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Deteksi Dini Penyakit Tanaman Tomat Menggunakan Model Real-Time Detection Transformer (RT-DETR)
Raharjo, Teguh
; Putro, Herman Purwoko
; Sari, Herva Emilda
; Raharjo, Teguh
; Putro, Herman Purwoko
; Sari, Herva Emilda
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Deteksi dini penyakit pada tanaman tomat merupakan aspek penting dalam pertanian modern untuk menjaga produktivitas dan meminimalkan kerugian akibat serangan penyakit. Penelitian ini bertujuan untuk mengembangkan dan mengevaluasi sistem deteksi dini penyakit tanaman tomat menggunakan model Real-Time Detection Transformer (RT-DETR) berbasis deep learning. Dataset yang digunakan terdiri dari 1.000 citra daun tanaman tomat yang terinfeksi berbagai jenis penyakit, yang telah melalui proses pelabelan...
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Optimization of Searching for the Closest Route to Futsal Fields in Jayapura City Using the Greedy Algorithm
Tuhumena, Arthur
; Lahallo, Jim
; Hassan, Patmawati
; Tuhumena, Arthur
; Lahallo, Jim
; Hassan, Patmawati
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
The increasing popularity of futsal in Jayapura City has created a growing demand for efficient access to information regarding available sports facilities. However, the lack of an integrated digital platform leads to inefficiencies in locating and booking futsal fields, often forcing users to rely on manual communication or generic navigation services that lack real-time data. This study aims to develop an Android-based application that optimizes the search for the nearest futsal field using th...
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Implementasi Metode Vision Transformer (ViT) Dalam Klasifikasi Jenis Tanah
Hasbi, Abdilah
; Ardollynata, Ardollynata
; Tumanggor, Benelekser
; Hasbi, Abdilah
; Ardollynata, Ardollynata
; Tumanggor, Benerlekser
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
This study applies the Vision Transformer (ViT) method to soil-type classification and evaluates its accuracy using digital images. The Vision Transformer (ViT) is a Deep Learning architecture that uses self-attention to extract global features from images, enabling it to recognize texture and color patterns more comprehensively than other convolutional methods. The dataset used consists of eight soil types, each containing 77 image data in “.jpg” format. Each image was processed and augmented t...
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A Hybrid Deep-Learning and Evolutionary Feature-Selection Framework for Skin Lesion Classification: Application to Monkeypox Detection
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2026)
The recent resurgence of Monkeypox has highlighted the urgent need for fast and accurate diagnostic tools. In this paper, we propose a new framework of hybrid deep learning to combine both DenseNet121 and MobileNetV2 to obtain both rich and supplementary attributes of the skin lesion images. By pooling the outputs of these two models in terms of features, we get the lightweight representation of the images as well as rich representations of the images. To improve the feature set, we use Genetic...
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Penegakan Hukum Terhadap Tindak Pidana Perjudian Ditinjau Berdasarkan Pasal 303 Kitab Undang-Undang Hukum Pidana
Jurnal Penelitian Serambi Hukum
Vol 19
, No 01
(2026)
This study aims to determine 1) the law enforcement against gambling crimes as reviewed based on Article 303 of the Criminal Code. 2) the obstacles and challenges faced in law enforcement against gambling crimes as reviewed based on Article 303 of the Criminal Code. This research method uses an empirical juridical approach, which is research that examines legal realities that occur in society, by looking at it from an empirical perspective. The types of data used are primary data through intervi...
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Perlindungan Hukum Terhadap Anak Sebagai Korban Kekerasan Dalam Rumah Tangga
Jurnal Penelitian Serambi Hukum
Vol 19
, No 01
(2026)
This study aims to determine 1) the legal protection of children as victims of domestic violence. 2) the obstacles faced and alternative solutions provided to children as victims of domestic violence. This research method uses a normative-empirical legal approach with a prescriptive research type, focusing on literature studies. The data used are primary data through interviews and secondary data sourced from primary, secondary, and tertiary legal materials. The data collection technique is carr...
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Analisis Yuridis Terhadap Tindak Pidana Perampasan Kendaraan Bermotor Oleh Debt Collector Dalam Praktek Leasing di Indonesia (Studi Putusan No. 176/Pid.B/2018/PN. Lbo)
Jurnal Penelitian Serambi Hukum
Vol 19
, No 01
(2026)
This study aims to determine 1) the legal analysis of the criminal act of unilateral confiscation of motor vehicles by debt collectors in leasing practices in Indonesia (Study of Decision No. 176/Pid.B/2018/PN. Lbo). 2) the legal responsibility of leasing companies for the criminal act of unilateral confiscation of motor vehicles carried out by debt collectors in leasing practices in Indonesia (Study of Decision No. 176/Pid.B/2018/PN. Lbo). This research method uses a normative legal approach. T...
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The Future of Learning: Integrating Robotic Efficiency for Enhanced Educational Efficacy
Journal of Global Hospitality and Tourism Technology
Vol 1
, No 1
(2026)
The Covid-19 pandemic has posed learning barriers for communities in Indonesia and around the world. It has disrupted normal teaching and learning activities, necessitating the adoption of distance learning. Students face challenges during distance learning, including low motivation to succeed and complete online classes, as well as difficulty in handling encountered problems or difficulties. Robotics was chosen as a learning medium because it has been proven to stimulate self-efficacy. The deve...
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The Evolution of Madiun City: The Impact of Accessibility on Urban and Economic Transformation
Forum Geografi
Vol 40
, No 1
(2026)
The development of Madiun from 1900 to the 2000s was shaped by political, economic and infrastructure changes that influenced its urban structure. This research examines the city's transformation from the colonial (1990-1945) to the reform era (1998-now), focusing on the relationship between accessibility and the growth of new economic centres. Although previous studies have explored its development, they lack insights into this specific connection. Using a spatial and diachronic approach, the s...
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Implementasi Penggunaan Teknik Keamanan Data Hashing Dan Limit Login Pada Login Sistem Pengelolaan Pencatatan Barang Dppesdm Berbasis Web
Syarhanazmi
; M. Miko Sahputra Sembiring
; Vima Zikra Adha Lubis
; Ilhamuddin Ilhamuddin
; Mhd. Furqan
Vol 5
, No 3
(2026)
Penelitian ini berfokus pada penguatan arsitektur keamanan modul autentikasi sistem SIGUDANG di DPPESDM Provinsi Sumatera Utara, yang sebelumnya memiliki kerentanan terhadap serangan brute force otomatis. Masalah utama yang diidentifikasi adalah risiko pengambilalihan akun secara ilegal akibat ketiadaan pembatasan laju permintaan (rate limiting) dan perlindungan kredensial yang kuat pada lapisan basis data. Tujuan penelitian ini adalah menciptakan sistem autentikasi yang tangguh melalui implemen...
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