IEEE

A Machine Learning Approach for Credit Card Fraud Detection in Massive Datasets Using SMOTE and Random Sampling

Abstract: The surge in digital transactions has paved the way for an alarming rise in credit card fraud, compelling the need for robust detection systems. The swift progress of technology has ...

Tiny, 45 base long RNA can make copies of itself

These random molecules were fed a collection of three-base-long RNAs, each linked to a chemical tag. The idea was that if a molecule is capable of ligating one of these short RNA fragments to itself, ...

Representative Samples: What Percentage of the Population Is Needed?

Discover how to determine the ideal percentage of a population for a representative sample to ensure accurate data analysis with minimal sampling error.
IEEE

Simple and Efficient Multivariate Time Series Forecasting with Sample MLP

Abstract: The long-term prediction of multivariate time series is widely applied in the operation and maintenance fields of rail transit, industrial production, and energy. Recent research has focused ...