Klasifikasi Daun Bugenvil Menggunakan Gray Level Co-Occurrence Matrix Dan K-Nearest Neighbor

Furqon, Mhd; Sriani, Sriani; Harahap, Lailan Sofinah

doi:10.24014/coreit.v6i1.9296

Cited by 2 publications

(2 citation statements)

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“…Penelitian atas nama Mhd. Furqan, Penelitian menunjukkan bahwa metode Gray Level Co-occurrence Matrix (GLCM) dan K-Nearest Neighbor (KNN) mampu mengklasifikasikan tanaman bugenvil dengan akurasi 87% [7]. Penelitian atas nama Youllia dengan hasil penelitian Hasil dari pengujian menunjukan bahwa ekstraksi ciri tekstur statistika bermanfaat dalam pengenalan kanker ini dimana diperoleh hasil akurasi mencapai 93.33% oleh classfier pada kategori pengujian positif melanoma dan 86.66 % pada kategori kelas melanoma [8].…”

Section: Pendahuluanunclassified

Intelligent System for Identifying Avocado Ripe Using Extraction Features and K-Nearest Neighbor Method

Hasan

2023

Restikom

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So far, farmers in harvesting avocados often experience obstacles, namely farmers are still not precise in determining ripe avocados. The ripeness of avocado when harvested is one of the most important factors in maintaining the quality of the avocado. This is due to fatigue and takes a long time so it is not appropriate to determine which avocados are ripe and which are not. Therefore, a system is needed to find out avocados. This study formulates problems in the form of how to identify avocado identification with the KNN method and how to find out how much accuracy the method obtained. While the objectives achieved in this study can identify avocados based on the KNN method and can measure the accuracy of the method with avocado image data. The results obtained in this study were successful in identifying and using the 80% measurement confusion matrix.

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Section: Pendahuluanunclassified

Intelligent System for Identifying Avocado Ripe Using Extraction Features and K-Nearest Neighbor Method

Hasan

2023

Restikom

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“…Tanaman Bugenvil dibedakan mejadi empat kelompok, yaitu Bougainvillea spectabilis Willd, B. speciosa, B. glabra Chois, dan B. variegate (Furqan et al 2013). Setiap tanaman memiliki ciri-ciri dan keragaman yang berbeda.…”

Section: Deskripsi Tanaman Hias Aglaonema Caladium Dan Bugenvilunclassified

Pembentukan Rumah Vegetatif Tanaman Hias Sebagai Wadah Pemberdayaan Ibu Rumah Tangga Desa Sipungguk, Kabupaten Kampar, Riau

Hartoyo¹,

Nafis²,

Natasya³

et al. 2022

Agrokreatif. J. Ilm. Pengabdi. Kpd. Masy.

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Pandemic Covid-19 has caused new hobbies in the community. One of them is housewives in Sipungguk Village, Salo Sub-Regency, Kampar Regenci, Riau. Their new hobby is the ornamental gardening. However, the limited income and the price of ornamental plants is increasing, so they are reconsidering in adding their collection. Based on the background, this activity aims to: 1) Train the partners (housewives) in ornamental vegetative propagation; 2) Calculate the percentage of live ornamental plants that have been propagated vegetatively; and 3) Initiate the establishment of an ornamental plant vegetative house (Ruvetas) an an business for the partners. The activity stages consisted of socialization, training and practice in making the planting media, cutting of Aglaonema and Caladium, cutting and grafting of Bugenvil, plants maintenance, as well as the ornamental plant business education. The results showed there were siginificantly knowledge improvement to the housewives, specifically in ornamental plants introduction (34%), making the planting media (45%), Aglaonema and Caladium cuttings (27%), Bugenvil cutting and grafting (45%), plants maintenance (33%), and ornamental plant business education (38%). The percentage of live ornamental plants that have been propagated vegetatively by the partners showed the high survival rate, namely 86% of Aglaonema cutting, 90% of Caladium cutting, 100% of Bugenvil cutting, as well as 67% of Bugenvil grafting. As an effort in initiating RUVETAS establishment and a business, the ornamental plants have been sold directly and thorugh digital platform in social media (Instagram dan Facebook), also in digital marketplace (Shopee). Housewives knowledge, skills, and business initiatves for ornamental plants have been significantly increased thorugh this activity.

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Klasifikasi Daun Bugenvil Menggunakan Gray Level Co-Occurrence Matrix Dan K-Nearest Neighbor

Cited by 2 publications

References 0 publications

Intelligent System for Identifying Avocado Ripe Using Extraction Features and K-Nearest Neighbor Method

Intelligent System for Identifying Avocado Ripe Using Extraction Features and K-Nearest Neighbor Method

Pembentukan Rumah Vegetatif Tanaman Hias Sebagai Wadah Pemberdayaan Ibu Rumah Tangga Desa Sipungguk, Kabupaten Kampar, Riau

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