JoWUA

Volume 17

SFREOM: A Smart Flood-Resilient Energy Optimization Model for Sustainable Disaster-Response Solar PV-Battery Systems

Authors: Jimson Varghese, and Dr.J. Arul Linsley

DOI: 10.58346/JOWUA.2026.I2.031

Pages: 558-578

Keywords: Smart Flood-Resilient Energy Optimization Model (SFREOM), Solar PV-Battery Systems, Hybrid Metaheuristic Optimization (HMO), Particle Swarm Optimization (PSO), Genetic Algorithm (GA), Physics-Informed Neural Networks (PINNs), Dynamic Load Balancing Controller (DLBC), Disaster-Response Energy Systems, Resilient Microgrids.

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Design of an AI-Driven Collaborative Learning Model for Enhancing Peer Interactions and Knowledge Sharing in Online Education

Authors: Ulugbek Eshqarayev, Shaxnoza Niyozova, Nigora Bafoyeva, Bakhrom Urolov, Maqsudbek Djuraboyev, Mavlon Bekmirzayev, and Zilola Usmonova

DOI: 10.58346/JOWUA.2026.I1.031

Pages: 562-573

Keywords: Artificial Intelligence, Collaborative Learning, Online Education, Peer Interaction, Knowledge Sharing, Learning Analytics.

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Stylometric Robustness with DeBERTa: Identifying Authorial Shifts in Adversarial and Collaborative Texts

Authors: Riya Sanjesh, and Pamela Vinitha Eric

DOI: 10.58346/JOWUA.2026.I1.032

Pages: 574-591

Keywords: Stylometry, Deberta (Decoding-Enhanced BERT with Disentangled Attention), Authorial Shifts, Text Analysis, Style Change Detection, Adversarial Writing, Forensic Linguistics, Transformer Models.

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Nano-Networking and Quantum Dot Communication Protocols for Ultra-Low Latency and Scalable Mobile E-Learning Deployment

Authors: Fariza Maratova, Nematjon Mamajonov, Shakhlo Jamolova, Shakhboz Meylikulov, Jamoliddin Juraev, Azizbek Ismailov, and Nilufar Esanmuradov

DOI: 10.58346/JOWUA.2026.I2.032

Pages: 579-592

Keywords: Nano-Networking, Quantum Dot Communication, Mobile E-Learning, Ultra-Low Latency Networks, Edge Intelligence, Scalable Wireless Learning Systems, Adaptive Routing Protocols.

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Quantum Machine Learning-Enhanced Multiagent Reinforcement Learning for Intelligent Crop Resource Allocation in IoT-Enabled Smart Agriculture

Authors: Bandla Prasanthi, and Satya Sai Ram Manchikalapudi

DOI: 10.58346/JOWUA.2026.I1.033

Pages: 592-611

Keywords: Quantum Machine Learning (QML), Multiagent Reinforcement Learning (MARL), Smart Agriculture, IoT Integration, Dynamic Resource Allocation, Crop Management, Precision Farming, Sustainable Agriculture, Real-Time Adaptation, Yield Prediction.

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Vision Transformer Based Cross Disorder MRI Screening with Interpretable Saliency Guided Decisions

Authors: Ratnakala Patil, and Dr. Sachinkumar Veerashetty

DOI: 10.58346/JOWUA.2026.I2.033

Pages: 593-613

Keywords: Vision Transformer (ViT), Cross-Disease Screening, Brain MRI, Alzheimer’s Disease, Epilepsy, Brain Tumor Detection, Explainable AI (XAI).

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A Novel Hierarchical Temporal–Graph Physics-Guided Fusion Network for Predictive Fault Diagnosis in Robotic Arms

Authors: Balaji Periasamy, Dr.P. Rajalakshmy Venugopal, and R. Madhanraj

DOI: 10.58346/JOWUA.2026.I1.034

Pages: 612-629

Keywords: Robotic Arms, Predictive Fault Diagnosis, Physics-Guided Learning, Graph Transformer, Hierarchical Temporal Modeling, Multi-Sensor Fusion, Predictive Maintenance.

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Explainable AI Framework for Predicting Learning Disabilities Using Random Forest

Authors: P.J. Anu, and K. Ranjith Singh

DOI: 10.58346/JOWUA.2026.I2.034

Pages: 614-629

Keywords: Learning Disabilities, Explainable Artificial Intelligence (XAI), Random Forest, SHapley Additive exPlanations (SHAP), Educational Data Mining; Machine Learning, Student Performance Analysis, Early Learning Disability Detection.

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Automated Acute Lymphoblastic Leukemia Detection from Blood Smear Images Using an Enhanced VGG-Based Hybrid Architecture and Novel K-Means Segmentation

Authors: P. Prasad, and Dr.C. Madhusudhana Rao

DOI: 10.58346/JOWUA.2026.I1.035

Pages: 630-647

Keywords: Acute Lymphoblastic Leukemia, Blood Smear Image Analysis, Enhanced VGG Network, Modified K-Means Segmentation, Hybrid Deep Learning, White Blood Cell Classification, Computer-Aided Diagnosis.

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An Intelligent AI-Driven Firewall Framework for Zero-Day Threat Detection in Mobile and Interactive Network Environments Using Deep Learning and Explainable AI

Authors: V. Asha, and S. Kanaga Suba Raja

DOI: 10.58346/JOWUA.2026.I2.035

Pages: 630-649

Keywords: AI-Driven Firewalls, Deep Learning, Explainable AI, Zero-Day Threat Detection, Federated Learning, Convolutional Neural Network, Reinforcement Learning.

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