JoWUA

Volume 16

Evaluation of the Effectiveness of an AI-Based Telemedicine System for Remote Screening of Chronic Disease Risks

Authors: Seliverstov Pavel Vasilievich, Valentin Shapovalov, Andrey Vasin, Vladimir B. Grinevich, and Konstantin Semenov

DOI: 10.58346/JOWUA.2025.I1.013

Pages: 217-229

Keywords: Artificial Intelligence, Medical Systems, Telemedicine, Telemedicine Technologies, Digital Medicine, Health, Remote Screening, Evaluation of Chronic Disease Risks.

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Smart Monitoring of Livestock Health and Behavior with Sensor-based Deep Learning Optimized System

Authors: Dr. Kiran Sree Pokkuluri, Rishabh Bhardwaj, Dr.M.P. Sunil, Dr. Kalyani Kadam, Abhinav Mishra, and Dr. Geetika M. Patel

DOI: 10.58346/JOWUA.2025.I3.013

Pages: 219-240

Keywords: Global Economy, Essential Products, Sensor-Based, Deep Learning, High-Risk.

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Exploring the Application of Machine Learning in Saliva Sensing for Real-Time Health Monitoring

Authors: Amit Sharma, Beemkumar Nagappan, Nipun Setia, Yuvraj Parmar, Vijay Jagdish Upadhye, and Pavan Chaudhary

DOI: 10.58346/JOWUA.2025.I4.013

Pages: 226-246

Keywords: Machine Learning, Non-Invasive, Multidimensional, Infectious, Saliva Sensing, Chronic Diseases.

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Advancing IoMT Security: Machine Learning-Based Detection and Classification of Multi-Protocol Cyberattacks

Authors: Loiy Alsbatin, Basem Mohamad Alrifai, Firas Zawaideh, and Tareq A. Alawneh

DOI: 10.58346/JOWUA.2025.I2.015

Pages: 228-247

Keywords: IoMT Security, Multi-Protocol Cyberattacks, Machine Learning, Intrusion Detection, Healthcare Cybersecurity, Dataset Development.

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Precision Diagnosis of Coronary Artery Disease with OTLGBM

Authors: Geetha Pratyusha Miriyala, and Arun Kumar Sinha

DOI: 10.58346/JOWUA.2025.I1.014

Pages: 230-246

Keywords: Optimization, Machine Learning, Coronary Artery Disease, Rules, Performance Metrics

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IoT Healthcare Monitoring System with Predictive Modeling and Network Security: A Hybrid MANET Approach

Authors: B. Mary Havilah Haque, Dr. K. Martin Sagayam, Dr. D. Jackuline Moni, and Dr. Mandalapu Kalpana Chowdary

DOI: 10.58346/JOWUA.2025.I3.014

Pages: 241-260

Keywords: IoT Health Monitoring, Multiple Linear Regression, Network Security, Direct Symmetry Test, Prim’s Algorithm, Trust-Based Mechanism, Hybrid Model.

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Ranking the Barriers to Green Supply Chain Management Using Fuzzy-TOPSIS in Manufacturing Industries in India

Authors: Dr. Sunil Dhull, Dr. Anju Bhandari Gandhi, Dr. Stuti Mehla, Dr. Upasana Lakhina, Jaya Rani, and Geeta Rani

DOI: 10.58346/JOWUA.2025.I4.014

Pages: 247-268

Keywords: Green Supply Chain Management (GSCM), Fuzzy-TOPSIS, Manufacturing Industries (India), Barriers to GSCM Implementation, Sustainability and Environmental Management.

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Blockchain-Based Wireless Network Security Algorithm for Data Integrity in History Education

Authors: Shokhista Makhmaraimova, Rakhbar Khalikova, Khadicha Fayziyeva, Mohammed Abdul Jaleel, Iroda Ernazarova, Shokhista Khamrokulova, Nodirbek Komilov, and Ibrokhim Sapaev

DOI: 10.58346/JOWUA.2025.I1.015

Pages: 247-257

Keywords: Blockchain, Wireless Network, History Education, Security

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Optimizing BERT Models with Fine-Tuning for Indonesian Twitter Sentiment Analysis

Authors: Lasmedi Afuan, Nurul Hidayat, Hamdani Hamdani, Heru Ismanto, Brian Cahya Purnama, and Dzakwan Irfan Ramdhani

DOI: 10.58346/JOWUA.2025.I2.016

Pages: 248-267

Keywords: BERT, Fine-tuning, Sentiment Analysis, Social Media, Text Mining, Indonesian Twitter

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Recommendations for Using Transparent Deep Learning in Aquaponics to Detect Nutrient Deficiencies Using CNN and Grad-CAM

Authors: G. Safiya Begam, and Dr.W. Aisha Banu

DOI: 10.58346/JOWUA.2025.I1.016

Pages: 258-268

Keywords: Nutrient Deficiency Detection, VGG-16 Net, Explainable AI(XAI), Gradient-Weighted Class Activation Maps (Grad-CAM).

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