TMCnet

Data Normalization vs. Standardization: What's the Difference and When to Use Each

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and data preprocessing. If you''ve ever built a predictive model, worked on a ...
AHA/ASA Journals

Multistage Electrocardiographic Profiling for Mental Stress-Induced Myocardial Ischemia in Women: A Prospective, Age-Matched Cohort Study in China

BACKGROUND: Mental stress-induced myocardial ischemia is often clinically silent and associated with increased cardiovascular risk, particularly in women. Conventional ECG-based detection is limited, ...
IEEE

Genetic Algorithm for Subset Selection in Synthetic Tabular Data

Abstract: Subset selection has been widely studied but remains underexplored for synthetic tabular data, particularly in data sharing contexts that require high quality data. While generative models ...
IEEE

Prediction of Essential Proteins Using Genetic Algorithm as a Feature Selection Technique

Abstract: Essential proteins play a vital role in the preparation of antibiotics, disease diagnosis, and understanding the structure of an organism. It is crucial for cell survival and is associated ...