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Damminda Alahakoon

2 papers indexed

crossrefTechnologies2024-10-17Cited by 3

A Hierarchical Machine Learning Method for Detection and Visualization of Network Intrusions from Big Data

Jinrong Wu, Su Nguyen, Thimal Kempitiya, Damminda Alahakoon

Machine learning is regarded as an effective approach in network intrusion detection, and has gained significant attention in recent studies. However, few intrusion detection methods have been successfully applied to detect anomalies in large-scale network traffic data, and low e…

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crossrefTechnologies2024-07-11Cited by 9

Optimizing Speech Emotion Recognition with Machine Learning Based Advanced Audio Cue Analysis

Nuwan Pallewela, Damminda Alahakoon, Achini Adikari, John E. Pierce, Miranda L. Rose

In today’s fast-paced and interconnected world, where human–computer interaction is an integral component of daily life, the ability to recognize and understand human emotions has emerged as a crucial facet of technological advancement. However, human emotion, a complex interplay…

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