Akaninyene Bernard Obot

Machine Learning Algorithm for Modelling and Analysis of Faults in Secondary Power Distribution Networks

Udofia, Daniel Ezekiel, Akaninyene Bernard Obot & Umoren Mfonobong Anthony · Asian Journal of Research and Reviews in Physics · 2025

Power transmission networks are inherently susceptible to faults arising from uncontrollable environmental factors such as lightning and storms. Rapid identification and localisation of these faults are critical to maintaining system reliability and enabling protective actions. W...

Open access Research Article 10.9734/ajr2p/2025/v9i4203

Evaluation of Machine Learning Algorithms using Combined Feature Extraction Techniques for Speaker Identification

Unwana Ubong Iwok, Kingsley Monday Udofia, Akaninyene Bernard Obot, Kufre Michael Udofia, Unyime Anietie Michael & Akpabio Itoro Kingsley · Journal of Engineering Research and Reports · 2023

The aim of this study is to evaluate and compare machine learning algorithms when various feature extraction techniques are employed together and determine the optimal feature combinations for the models studied. The TIMIT online database was used where 5 male and 5 female non-na...

Open access Research Article 10.9734/jerr/2023/v25i8973