JoWUA

Volume 16, Issue 3

Evaluating 5G-Based Communication Protocols for Reliable Data Transmission in Offshore Platforms

Authors: M. Nagarajan, and M. Muthukumar

DOI: 10.58346/JOWUA.2025.I3.021

Pages: 371-381

Keywords: 5G Communication, Offshore Platforms, Reliable Data Transmission, Edge Computing, Network Performance Evaluation, Low Latency, Industrial IoT, Real-Time Monitoring, Wireless Protocols, Maritime Communication.

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Exploring Pervasive Computing Models to Improve Crew Connectivity and Safety in Global Shipping Routes

Authors: M.A. Bruno, and V. Ayyappan

DOI: 10.58346/JOWUA.2025.I3.022

Pages: 382-392

Keywords: Pervasive Computing, Crew Safety, Maritime Connectivity, Context-aware Systems, IoT, Edge Computing, Global Shipping.

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Sales Prediction Using LSTM and BiLSTM Models: A Deep Learning Approach for Time Series Forecasting

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

DOI: 10.58346/JOWUA.2025.I3.023

Pages: 393-402

Keywords: Time Series Forecasting, LSTM, BiLSTM, Sales Prediction, Deep Learning, Recurrent Neural Networks.

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Implementing Ubiquitous Computing for Remote Monitoring of Marine Infrastructure in Harsh Environments

Authors: Manjul Tripathi, and Yasvanthra Ekambaram

DOI: 10.58346/JOWUA.2025.I3.024

Pages: 403-413

Keywords: Ubiquitous Computing, Edge Computing, Machine Learning, Predictive Maintenance, Remote Sensing, Marine Infrastructure Monitoring, Anomaly Detection.

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A Hybrid Approach for Customer Segmentation Using Ensemble Methods: Bagging and Voting Classifiers

Authors: Sufaira Shamsudeen, and Dr.K. Ranjith Singh

DOI: 10.58346/JOWUA.2025.I3.025

Pages: 414-432

Keywords: Machine Learning, Artificial Neural Network, Decision Tree Classifier, Ensemble Learning, Voting Classifier, Bagging Classifier.

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A Facial Emotion Recognition System for Children with Autism, Based on The Integration of 3D-CNN and LSTM

Authors: Mohanned A. Aljbori, Amel. M. Makhlouf, and Ahmed Fakhfakh

DOI: 10.58346/JOWUA.2025.I3.026

Pages: 433-452

Keywords: ASD, HAR, HealthCare, Monitoring, Deep Learning, Machine Learning, CNN, LSTM.

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Adaptive Neuro-Fuzzy Congestion Control Algorithm for Real-Time Multimedia Networking in Cloud-Based E-Learning Platforms

Authors: Hanadi Hakami, Mohammad Kamrul Hasan, Ahmad Alshamayleh, Dr. Ali Q. Saeed, Dr. Saed Adnan Mustafa, and Dr. Taher M. Ghazal

DOI: 10.58346/JOWUA.2025.I3.027

Pages: 453-471

Keywords: Adaptive Neuro-Fuzzy Algorithm, Congestion Control, Cloud-Based E-Learning Platforms, Real-Time Multimedia Networking, Quality of Service (QoS), Packet Loss, Latency Management, Neural Networks, Fuzzy Logic Systems, Multimedia Traffic.

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Parkinson’s Disease Auxiliary Diagnosis System Based on Human Activity Recognition Using Stacked LSTM and GRU Networks

Authors: Mohammed F Ibrahim Alsarraj, Dr. Aliza Binti Abdul Latif, and Dr. Rohaini Ramli

DOI: 10.58346/JOWUA.2025.I3.028

Pages: 472-488

Keywords: Parkinson’s Disease, Auxiliary Diagnosis System, Human Activity Recognition, Gait Analysis, Deep Learning, Stacked LSTM, GRU Networks.

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AR-Enabled Interaction Frameworks for Ubiquitous Learning

Authors: H.F. Mohammed, Dr.G. Manoj, K. Neppolian, K.R. Rinil, Dr.J. Surendiran, Dr.K. Sakthivel, and Azimjanov Nazirbek

DOI: 10.58346/JOWUA.2025.I3.029

Pages: 489-503

Keywords: Augmented Reality, Ubiquitous Learning, AR-enabled Interaction Frameworks, Immersive Learning Technologies, Mobile Learning, Pedagogical Integration, and Educational Innovation.

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Monitoring Cotton Crop Temporal Profile Using Cloud Computing Paradigm

Authors: Benazir Meerasha, Dr. Martin Sagayam, and Dr.M. Lavanya

DOI: 10.58346/JOWUA.2025.I3.030

Pages: 504-513

Keywords: Radar Vegetation Index, Normalized Difference Vegetation Index, Sentinel-1, Sentinel-2, Cloud Computing.

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