{"type":"ScholarlyArticle","title":"fMRI Analysis via One-class Machine Learning Techniques","authors":[{"name":"David R. Hardoon","slug":"david-r-hardoon","given":"David R.","family":"Hardoon","affiliation":""},{"name":"Larry M. Manevitz","slug":"larry-m-manevitz","given":"Larry M.","family":"Manevitz","affiliation":""}],"abstract":"We show how one-class compression Neural Networks and one-class SVM can be applied to fMRI data to learn the classification of brain activity associated with a specific motor activity. For comparison purposes, we use two labeled data and see what degree of classification ability is lost compared with the usual two-class SVM.","doi":null,"url":"https://ijcai.org/proceedings/2005/266","pdf":"https://ijcai.org/proceedings/2005/0266.pdf","markdown":"https://ijcai.org/proceedings/2005/266.md","bibtex":"https://ijcai.org/proceedings/2005/bibtex/266","volume":{"slug":"2005","title":"Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2005","url":"https://ijcai.org/proceedings/2005/","year":2005,"location":"Edinburgh, Scotland, UK","dates":"","editors":"","isbn":"","publisher":"International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":null,"track":"","number":266,"pages":{"first":1604,"last":1604},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}