Derviş TOPUZ

Autoencoders for Clinical Data Analysis: Application of Neural Network-Based Dimensionality Reduction on Fine-Needle Aspiration Breast Data

Selçuk TEKGÖZ & Derviş TOPUZ · Asian Journal of Research in Computer Science · 2025

Objective: Machine learning provides powerful tools for analyzing large datasets; however, it faces challenges such as high computational costs and overfitting. To overcome these issues techniques that reduce the dimensionality of data are frequently used. Dimensionality reductio...