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 ...
JSTOR Daily

Particle Learning of Gaussian Process Models for Sequential Design and Optimization

We develop a simulation-based method for the online updating of Gaussian process regression and classification models. Our method exploits sequential Monte Carlo to produce a fast sequential design ...
JSTOR Daily

Measurement of the Diesel Exhaust Particle Reduction Effect and Particle Size Distribution in a Transient Cycle Mode with an Installed Diesel Particulate Filter (DPF)

Exhaust emissions and particulate matter (PM) from an engine with a conventional continuous regeneration diesel particulate filter (DPF) were measured to evaluate DPF performance under the Japan ...
Nature

A spatiotemporal land-use regression model of winter fine particulate levels in residential neighbourhoods

Nonetheless, the impact of wood burning emissions on air quality and health is not well documented. Approaches to locate residential areas affected by wood burning emissions to assess the occurrence ...