IEEE

Explainable AI-Based ECG Heartbeat Classification Using Deep Learning Models

Abstract: The ECG is fundamental in detecting cardiovascular ailments, and its thorough analysis is imperative. The analysis of conventional ECG depends on interpretation based on the expertise of the ...
IEEE

Adaptive Kernel Optimization for Probabilistic Learning: Integrating Support Vector Machines with Gaussian Process Frameworks

Abstract: With its robust capabilities for non-linear regression and classification, kernel-based learning has emerged as a fundamental component of state-of-the-art machine learning approaches. In ...