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Menampilkan 1–7 dari 7 artikel
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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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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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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Addressing the Barriers to Trade and Investment in Nigeria from an Islamic Perspective
JURNAL IQTISAD: Reconstruction of Justice and Welfare for Indonesia
Vol 11
, No 2
(2024)
The objective of this research is to address the issue of trade and investment in Nigeria from an Islamic perspective. A comprehensive approach will be employed, encompassing the analysis of trade and investment policies, the identification of barriers and obstacles, and the consideration of Islamic teachings. This approach is designed to provide insights and solutions that will enhance trade and investment in Nigeria. The research methodology will entail a systematic and comprehensive literatur...
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Peran Agribisnis dalam Perekonomian dan Urgensinya Menurut Pandangan al-Qur’an
JURNAL IQTISAD: Reconstruction of Justice and Welfare for Indonesia
Vol 10
, No 1
(2023)
This research sets out from the fact that Indonesia is a country that relies on the agribusiness sector to develop the national economic growth. However, oftentimes agribusiness is only seen as a mere business activity, without delving deeply in terms of its relation to religious values, such as the perspective of the Koran. This study aims to describe the important roles of agribusiness in the economy of Indonesian and simultanously to explore its urgency in the view of the Koran. This research...
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UPAYA AMERIKA SERIKAT DALAM MENJAGA KEAMANAN NASIONAL DARI CYBER WAR TAHUN 2009-2013
Transformasi: Jurnal Ilmu-Ilmu Sosial
Vol 1
, No 28
(2017)
The evolution of Information Technology of the 21st century growing increasingly. Cyberspace has become into a new arena in the dynamics of International relations. The United States notice a ―Wake-up Call‖ when The hacking of military base in the Middle East in 2008 and NASA's Jet Propulsion Laboratory in China's Internet Protocol address in 2012. This research focuses about the effort of The United State’s National Security of Cyber War in 2009-2013 by President Obama. This efforts it’...
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