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Analisis Performansi Pendekatan Machine Learning Pada Deteksi Penyakit Daun Tanaman Kopi
Purnomo, Rosyana Fitria
; Purnomo, Rosyana Fitria
; Yodhi Yuniarthe
; Hilda Dwi Yunita
; Fatimah Fahurian
; Ahmad Ikhwan
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2026)
Detection and identification of plant diseases is critical to the success and efficiency of agricultural production. Plant disease outbreaks are becoming more frequent throughout the world, and the presence of these diseases in cultivated plants has a significant impact on productivity. Therefore, researchers are focusing on developing effective and reliable plant disease detection methods. Thus, farmers can take advantage of early detection of this disease to minimize future losses. This articl...
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Strategi Bertahan UMKM Kue di Tengah Persaingan Kuliner Modern
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 4
, No 1
(2026)
The rapid growth of the modern culinary industry has created intense competition for Micro, Small, and Medium Enterprises (MSMEs), particularly traditional and home-based cake businesses. This situation requires cake MSMEs to adopt appropriate strategies in order to sustain their businesses. This study aims to analyze the survival strategies implemented by cake MSMEs amid modern culinary competition. The research employs a qualitative approach with a descriptive design. Data were collected throu...
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Flood Mitigation in East Coast Semarang City: Hydrological and Hydraulic Analysis for Polder System Optimization
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Flooding is a recurring hazard across Indonesia, particularly in urban regions such as Semarang City, where high-intensity rainfall, tidal surges, land subsidence, and changes in land use contribute to frequent inundation. This study investigates the effectiveness of the Sringin Polder system in mitigating flood risks through an integrated hydrological and hydraulic analysis. The hydrological component involved calculating design rainfall values for various return periods, with a peak intensity...
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PENGEMBANGAN DESA WISATA KIRINGAN BERBASIS ECO EDUTOURISME
Abdi Teknoyasa
(2026)
Salah satu konsep desa wisata berbasis wisata alam, pendidikan, dan sejarah adalah desa wisata berbasis eco eduturisme. Perwujudan desa wisata kiringan eco-edutourism merupakan solusi untuk mewujudkan desa mandiri dan dapat memaksimalkan potensi sumber daya alam yang dimiliki dengan memberikan dampak edukasi bagi pengunjung. Konsep eco eduturisme dirasa sesuai dengan kondisi eksisting sebagai potensi yang akan dioptimalkan menjadi satu konsep desa wisata yang terintegrasi. Untuk mencapai kondisi...
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Comparative Performance Evaluation of Electric Powertrains in ICE Motorcycle Conversion
Rusli, Muhammad Rizani
; Binugroho, Eko Henfri
; Nugroho, Mochamad Ari Bagus
; Maulana, Himmawan Sabda
; Dewanto, Raden Sanggar
; Ariwibowo, Teguh Hady
; Pramadihanto, Dadet
; Jati, Mentari Putri
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
Electrifying Indonesia’s motorcycle fleet is critical for reducing urban emissions and fossil fuel dependence. This study experimentally evaluates three powertrain configurations—hub motor, continuously variable transmission (CVT), and single-gear ratio—for converting internal combustion engine (ICE) motorcycles to electric two-wheelers (E2W). Using a Honda Vario 125 platform with a 72 V, 3 kW Brushless DC motor and 1.44 kWh lithium-ion battery, performance was assessed via chassis dynamometer a...
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Edukasi Kesehatan Kognitif dan Senam Otak Lansia Menuju Lansia Mandiri dan Bahagia pada Ibu-Ibu Penggerak PKK Desa Mliwis, Boyolali, Jawa Tengah
Rahmawati, Juwita
; Yulianti, Tri
; Putri, Annisa Nur Lathifah Amanda
; Windarti, Septiana
; Fadhilah, Arini Fadhilah
; Wahyuni, Arifah Sri
; Sukmawati, Anita
; Indrayudha, Peni
; Setyadi, Gunawan
; Wulandari, Febri
; Imanto, Teguh
; Santhyami, Santhyami
Abdi Geomedisains
Vol 6
, No 2
(2026)
A prevalent issue among the elderly is cognitive deterioration. Modifications in behavior and the adoption of a healthy lifestyle have been demonstrated to mitigate cognitive decline in the elderly. The objective of community service initiatives is to disseminate knowledge regarding cognitive health in the elderly and to offer brain workouts to the community, particularly targeting women who are PKK activists in Mliwis Village. This community service initiative employs an instructional methodolo...
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Predictive Analysis of Dengue Outbreak Trends Using RapidMiner-Based Machine Learning Models
Dinamik
Vol 31
, No 1
(2026)
Demam berdarah dengue merupakan tantangan kesehatan masyarakat yang terus berulang di wilayah tropis, termasuk Indonesia. Penelitian ini bertujuan untuk memprediksi jumlah kasus tahunan dengan memanfaatkan lima algoritma pembelajaran mesin, yaitu Regresi Linier, Decision Tree, Random Forest, Support Vector Machine (SVM), dan Neural Network. Data historis tahun 2017–2024 diolah menggunakan teknik windowing deret waktu untuk menghasilkan fitur lag yang sesuai bagi pembelajaran terawasi. Evaluasi k...
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FAKTOR-FAKTOR YANG MEMENGARUHI LAMA RAWAT INAP PASIEN PENYAKIT JANTUNG DI RSUD DR. KANUJOSO DJATIWIBOWO BALIKPAPAN TAHUN 2023
Jurnal Kesehatan Masyarakat Indonesia
Vol 20
, No 4
(2026)
Latar Belakang: Penyakit jantung merupakan kondisi medis yang mempengaruhi struktur dan fungsi jantung. Pada tahun 2023, penyakit jantung koroner menjadi kasus terbanyak di RSUD dr. Kanujoso Djatiwibowo dengan 4.062 pasien rawat jalan dan 393 pasien rawat inap. Lama rawat inap dipengaruhi oleh beberapa faktor seperti usia, jenis kelamin, komplikasi pasca operasi, penyakit penyerta, dan fraksi ejeksi jantung. Penelitian ini bertujuan menganalisis faktor-faktor yang mempengaruhi lama rawat inap pa...
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Comparasi Model Deepseek dan OpenAI dalam Meningkatkan Efisiensi Pencarian Informasi pada Sistem Pencarian Algoritma
Dinamik
Vol 31
, No 1
(2026)
This study evaluates the efficiency of two artificial intelligence models, DeepSeek and OpenAI, in generating code for algorithmic systems. Efficiency is assessed through execution speed, code accuracy, and the number of code characters produced. Data were collected from 100 tests covering search, sorting, graph, dynamic programming, optimization, data processing, text, and machine learning algorithms. The objective is to compare the performance of both models to support the development of effic...
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Analisis Efektivitas Pembelajaran Bahasa Jepang Melalui Anime dan Buku Teks dengan Algoritma AI K-Means dan Decision Tree
Dinamik
Vol 31
, No 1
(2026)
The growing interest in learning the Japanese language in Indonesia, driven by popular culture such as anime, creates a need to understand the effectiveness of different learning media. The non-uniform effectiveness of media for each individual poses a major challenge. Therefore, this study aims to analyze the effectiveness of both anime and textbooks by segmenting learner profiles and identifying key determinants of success using an artificial intelligence approach. This research employed a qua...
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