Output details
15 - General Engineering
University of Oxford
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Article title
Novelty Detection with Multivariate Extreme Value Statistics
Type
D - Journal article
Title of journal
JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY
Article number
-
Volume number
65
Issue number
3
First page of article
371
ISSN of journal
1939-8018
Year of publication
2011
Number of additional authors
2
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
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-