Nature

Support vector regression model for the prediction of buildings’ maximum seismic response based on real monitoring data

Earthquake is one of the most destructive natural hazards faced by modern society and human beings. The effects from earthquake include strong ground shaking, surface rupturing and ground failure, ...
Visual Studio Magazine

Linear Support Vector Regression from Scratch Using C# with Evolutionary Training

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...
Nature

Twin support vector regression for characterizing uncertainty in surface reconstruction

Surface reconstruction plays a pivotal role in various fields, including reverse engineering, and oil and gas exploration. However, errors in available data and insufficient surface morphology ...
Visual Studio Magazine

Linear Support Vector Regression Using C# with Particle Swarm Training

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...