asy-Syukriyyah ZONA: Jurnal Pengabdian Masyarakat Al-Bidayah : Jurnal Pendidikan Dasar Islam International Journal of Basic Education Research CSRID Toga Jurnal Keguruan dan Ilmu Pendidikan
Rita Sari
IAIN LAngsa-Aceh
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Medicine & Pharmacology Nursing Public Health Social Sciences Other

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JARINGAN SYARAF TIRUAN DENGAN LEARNING VECTOR QUANTIZATION (LVQ) UNTUK KLASIFIKASI DAUN: ARTIFICIAL NEURAL NETWORKS USING LEARNING VECTOR QUANTIZATION (LVQ) FOR LEAF CLASSIFICATION Soeheri; Sari, Rita; Wahyu Saptha Negoro; Yuhandri
CSRID (Computer Science Research and Its Development Journal) Vol. 16 No. 1 (2024): February 2024
Publisher : LPPM Universitas Potensi Utama

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Abstract

Leaves are one part of a plant species that is commonly used to classify plant and plant species. The process of assisting various types of leaves usually involves experts using a herbarium, which is a collection of preserved plant specimens. Leaf classification is the detection of different types of leaves, where there are 2 types of leaves including Magnolia Soulangeana and Invillea leaves. The training data contains 30 images consisting of 15 each of the 2 types of leaves, then the test data contains 20 images which are also taken from the 2 types of leaves. So that the total images used are 50 leaf images. The leaf classification uses feature extraction and the method used in the classifier is Learning Vector Quantization (LVQ) which is a pattern classification method in which each output unit represents a particular class or group. The test results showed that the process of calling Magnolia Soulangeana and Bougainvillea leaves in this experiment was successful with 80% detection Keywords—Leaf classification, Learning Vector Quantization, Artificial Neural Networks, Feature extraction.
Co-Authors Afifah, Reihan Dinda Agung Prabowo Alam, Tahjul Alfiatunnur Alfiatunnur Andrila, Delita Anggreini, Fenny Anggriani, Nitria Ansari, Putri Apri Sulistianingsih, Apri Arsella, Osta Asni Asni Bahrizal Bahrizal Basri Basri Daluti Delimanugari Delfriani, Lushi Efrinaldi Efrinaldi Endang Sulistiyani Farida Hanum Fenny Anggreni, Fenny Fera, Fera Ariani Fitrotunisa, Ana Hendrawan, Yoni Husna, Raudhatul Ibad, Taqwa Nur Iflia, Witri Ima Kurniastuti Indra Fajar Nurdin Iqbal Iqbal Jayusman Jayusman jelita, jelita Julida Panjaitan, Chery Julida, Chery Julimas, Alovin Leo Kamelya, Vitrah Khairi, Munadiyal Lubis, Rosida Maidar, Maidar Maulida, Nabila Mauloeddin Afna, Mauloeddin Mauluddin Alif Utama, Muhammad Mayzura, Safira Meutia, Nur Shabrina Muhaini, Muhaini Muhammad Fikri Abdun Nasir Muhammad Iqbal Muhammad Nazar Mustajazah, Faizatul Na'imah Nabila sulistiani, Nur Alifa Maula Nazliati, Nazliati Ningsih, Tesa ayu Nurhanifah Nurhanifah NURJAYA NURJAYA, NURJAYA Nurul, Nurul Fitri Purwono, Janu Putra, Andhika Jaya Rahayu, Nina Rahmat Hidayat Romrome, Abel Yohanis Rosa, Virda salsa bila, shafa Satria Prayoga Sibawaihi Sibawaihi Sigit Prasetyo Sigit Prasetyo Siti Nurjannah Soeheri Sri Nurhayati Srimuliati Subekti, Reni Tri Sulistiyani, Endang Suyadi Tari, Cut amalia Tiara, Tiara Tri Gunarsih Wahidah, Finadatul Wahyu Saptha Negoro Wazzuriyah, Lola Wirduna, Wirduna Wuryan Andayani Yudianto, Firman Yuhandri Yuniara, Yuniara Yusaini, Yusaini Zaharatunnisa, Zaharatunnisa Zainal Abidin Zamal, Syahrul Zavira, Siti