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 ...

This data is analyzed using an algorithm to detect signs of moderate to severe sleep apnea. If elevated disturbances are detected frequently during a 30-day period, the Apple Watch will send you ...

1000 sample images are taken as input. The image compression of the acquisition image is carried out using the Support Vector Machine algorithm where the number of samples $(\text{N}=40)$ and the ...

Abstract: Support Vector Machines (SVMs) are vulnerable to targeted training ... we develop a novel defense algorithm that improves resistance against such attacks. Local Intrinsic Dimensionality (LID ...