JoWUA

Volume 15

Evaluation of the Impact of Artificial Intelligence on the Systems Audit Process

Authors: Manuel Hilario, Pervis Paredes, Jorge Mayhuasca, Milner Liendo and Shirley Martínez

DOI: 10.58346/JOWUA.2024.I3.013

Pages: 184-202

Keywords: Artificial Intelligence, Systems Audits, Accuracy, Ethical Challenges, Cross-validation, Support Vector Machines, Artificial Neural Networks, Audit Efficiency.

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A Study on the Implementation of a Network Function for Real-time False Base Station Detection for the Next Generation Mobile Communication Environment

Authors: Daehyeon Son, Youngshin Park, Bonam Kim and Ilsun You

DOI: 10.58346/JOWUA.2024.I1.013

Pages: 184-201

Keywords: 5G, False Base Station, Network Function, Security, Abnormal Behavior Detection.

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Efficient Outlier Detection in High-Dimensional Data Using Unsupervised Machine Learning

Authors: Girish Reddy Ginni and Dr. Srinivasa L. Chakravarthy

DOI: 10.58346/JOWUA.2024.I4.013

Pages: 192-212

Keywords: Outlier Detection, Clustering, Unsupervised Learning, Machine Learning, High Dimensional Data.

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Comparative Analysis for Feature Extraction and Prediction of CKD Using Machine Learning

Authors: K. Afnaan, Dr. Peeta Basa Pati, Dr. Tripty Singh and Dr.K.N. Bhanu Prakash

DOI: 10.58346/JOWUA.2024.I2.014

Pages: 202-225

Keywords: Discrete Wavelet Transform, Discrete Cosine Transform, GLCM, CKD, Random Forest, Machine Learning.

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Multi – Robot Exploration Supported by Enhanced Localization with Reduction of Localization Error Using Particle Swarm Optimization

Authors: M. Rajesh, S.R. Nagaraja and P. Suja

DOI: 10.58346/JOWUA.2024.I1.014

Pages: 202-215

Keywords: Exploration, Multi-robot Exploration, Localization, Localization Error optimization, Particle Swarm Optimization.

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Design and Analysis of Wireless Power Transmission (2X1) MIMO Antenna at 5G - Frequencies for Applications of Rectenna Circuits in Biomedical

Authors: Ahmed Abdul-Kadhem Salih and Mahdi Nangir

DOI: 10.58346/JOWUA.2024.I3.014

Pages: 203-221

Keywords: Index Terms—Rectenna, HSMS-282B Schottky Diode, Conversion Efficiency, MIMO Antenna, Mutual Coupling, Fifth Generation (5G), Impedance Matching Networks (IMN), Dc. Filter, Parasitic Method and Wireless Power Transmission.

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A Conceptual Framework and Examination of Online Learning Applications Using Software Infrastructure for Pedagogy

Authors: Dr. Umida Saydazimova, Dr. Durdona Lutfullaeva, Dr. Jasur Ziyamukhamedov, Dr. Samida Mustafaeva, Dr. Shavkat Saidov, Dr. Saodat Ubaydullaeva, Dr. Dilfuza Khudayberdieva, Dr. Leyla Kholmuradova and Nodir Karimov

DOI: 10.58346/JOWUA.2024.I4.014

Pages: 213-225

Keywords: Conceptual Framework, Pedagogy, Online Learning, Education, Software Infrastructure.

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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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