Samuel Hugueny

According to our database1, Samuel Hugueny authored at least 7 papers between 2007 and 2014.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2014
Extending the Generalised Pareto Distribution for Novelty Detection in High-Dimensional Spaces.
J. Signal Process. Syst., 2014

2013
An Extreme Function Theory for Novelty Detection.
IEEE J. Sel. Top. Signal Process., 2013

2011
Novelty Detection with Multivariate Extreme Value Statistics.
J. Signal Process. Syst., 2011

Pinning the tail on the distribution: A multivariate extension to the generalised Pareto distribution.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

2010
Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory.
Proceedings of the Biomedical Engineering Systems and Technologies, 2010

Probabilistic Patient Monitoring using Extreme Value Theory - A Multivariate, Multimodal Methodology for Detecting Patient Deterioration.
Proceedings of the BIOSIGNALS 2010, 2010

2007
Hierarchical Detection of Multiple Organs Using Boosted Features.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007


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