Nature

A hybrid support vector machine and neural network model with fuzzy logic fusion for smart city traffic prediction

Smart city have created intelligent environments that enhance daily urban services, including transportation, healthcare, and entertainment 1. At the heart of this change lies the convergence between ...
Nature

Identification of Migratory Insects from their Physical Features using a Decision-Tree Support Vector Machine and its Application to Radar Entomology

Migration is a key process in the population dynamics of numerous insect species, including many that are pests or vectors of disease. Identification of insect migrants is critically important to ...
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 ...