JoWUA

Volume 16, Issue 1

Enhancing Real-Time Violence Detection in Video Surveillance Using Hybrid Deep Learning Model

Authors: Mohammed Inayathulla and K Rajasekhara Rao

DOI: 10.58346/JOWUA.2025.I1.021

Pages: 344-361

Keywords: Violence Detection (VD), Deep Learning (DL), Surveillance Systems, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs).

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Development of a Lexicon for Manets to Enhance Performance and Security

Authors: T. Yogesha and Dr.S.N. Thimmaraju

DOI: 10.58346/JOWUA.2025.I1.022

Pages: 362-374

Keywords: MANets, Security, Lexicon, Performance Metrics, Packet Exchange.

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HRAESN-IoT: A Hybrid Residual Attention and Echo State Network Approach for IoT-Enabled Heart Disease Prediction

Authors: Venkatesh Bhandage, Manjunath G. Asuti, Nijaguna Gollara Siddappa, Praveenkumar S Challagidad, Nirmalkumar S. Benni, D. Cenitta and R. Vijaya Arjunan

DOI: 10.58346/JOWUA.2025.I1.023

Pages: 375-389

Keywords: IoT, Heart Disease Prediction, Ischemic Heart Disease (IHD), Deep Learning, Attention Residual Learning, Echo State Network (ESN), Cardiovascular Disease, Real-Time Monitoring, Medical Diagnosis, Wearable Sensors.

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Enhancing Software Reusability in Higher Education Applications through Microservices Architecture

Authors: Nagham Kamil Hadi, Saad Hussein Abed Hamad, Safa Jaber Abbas, Gamal Fathalla Ali, and Mahmoud Mohamed Mahmoud Maadi

DOI: 10.58346/JOWUA.2025.I1.024

Pages: 390-409

Keywords: Microservices Architecture, Software Reusability, Higher Education Applications, Modular design, Migration to Microservice.

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An Effective Model for Analyzing Secure Data and Optimizing Backups and Restoring Large Data

Authors: Intisar N. Manea, Auhood Mukr Dayish and Ali Hasan Kamil

DOI: 10.58346/JOWUA.2025.I1.025

Pages: 410-430

Keywords: Multi-Cloud, Data Backup, Data Recovery, Deduplication, Delta Compression, Machine Learning, Storage Cost Optimization, Cloud Computing, Data Integrity, System Resilience.

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A Multi-Faceted Framework to Enhance Lifespan and Optimize Latency in Wireless Sensor Networks

Authors: Seethamraju Sudhamsu Mouli, Veeraiah Thalagondapati and T. Raja Rao

DOI: 10.58346/JOWUA.2025.I1.026

Pages: 431-455

Keywords: Wireless Sensor Networks, Cluster Heads, Relay Nodes, Medium Access Control, Network Lifetime.

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AI Generation of Smart Contract for Decentralized Autonomous Applications

Authors: Alfred Kuhlman and Arya Wicaksana

DOI: 10.58346/JOWUA.2025.I1.027

Pages: 456-477

Keywords: Autonomous, Blockchain, Code Generation, Decentralized System, Smart Contract.

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Adaptive Wireless Network Model with Reinforcement Learning for Language Proficiency Development

Authors: Nazmiya Mukhitdinova, Manzura Shamsitdinova, Ugiloy Bolbekova, Obidjon Otamuratov, Dildora Buranova, Mukhayyo Kambarova, Dilfuza Azimova and Ibrokhim Sapaev

DOI: 10.58346/JOWUA.2025.I1.028

Pages: 478-487

Keywords: Wireless Network, Reinforcement Learning, Language, Proficiency.

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R-GAN-NET: A Novel Deep Convolution Neural Network with Augmentation to Detect Lounge Nodules

Authors: Asiya and N. Sugitha

DOI: 10.58346/JOWUA.2025.I1.029

Pages: 488-507

Keywords: Deep Learning, CNN, R-GAN, VGG16, LIDC-ID

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Stock Index Prediction Using Temporal Convolutional Network and Long Short-Term Memory Network Optimized by Genetic Algorithm

Authors: Zeren Shi, Othman Ibrahim and Hanini Ilyana Che Hashim

DOI: 10.58346/JOWUA.2025.I1.030

Pages: 508-527

Keywords: TCN, LSTM, Genetic Algorithm, Stock Prediction.

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