{"type":"ScholarlyArticle","title":"SVMC: Single-Class Classification With Support Vector Machines","authors":[{"name":"Hwanjo Yu","slug":"hwanjo-yu","given":"Hwanjo","family":"Yu","affiliation":""}],"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).","doi":null,"url":"https://ijcai.org/proceedings/2003/84","pdf":"https://ijcai.org/proceedings/2003/0084.pdf","markdown":"https://ijcai.org/proceedings/2003/84.md","bibtex":"https://ijcai.org/proceedings/2003/bibtex/84","volume":{"slug":"2003","title":"Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2003","url":"https://ijcai.org/proceedings/2003/","year":2003,"location":"Acapulco, Mexico","dates":"","editors":"Georg Gottlob","isbn":"","publisher":"International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":null,"track":"","number":84,"pages":{"first":567,"last":573},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}