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15 - General Engineering

University of Oxford

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Article title

Novelty Detection with Multivariate Extreme Value Statistics

Type

D - Journal article

DOI

10.1007/s11265-010-0513-6

Title of journal

JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY

Article number

Volume number

Issue number

First page of article

371

ISSN of journal

1939-8018

Year of publication

2011

URL

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=000296798200009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=4fd6f7d59a501f9b8bac2be37914c43e

Number of additional authors

Additional information

This paper extends the field of extreme value statistics (which is usually applied to univariate, unimodal problems) to multivariate, multimodal distributions for the first time. The paper was awarded the Abbey-Santander prize by the University of Oxford, and the overall best paper prize in the IEEE (EMBS) Biosignals conference in which it was originally presented in 2010. It resulted in the award of a Research Fellowship from Mansfield College, Oxford and a start-up grant from the Balliol Interdisciplinary Institute. It formed the basis for a patent application made by Isis Innovation (WO 2011/023924 A1), currently at PCT stage.

Interdisciplinary

Cross-referral requested

Research group

E - Biomedical Engineering

Proposed double-weighted

Double-weighted statement

Reserve for a double-weighted output

Non-English

English abstract