JoWUA

Volume 15

Machine Learning for Early Diabetes Detection and Diagnosis

Authors: Sofiene Mansouri, Souhaila Boulares and Souhir Chabchoub

DOI: 10.58346/JOWUA.2024.I1.015

Pages: 216-230

Keywords: Machine Learning (ML), Gestational Diabetes Mellitus (GDM), Pima Indians Diabetes Dataset, K-nearest Neighbors (KNN).

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Financial Model Construction and Identification of Abnormal Activities in Mobile Networks for e-commerce Platform Using Machine Learning Algorithm

Authors: Henry Bernardo Garay Canales, Eddy Miguel Aguirre Reyes, Aníbal Pinchi Vásquez, Sandra Ruiz Correa, Carlos Alberto Lamadrid Vela, José Alberto Bayona Ramírez, Elisaul Ricardo Palma Ruiz and César Augusto Flores-Tananta

DOI: 10.58346/JOWUA.2024.I3.015

Pages: 222-235

Keywords: E-Commerce, Financial Model, Machine Learning, Mobile Networks.

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Thresholding Segmentation of Skin Lesions with Modified Ant Colony Optimization Algorithm

Authors: Arief Kelik Nugroho, Retantyo Wardoyo, Moh Edi Wibowo and Hardyanto Soebono

DOI: 10.58346/JOWUA.2024.I2.015

Pages: 226-239

Keywords: Image, Segmentation, Metaheuristic, Pixels, Multithresholding.

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Exploring Software Infrastructures for Enhanced Learning Environments to Empowering Education

Authors: Ronald M. Hernández, Dr. Walter Antonio Campos Ugaz, Dr. Segundo Juan Sanchez Tarrillo, Dr. Silvia Josefina Aguinaga Vasquez, Sara Esther Liza Ordoñez, Ronald Avellaneda Montenegro, Dr. Dora Elisa Elías Martínez and Dr. Doris E. Fuster-Guillen

DOI: 10.58346/JOWUA.2024.I1.016

Pages: 231-243

Keywords: Education, Technology, Ed-Tech, Review, Machine Learning Techniques.

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Intrusion Detection System Using Chaotic Walrus Optimization-based Convolutional Echo State Networks for IoT-assisted Wireless Sensor Networks

Authors: Dr. Salem Bahmaid and Dr. Sulaiman Abdo Mahyoub Ghaleb

DOI: 10.58346/JOWUA.2024.I3.016

Pages: 236-252

Keywords: Wireless Sensor Networks, Internet of Things, Intrusion Detection System, Convolutional Echo State Networks, Chaotic Walrus Optimization, Flooding Attacks.

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A Sustainable Circular Business Model to Improve the Performance of Small and Medium-sized Enterprises Using Blockchain Technology

Authors: Dr. Danielle Khalife, Dr. Satya Subrahmanyam and Dr. Assaad Farah

DOI: 10.58346/JOWUA.2024.I2.016

Pages: 240-250

Keywords: Circular Economy, Sustainable Circular Business Model, Small and Medium-sized Enterprises, Blockchain Technology.

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Comparative Analysis of LSTM and BiLSTM in Image Detection Processing

Authors: Dr. Bob Subhan Riza, Dr. Rina Yunita and Dr. Rika Rosnelly

DOI: 10.58346/JOWUA.2024.I1.017

Pages: 244-260

Keywords: TBEP Detection, Global Thresholding, CFS, LSTM, BiLSTM.

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Feature Selection Model-based Intrusion Detection System for Cyberattacks on the Internet of Vehicles Using Cat and Mouse Optimizer

Authors: Deepthi Reddy Dasari and Dr.G. Hima Bindu

DOI: 10.58346/JOWUA.2024.I2.017

Pages: 251-269

Keywords: Internet of Vehicles, Bi-LSSTM, CMO, Intrusion Detection System, Feature Selection.

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A Machine Learning-based Secured and Energy-efficient Data Transmission in Mobile Ad-Hoc Networks (MANET)

Authors: Dr. Rajani Balakrishnan, Salim Saleh Said Al Khadouri, Dr. Anantha Raj A. Arokiasamy, Dr. Stephen Antoni Louis and Dr. Arasu Raman

DOI: 10.58346/JOWUA.2024.I3.017

Pages: 253-261

Keywords: Energy Efficiency, Mobile Ad-Hoc Networks, Machine Learning, Data Transmission.

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Improved Data Privacy with Differential Privacy in Federated Learning

Authors: Cina Mathew and Dr.P. Asha

DOI: 10.58346/JOWUA.2024.I3.018

Pages: 262-280

Keywords: Federated Learning, Privacy, Attack Detection, Security, Data Leakage.

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