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Improving Alzheimer's Disease Prediction Accuracy using Feature Selection, K Fold Cross Validation, and KNN Imputer Techniques
Telematika
Vol 18
, No 1
(2025)
Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline and memory loss; it accounts for 60–70% of dementia cases. Early diagnosis remains challenging due to the subtlety of its symptoms. This study explores the effectiveness of ensemble methods, feature selection techniques, and imputation strategies in enhancing the accuracy of AD diagnosis. We applied an ensemble method with Chi-Square feature selection, achieving a high accuracy of 95.733% with...
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Comparative Analysis of Green Snake Identification using Head Structure and Body Patterns with Vision Transformer
Telematika
Vol 18
, No 1
(2025)
Snakebites remain a major global health concern, with over 4.5 million cases annually, primarily affecting rural populations in tropical regions. Accurate snake species identification is critical for proper treatment, yet challenges persist due to morphological similarities, particularly among visually similar green snake species. We test five Vision Transformer (ViT)-based models to see how well they can classify snakes based on pictures of their heads and bodies. The models are ViT-B16, DeiT,...
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Analisis Konsentrasi dan Jenis Plant Growth Promoting Rhizobacteria (PGPR) Terhadap Pertumbuhan Bibit Bawang Merah (Allium ascalonicum L.)
Mediagro: journal of agricultural sciences
Vol 21
, No 1
(2025)
The use of bulbs often reduces the quality of the results because the seeds often carry pathogens and reduce the productivity of shallots. One of the factors that causes the decline in the production of this plant is the lack of appropriate and effective cultivation technology. A potential solution is to improve seed quality by using organic fertilizers, especially PGPR fertilizers. This study aims to determine the concentration and type of PGPR that affect the growth of shallot seeds. The resea...
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Optimalisasi Pola Usahatani Lahan Rawa Lebak Di Kawasan Pemulutan Kabupaten Ogan Ilir Sumatera Selatan
Mediagro: journal of agricultural sciences
Vol 21
, No 1
(2025)
Abstract
The area of fertile land for food crops, especially rice, is decreasing. Suboptimal land is an alternative available to the government to achieve the target of food self-sufficiency, especially rice. One of the suboptimal lands that is still very large (around 20 million hectares) is swamp land (tidal or lowland). The Pemulutan area of Ogan Ilir Regency, South Sumatra is a suboptimal agricultural area with a lowland land typology. In this area, rice farming activities carried out by far...
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Grow Up Branding Assistance: Improving the Business Competition System of MSME Local Tempe Products in Ponorogo
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
Ponorogo is one of the areas where the majority of people like to consume tempe. Tempe is a local product dish that is favorite of the Ponorogo People. The village of Bangunrejo is one of the villages where many of its residents produce tempe, one of which is Mr. Aji's “Tempe Balap”. Tempe balap still maintains the quality of tempe with a leaf wrapping system, but thus the branding of Tempe Balap is not known by many people. The mentoring program carried out by the service team is aimed at helpi...
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Asistensi Penerapan Nilai-Nilai Islami dalam Pembelajaran Akidah Akhlak di MTS Darunnajah
Tomi Bidjai
; Kusno Setiadi
; Resti Riancana
; Vini Desiyanti Monoarfa
; Nurhajja M Hadji
; Adrianto Adrianto
; Irma Irma
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
The application of Islamic values in learning aqidah and akhlak at MTs Darunnajah aims to shape students' characters in accordance with Islamic teachings. This activity is carried out to improve the understanding and practice of Islamic values in students' daily lives. The method used is a participatory approach, involving teachers and students in designing and implementing learning programs. The activity begins with a survey and observation to determine the conditions and needs of teaching...
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THE USE OF ICT IN ELT: CHALLENGES AND SOLUTIONS (A STUDY OF SD NU CEPOGO 01)
MAGISTRA: Media Pengembangan Ilmu Pendidikan Dasar dan Keislaman
Vol 15
, No 2
(2025)
In order to ease the students understanding and improve the innovation in teaching, teachers are trying to find best way in delivering material. One of the way is by maximizing the use of Information and Communication Technology (ICT). There are many challenges faced by teachers from many factors such as internet connection, device availability and compatibility and so on and teachers also have solutions as the temporary solutions. This research used qualitative method by selecting the responde...
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Assistance Farmers Group in Surabaya for use Organic Waste Shredding Machines and Their Management as Compost and Liquid Organic Fertilizer (LOF): Pendampingan Penggunaan Mesin Pencacah Limbah Organik dan Pengelolaannya Sebagai Kompos dan Pupuk Organik Cair (POC) di Kelompok Tani Surabaya
Widya, Surya ari
; Bafiqi, Medita Johana Pakula
; Inti, Ristani Widya
; Setiawan, Dharma
; Mahdani, Hakkul Bahiz
Agricultural-Animal Science Innovatian and Empowernment Journal
Vol 1
, No 1
(2025)
The aim of this community service activity is to provide training to farmer group members on the use of organic waste shredding machines and the process of converting waste into compost and liquid organic fertilizer (POC) in Surabaya. This activity was conducted 2 days from 5 Oktober and 9 November 2023 in Babatan urban village. The methods used in this program include Participatory Rural Appraisal (PRA) and Rapid Rural Appraisal (RRA). The results of the PRA indicate that farmers had limited un...
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Student Capacity Building With Mozzarella Cheese Making Training At Smk Negeri 1 Mojosongo, Boyolali
Agricultural-Animal Science Innovatian and Empowernment Journal
Vol 1
, No 1
(2025)
Students of SMK Negeri 1 Mojosongo, especially those majoring in Ruminant Livestock Agribusiness, need training in making mozzarella cheese to increase their knowledge in milk processing. Milk is a superior commodity that is very popular in Boyolali, Central Java. Training in processing cow's milk into processed products, namely mozzarella cheese, aims to develop the value of cow's milk which is easily damaged/stale, so that processing it into mozzarella cheese can provide a solution to increase...
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Extension on Layer Chicken Farming Management at UD. Golden Egg in Talok Village, Pangkah District, Tegal Regency: Penyuluhan Pengelolaan Peternakan Ayam Petelur di UD. Golden Egg di Desa Talok Kecamatan Pangkah Kabupaten Tegal
Agricultural-Animal Science Innovatian and Empowernment Journal
Vol 1
, No 1
(2025)
This activity aims to enhance the knowledge and skills of poultry farmers through training sessions covering aspects of feed management, animal health, animal welfare, financial management, and occupational safety and health. The methods used include educational sessions, demonstrations, and pre-test and post-test assessments to measure participants' understanding. The effectiveness of the training was evaluated through monitoring in the fourth week after the sessions by observing changes in fa...
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