Time-related concepts handling is essential in medicine. During diagnosis it can make a substantial difference to know the temporal order in which some symptoms occurred or for ho...
In this case study, we describe a method that has potential to provide systematic support for public health information management. Public health agencies depend on specialized in...
Hard-margin support vector machines (HM-SVMs) suffer from getting overfitting in the presence of noise. Soft-margin SVMs deal with this problem by introducing a regularization term...
We propose a distributed parallel support vector machine (DPSVM) training mechanism in a configurable network environment for distributed data mining. The basic idea is to exchange...
We propose statistical learning methods for approximating implicit surfaces and computing dense 3D deformation fields. Our approach is based on Support Vector (SV) Machines, which...