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A Lightweight Maize Leaf Disease Recognition Using PCA-Compressed MobileNetV2 Features and RBF-SVM
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
The integration of Artificial Intelligence (AI) into precision agriculture has significantly improved plant disease recognition; however, many existing deep learning models remain computationally expensive and feature-redundant, limiting their deployment on low-power and edge devices. To address these limitations, this study proposes a lightweight framework for maize leaf disease recognition based on serial deep feature extraction, dimensionality reduction, and machine-learning–based classificat...
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Analisis Proksimat Jagung Pulut (Zea mays L. var Damahu) dari Desa Bontula Kecamatan Asparaga Kabupaten Gorontalo
Jurnal Riset Rumpun Ilmu Tanaman
Vol 4
, No 2
(2025)
The Damahu waxy corn (Zea mays L. var. Damahu) is a local variety traditionally cultivated by the Gorontalo community and possesses significant potential for the development of functional food products. This study aimed to determine the nutritional composition of the Damahu waxy corn variety originating from Bontula Village, Asparaga District, Gorontalo Regency, through proximate analysis. The corn samples were dried, milled, and analyzed using standard analytical procedures to quantify moisture...
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EDANet: A Novel Architecture Combining Depthwise Separable Convolutions and Hybrid Attention for Efficient Tomato Disease Recognition
Ibrahim, Yusuf
; O. Momoh, Muyideen
; O. Shobowale, Kafayat
; Mukhtar Abubakar, Zainab
; Yahaya, Basira
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
Tomato crop yields face significant threats from plant diseases, with existing deep learning solutions often computationally prohibitive for resource-constrained agricultural settings; to address this gap, we propose Efficient Disease Attention Network (EDANet), a novel lightweight architecture combining depthwise separable convolutions with hybrid attention mechanisms for efficient Tomato disease recognition. Our approach integrates channel and spatial attention within hierarchical blocks to pr...
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Experimental Evaluation of Various Chaos-based Image Encryption Schemes
Journal of Computing Theories and Applications
Vol 3
, No 1
(2025)
The widespread use of digital images, driven by low-cost, handheld acquisition devices, has increased the need for robust security measures to safeguard privacy. This demand is further underscored by rising identity theft and other image-related crimes. This study presents a chaos-based experimental evaluation of contemporary image encryption algorithms. Owing to intrinsic properties such as sensitivity to initial conditions and pseudo-randomness, chaos theory has become increasingly prominent i...
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Law Enforcement Against Companies Accused of Illicitly Providing Facilities for Jarimah in Banda Aceh City's Jurisdiction
International Journal of Sociology and Law
Vol 2
, No 3
(2025)
The special autonomy granted to Aceh Province allows for the implementation of Islamic criminal law (jinayat), yet challenges remain in law enforcement, particularly against corporations that provide facilities for Jarimah. Despite the enactment of Qanun Number 6 of 2014 on Hukum Jinayat, prosecutions have largely focused on individuals, while companies such as hotels, boarding houses, and cafés frequently escape accountability, even when their facilities are used to commit acts such as khalwat,...
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Coaching Without Going Through the Court Against Suspected Jarimah Violators By Satpol PP and Wh Lhokseumawe
IJLS (International Journal of Law and Society)
Vol 2
, No 3
(2025)
In Aceh, the provision of guidance is regulated in Articles 5 and 6 of Gubenur Regulation Number 139 of 2016, which states that the main task and function of the Civil Service Police Unit and Wilayatul Hisbah Aceh is the guidance function. Article 1 point 14 of Qanun Number 7 Year 2013 on Jinayat Procedure Law states that the function of Wilayatul Hisbah (WH) is to socialise, supervise, enforce, and foster the implementation of Islamic Sharia. Therefore, there is a problem of interpreting the au...
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Analisis Kesulitan Belajar Siswa pada Mata Pelajaran Kelistrikan Otomotif Siswa Kelas XI Jurusan Teknik Kendaraan Ringan di SMK N 4 Lhokseumawe
Jurnal Universal Technic (UNITECH)
Vol 4
, No 1
(2025)
This research aims (1) to determine the internal and external factors that cause learning difficulties for students majoring in TKRO at SMK N 4 Lhokseumawe, (2) to find out learning strategies that can help class XI students majoring in TKRO at SMK N 4 Lhokseumawe. This research is descriptive qualitative research. Data was obtained through observation, interviews, documentation. The research subjects were class XI students majoring in light vehicle engineering at SMK N 4 Lhokseumawe. Research d...
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Pengembangan Game Erfina sebagai Media Pembelajaran Ekosistem : (Penelitian Pengembangan di Kelas VII SMP Negeri 02 Satu Atap Suwawa Selatan)
Oktaviani Rajalawo
; Abubakar Sidik Katili
; Marini Susanti Hamidun
; Elya Nusantari
; Ani M. Hasan
; Ramli Utina
Jurnal Ilmu Sosial, Bahasa dan Pendidikan
Vol 5
, No 1
(2024)
This study aims to develop erfina game as ecosystem learning media and to know and describe the results of expert validation, teacher responses, student responses and student learning outcomes of the developed media. This research uses the research and development method (Research & Development). The model used in this research is ADDIE consisting of 3 stages, namely Analysis, Design, and Development. The trial was conducted on 10 students of Class VII of SMP Negeri 02 Satu Atap Suwawa Selat...
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Pengembangan Modul Pembelajaran Biologi pada Materi Interaksi dalam Ekosistem Berbasis Pendekatan Contextual Teaching And Learning (CTL) Kelas X di SMA Negeri 1 Tilango
Desriyanti Tane
; Ramli Utina
; Marini Susanti Hamidun
; Masra Latjompoh
; Frida Maryati Yusuf
; Abubakar Sidik Katili
Algoritma : Jurnal Matematika, Ilmu pengetahuan Alam, Kebumian dan Angkasa
Vol 3
, No 1
(2024)
This research aims to describe the validity, practicality and capability of student learning outcomes using Contextual Teaching and Learning (CTL) based learning modules . The test subjects in this research involved 20 class X students of SMA Negeri 1 Tilango for the 2023/2024 academic year. The CTL-based module developed refers to the ADDIE (Analysis, Design, Development, Implementation, Evaluation) development model which is limited to the limited-scale trial development stage. The research re...
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Faktor – faktor yang melatarbelakangi terjadinya Fraud: Studi Empiris pada KAP di Jakarta Timur
Kajian Ekonomi dan Akuntansi Terapan
Vol 1
, No 2
(2024)
This research was conducted to uncover factors that are likely to have an impact on audit fraud. The research was conducted using descriptive quantitative research methods. This descriptive quantitative research uses a closed questionnaire method in data collection. The sample data obtained in this research was 148 respondents. The data obtained is then processed using SPSS statistical software version 22. From this research, it was found that audit fees, audit tenure, independence, work experie...
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