Isnawijayani

Human-in-the-Loop Data Science: Enhancing Model Performance Through Interactive Learning Mechanisms

Purely automated machine learning systems often struggle to incorporate domain knowledge and contextual reasoning, resulting in reduced performance when handling ambiguous, noisy, or complex real-world data. Although existing approaches such as active learning and semi-supervised learning partially address these limita...