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Emmanuel Oyo-Ita

University of Cross River State (UNICROSS) Calabar Nigeria

SCHOLARLY PAPERS

4

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195

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0

Scholarly Papers (4)

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1.

A Survey of AI Methods for Detection of DDoS Attacks on Networks

Advances in Research, volume 25, issue 5, 2024[10.9734/air/2024/v25i51159]
Number of pages: 16 Posted: 15 Nov 2024
Anthony Obogo Otiko, Emmanuel A. Edim, Gabriel Akibi Iyang and Emmanuel Oyo-Ita
University of Cross River State (UNICROSS) Calabar Nigeria, University of Calabar (UNICAL), University of Cross River State (UNICROSS) Calabar Nigeria and University of Cross River State (UNICROSS) Calabar Nigeria
Downloads 78

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ALGORITHM, ARTIFICIAL INTELLIGIENCE, DENIAL OF SERVICE, MALICIOUS TRAFFIC, DISTRIBUTED DENIAL OF SERVICE

2.

Improving Model Performance for Software Defect Detection and Prediction Using Ensemble Method and Cross Validation Techniques

International Journal of Science and Research Archive, volume 12, issue 2, 2024[10.30574/ijsra.2024.12.2.1518]
Number of pages: 11 Posted: 15 Nov 2024
Emmanuel Oyo-Ita, Emmanuel A. Edim, Darlington E. Izuki and Anthony Obogo Otiko
University of Cross River State (UNICROSS) Calabar Nigeria, University of Calabar (UNICAL), University of Cross River State (UNICROSS) Calabar Nigeria and University of Cross River State (UNICROSS) Calabar Nigeria
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Base Classifier, Cross-Validation, Ensemble, Machine learning, Software Defect, Soft Voting

3.

A Hybrid Machine Learning Approach for Multi-Class Cyberbullying Detection

https://doi.org/10.5281/zenodo.15790927
Number of pages: 10 Posted: 30 Jul 2025
Paul Tawo Bukie, Anthony Obogo Otiko, Gabriel Akibi Iyang and Emmanuel Oyo-Ita
University of Calabar, Calabar Nigeria, University of Cross River State (UNICROSS) Calabar Nigeria, University of Cross River State (UNICROSS) Calabar Nigeria and University of Cross River State (UNICROSS) Calabar Nigeria
Downloads 49

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Cyberbullying (CB), Machine Learning (ML), Natural Language Processing (NLP), Logistic Regression (LR), Random Forest (RF)

4.

Design and Implementation of an Enhanced Model of Support Vector Machine With Radial Basis Function and Particle Swarm Optimization for Detection of DDoS Attacks

International Research Journal of Engineering and Technology, Volume: 11 Issue: 08 | Aug 2024
Posted: 15 Nov 2024
Emmanuel A. Edim, Emmanuel Oyo-Ita and Anthony Obogo Otiko
University of Calabar (UNICAL), University of Cross River State (UNICROSS) Calabar Nigeria and University of Cross River State (UNICROSS) Calabar Nigeria

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Algorithm, artificial intelligence, Denial of Service, Distributed Denial of Service, Kernel PCA, Support Vector Machine, Malicious Traffic