Vol. 10 - Issue 6 (June - 2026)


X142: An Enhanced Xception-Based Deep Learning Architecture for Multi-Class Respiratory Disease Classification Using Lung Sound Spectrograms
Authors: Qasem M. M. Zarandah, Prof. Dr. Habibollah Bin Haron, Samy S. Abu-Naser
Keywords: Respiratory Disease Classification, Deep Learning, Xception, X142, Lung Sound Analysis, Spectrogram, Convolutional Neural Networks, Medical Artificial Intelligence.
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Deep Transfer Learning for Accurate Classification of Grape Leaf Diseases
Authors: Malak S. Abu Mettleq and Samy S. Abu-Naser
Keywords: Deep Learning, Xception, Plant Disease Detection, Transfer Learning, Precision Agriculture, Explainable AI
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Quantum-Theoretic Optimization Framework for Smart Renewable Energy Integration and Techno-Economic Stability in Hybrid Power Systems
Authors: Amadi Oko Amadi, , Onuoha Raymond Udochukwu and Ifeanyi Moses Iwueze
Keywords: Quantum theory; Renewable energy integration; Smart grid; Hybrid power systems; Techno-economic optimization; Energy storage; Quantum-inspired algorithms.
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Ethical Challenges of Artificial Intelligence and Data Privacy in the Digital Age
Authors: Virendra Tank, Assistant Professor, Shri Mahaveer College, Jaipur, Rajasthan (India)
Keywords: Artificial Intelligence, Data Privacy, Algorithmic Accountability, GDPR, EU AI Act, Surveillance, Digital Ethics, Informed Consent.
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Federated Learning in Food Safety Surveillance: Architectures, Applications, and Open Challenges
Authors: Akinode John Lekan,Opeoluwa Oluyemisi Oyinlola
Keywords: ederated learning; food safety; data privacy; distributed systems; pathogen detection; blockchain; edge computing; supply chain surveillance.
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Green Electricity Decisions of Manufacturing SMEs in Southern Vietnam under Peak-Hour Tariff Reform
Authors: Dat Le Minh, Ha Nguyen Manh
Keywords: Green Electricity, Rooftop Solar, SME, Peak-Hour Tariff, Prospect Theory, Institutional Theory, PPA, BESS, Intermediary, Vietnam
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Design And Construction Of A Dust Extractor For Workshop Environment
Authors: Sogwe Izibeya, Uchendu Frank and Olisa Yemi Philip
Keywords: Blower, Atmospheric pressure, Static pressure, Suction, Iron filings, Saw dust, Woodwork.
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Multi-Class Face Forgery Detection: Distinguishing Real, Photoshop-Manipulated, GAN-Generated, and Diffusion-Generated Faces Using Deep Learning
Authors: Fatima M. Salman, Samy S. Abu-Naser
Keywords: deepfake detection, GAN-generated faces, diffusion model, Swin Transformer, multi-class classification, Grad-CAM, face forgery, XAI in Forensics, Diffusion Artifacts Detection.
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Offline Smart Home Voice Assistant.
Authors: Emmanuel Charles kiseo, Laya Amiri, Sophia Sebastian Jobu,
Keywords:
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The Role of Supervised and Unsupervised Machine Learning in Mitigating Cyber Threats to Healthcare Infrastructure in Louisiana
Authors: Chinonso Valentine Nnachetam
Keywords: Cybersecurity, Healthcare, Louisiana, Supervised Learning, Unsupervised Learning,
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On demand location based car wash services application:A case study at Iringa,Tanzania.
Authors: Haruni Samson Mdagachule, Amina Athumani Msemo, Saumu Haji Ngoma, Raphael Lutandula, Precious Deus, Rehema Kalinga, Said Ibrahimu.
Keywords:
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Optimisation Approach To House-Hold Kerosene Supply Chain In South-South Region Of Nigeria
Authors: Ogbereyo, S.; William-Porbeni, D.; Owei B. J.
Keywords: Household kerosene · Supply chain optimization · GAMS · Refinery · Mathematical modeling
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Analysis Of A Hybrid Micro Grid With Photovoltaic System, Battery And A Geerator
Authors: Nwala, Thankgod, and Bodise Lebrum Bolou-Sobai
Keywords: Hybrid micro-grid system; Photovoltaic (PV) array; Battery storage system; Diesel generator
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Transfer Learning and Domain Adaptation: Supervised Learning Across Distribution Shifts
Authors: Virendra Tank
Keywords: ERT, GPT series, Vision Transformers, CLIP, Adversarial methods (DANN), optimal transport approaches, Meta-learning (MAML), prompt-based learning, Cross-lingual transfer, medical imaging, remote sensing
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