Samuel Hugueny

Publication Activity (10 Years)

Years Active: 2007-2014
Publications (10 Years): 0

Top Topics

Unsupervised Learning

Support Vector Data Description

Pattern Recognition

Top Venues

IEEE J. Sel. Top. Signal Process.

J. Signal Process. Syst.

Publications

David A. Clifton, Lei A. Clifton, Samuel Hugueny, Lionel Tarassenko
Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces. J. Signal Process. Syst. 74 (3) (2014)
David A. Clifton, Lei A. Clifton, Samuel Hugueny, David Wong, Lionel Tarassenko
An Extreme Function Theory for Novelty Detection. IEEE J. Sel. Top. Signal Process. 7 (1) (2013)
David A. Clifton, Samuel Hugueny, Lionel Tarassenko
Novelty Detection with Multivariate Extreme Value Statistics. J. Signal Process. Syst. 65 (3) (2011)
David A. Clifton, Samuel Hugueny, Lionel Tarassenko
Pinning the tail on the distribution: A multivariate extension to the generalised Pareto distribution. MLSP (2011)
Samuel Hugueny, David A. Clifton, Lionel Tarassenko
Probabilistic Patient Monitoring using Extreme Value Theory - A Multivariate, Multimodal Methodology for Detecting Patient Deterioration. BIOSIGNALS (2010)
Samuel Hugueny, David A. Clifton, Lionel Tarassenko
Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory. BIOSTEC (Selected Papers) (2010)
Samuel Hugueny, Mikaël Rousson
Hierarchical Detection of Multiple Organs Using Boosted Features. CAIP (2007)