IEEE

Optimized Support Vector Regression model for accurate state of charge estimation of Li-Ion Phosphate batteries for Electric Vehicles

Abstract: The proposed work approaches machine learning based Lithium Iron-phosphate (LIP) battery state of charge (SoC) forecasting method for electric vehicles (EVs). The SoC must be accurately ...
IEEE

Support Vector Machine and Boosted Regression Tree as Effective Data Mining Tools for Predicting Students’ Academic Performance

Abstract: This paper reports the application of data mining techniques; Support Vector Regression (SVR) and Boosted Regression Tree (BRT) in prediction of students’ academic performance in schools.
InfoWorld

Do vector-native databases beat add-ons for AI applications?

Even though traditional databases now support vector types, vector-native databases have the edge for AI development. Here’s how to choose. AI is turning the idea of a database on its head.
C&EN

Predicting the Properties of IL-Solvent Electrolytes Using a Hybrid Support Vector Classification and Gradient Boosting Regression (SVC-GBR) Framework

Henry Krumb School of Mines, Earth and Environmental Engineering Department, Columbia University, New York, New York 10027, United States ...