JoWUA

Volume 17, Issue 1

Advances and Challenges in the Integration of Quantum Computing in Artificial Intelligence: A Systematic Review

Authors: Yesenia del Rosario Vásquez Valencia, Alvaro Nilmer Sumaran Flores, Jean Pieer Salcedo Huarez, Joaquín Alberto Carbajal Palomino, Francisco Manuel Hilario Falcon, Omar Perez Huaman, and Liliana Bayona Castañeda

DOI: 10.58346/JOWUA.2026.I1.001

Pages: 1-20

Keywords: Methodologies, Machine Learning, Quantum Computing, QML, AI.

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Deep Learning for Autism Spectrum Disorder: A Multifaceted Analysis of Genetic, Environmental, and Neurological Influences

Authors: Tintu Varghese, and Dr.K. Devasenapathy

DOI: 10.58346/JOWUA.2026.I1.002

Pages: 21-33

Keywords: Dense Neural Network (DNN), Recurrent Neural Network (RNN), Convolutional Neural Networks (CNN).

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Deep Neural Networks for Plant Disease Detection: Insights from VGG16, U-Net, and ResNet

Authors: J. Dhannya, and Dr.S. Veni

DOI: 10.58346/JOWUA.2026.I1.003

Pages: 34-46

Keywords: VGG16, U-Net, ResNet, Neural Network Architectures, Precision Agriculture, Sustainable Agriculture.

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Optimizing E-Learning Systems through Cross-Layer Design for Seamless Delivery in Mobile and Ubiquitous Computing Networks

Authors: Asliddin Isomiddinov, Gafur Namazov, Farhod Alimov, Dilora Ravshankulova, Sadoqat Jurayeva, Mekhriniso Toshpulatova, and Feruza Urinboyeva

DOI: 10.58346/JOWUA.2026.I1.004

Pages: 47-63

Keywords: Cross-Layer Design, E-Learning Systems, Mobile Networks, Network Optimization, Latency Reduction, Throughput Improvement, Adaptive Content Delivery.

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A Predictive Load-Aware and Multi-Scale Energy-Behavior Optimization Algorithm for Decentralized Multi-Agent Systems in Dynamic Power Networks

Authors: Kuppani Sathish, Dr.M. Varalatchoumy, Dr.K. Vinutha, B.N. Shwetha, Dr. Venkateswararao Pulipati, and Dr.Y. Jeevan Nagendra Kumar

DOI: 10.58346/JOWUA.2026.I1.005

Pages: 64-85

Keywords: Decentralized Multi-Agent Systems, Predictive Load Management, Energy-Behavior Optimization, Consensus Control, Dynamic Power Networks, Dual-Layer Optimization, Distributed Intelligence.

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Increasing Energy Harvesting Rates for Underwater Wireless Sensor Networks Using Stochastic Network Calculus

Authors: M.R. Christhu Raj, S.R. Vignesh, V. Rajeev Sukumaran, P. Ramakrishnan, and Dr.S.V. Manikanthan

DOI: 10.58346/JOWUA.2026.I1.006

Pages: 86-100

Keywords: Underwater Wireless Sensor Networks (UWSNs), Depth-Based Routing (DBR), Stochastic Network Calculus (SNC), Energy-Harvesting (EH), Secure and Reliable Underwater Internet Services, Energy Efficiency.

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Smart Memory Augmented Neural Network for Anomaly-Based Intrusion Detection System in IoT

Authors: Veena Potdar, Dr. Mohan Govindasa Kabadi, and Dr.N. Dayanand Lal

DOI: 10.58346/JOWUA.2026.I1.007

Pages: 101-119

Keywords: Anomaly Based Intrusion Detection System, Feature Selection, Internet of Things, Fast Flying Particle Swarm Optimization, Smart Memory Augmented Neural Network.

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Optimized FBMC-OQAM-CDMA Framework for Low-Complexity Interference Mitigation in MIMO Systems with Space-Time Coding

Authors: Satish Kanapala, and Shaik Jakeer Hussain

DOI: 10.58346/JOWUA.2026.I1.008

Pages: 120-141

Keywords: MIMO, FBMC-OQAM, Spectral Efficiency, Space Time Coding, Zero-Forcing, Maximum Likelihood.

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Forecasting Big Mart Sales Using Recurrent Neural Networks Enhanced with Explainable AI Techniques

Authors: P.A. Arifa, and Dr.K. Devasenapathy

DOI: 10.58346/JOWUA.2026.I1.009

Pages: 142-153

Keywords: BigMart Sales Forecasting, Recurrent Neural Networks, Explainable AI, SHAP, LIME, Time Series Prediction, Retail Analytics.

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Cloud-Based Collaborative Virtual Reality Labs for Advanced Microarchitecture Education and Remote Teaching

Authors: Shakhboz Meylikulov, Abdurasul Abdullayev, Aziza Kudratova, Mavluda Kubayeva, Aziza Sharipova, Maxliyo Umarqulova, and Sardor Ibragimov

DOI: 10.58346/JOWUA.2026.I1.010

Pages: 154-169

Keywords: Cloud-based Virtual Reality, Collaborative VR Laboratories, Microarchitecture Education, Remote Engineering Teaching, Multi-User VR Simulation, Pipeline and Cache Visualization, Experiential Learning Analytics.

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