JoWUA

Volume 15

An Ensemble Multi Fusion based U-Net with Short Learning Technique for Brain Tumor Classification

Authors: B. Shyamala, Dr.Y. Vamsidhar and Dr.S.H. Brahmananda

DOI: 10.58346/JOWUA.2024.I4.015

Pages: 226-242

Keywords: Brain Tumor, U-Net, Short Learning Technique, MRI.

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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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Machine Learning for Cybersecurity: A Bibliometric Analysis from 2019 to 2023

Authors: Yulian Purnama, A. Asdlori, Eka Maya Sari Siswi Ciptaningsih, Kraugusteeliana Kraugusteeliana, Agung Triayudi and Robbi Rahim

DOI: 10.58346/JOWUA.2024.I4.016

Pages: 243-258

Keywords: Bibliometric Analysis, Cybersecurity, Machine Learning,

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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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Neural Machine Translation Model Using GRU with Hybrid Attention Mechanism for English to Kannada Language

Authors: Gunti Spandan and Dr. Prasannavenkatesan Theerthagiri

DOI: 10.58346/JOWUA.2024.I4.017

Pages: 259-276

Keywords: Neural Machine Translation, English-Kannada, Natural Language Processing, Gated Recurrent Networks.

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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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