Title : Communications in Computer and Information Science

Hadi Sadoghi Yazdi (نویسنده اصلی), Mohammad GhasemiGol (نویسنده اصلی), Reza Monsefi (نویسنده اصلی),
Book type: تالیف
Publish No: اول
Publishe Date: 2010-08-09
Publisher: Springer Berlin Heidelberg
Abstract:

This paper presents a novel Boundary-based approach in one-class classification that is inspired by support vector data description (SVDD). The SVDD is a popular kernel method which tries to fit a hypersphere around the target objects and of course more p

Keywords:
Mapping functions - One-class classification - Outlier detection - Support vector data description, Mapping functions - One-class classification - Outlier detection - Support vector data description