crossrefSymmetry2026-01-15
Evaluating Machine Learning Algorithms in COVID-19 Research: A Framework Based on Algorithm Co-Occurrence and Symmetric Network Analysis
Siqi Huang, Luoming Liang, Ying Zhao
Machine learning (ML) algorithms are reshaping academic research. However, there is a lack of systematic impact analysis in specific domains. We propose a framework for evaluating the knowledge landscape of domain-specific ML research. It consists of three key components: LDA (La…