---
title: "SVMC: Single-Class Classification With Support Vector Machines"
authors:
  - "Hwanjo Yu"
doi: ""
url: "https://ijcai.org/proceedings/2003/84"
pdf: "https://ijcai.org/proceedings/2003/0084.pdf"
venue: "Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence"
year: 2003
pages: "567-573"
track: ""
keywords:
---

# SVMC: Single-Class Classification With Support Vector Machines

Hwanjo Yu

*Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence*, pages 567-573.

## Abstract

Single-Class Classification (SCC) seeks to distinguish one class of data from the universal set of multiple classes. We present a new SCC algorithm that efficiently computes an accurate boundary of the target class from positive and unlabeled data (without labeled negative data).