IEEE

Ensemble and Boosting-Based Machine Learning Framework for Personality Prediction

Abstract: This study uses ensemble and advanced methods of machine learning to predict traits in individuals. Multiple models, such KNN, Logistic Regression, Random Forest, Gradient Boosting, Cat ...
Scientific Research Publishing

Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ()

Accurate land use/land cover (LULC) classification remains a persistent challenge in rapidly urbanising regions especially, in the Global South, where cloud cover, seasonal variability, and limited ...
IEEE

A Gradient Boosting Machine Learning for Predicting Seam Width and Tensile Strength in Pulsed Laser Bonding of Glass to Copper

Abstract: This study intends to use a gradient boosting machine to estimate the laser welding quality of copper/glass junctions based on the experimental data. Two output characteristics, such as seam ...