4 papers
Empirical and Experimental Perspectives on Big Data in Recommendation Systems: A Comprehensive Survey
Kamal Taha, Paul D. Yoo, Aya Taha
This survey paper provides a comprehensive analysis of big data algorithms in recommendation systems, addressing the lack of depth and precision in existing literature. It proposes…
A Comprehensive Survey of Text Classification Techniques and Their Research Applications: Observational and Experimental Insights
Kamal Taha, Paul D. Yoo, Chan Yeun +1
The exponential growth of textual data presents substantial challenges in management and analysis, notably due to high storage and processing costs. Text classification, a vital as…
Neural Bounding
Stephanie Wenxin Liu, Michael Fischer, Paul D. Yoo +1
Bounding volumes are an established concept in computer graphics and vision tasks but have seen little change since their early inception. In this work, we study the use of neural…
An Enhanced Electrocardiogram Biometric Authentication System Using Machine Learning
Ebrahim Al Alkeem, Song-Kyoo Kim, Chan Yeob Yeun +3
Traditional authentication systems use alphanumeric or graphical passwords, or token-based techniques that require "something you know and something you have". The disadvantages of…