Novelty detection with multivariate extreme value statistics

Novelty detection with multivariate extreme value statistics

Novelty detection, or one-class classification, aims to determine if data are “normal” with respect to some model of normality constructed using examples of normal system behaviour. If that model is composed of generative probability distributions, the extent of “normality” in the data space can be...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों:	Clifton, D, Hugueny, S, Tarassenko, L
स्वरूप:	Journal article
प्रकाशित:	Springer 2010

समान संसाधन

A COMPARISON OF APPROACHES TO MULTIVARIATE EXTREME VALUE THEORY FOR NOVELTY DETECTION
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2009)

Novelty detection with multivariate extreme value theory, part I: A numerical approach to multimodal estimation
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2009)

NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART II: AN ANALYTICAL APPROACH TO UNIMODAL ESTIMATION
द्वारा: Hugueny, S, और अन्य
प्रकाशित: (2009)

NOVELTY DETECTION WITH MULTIVARIATE EXTREME VALUE THEORY, PART I: A NUMERICAL APPROACH TO MULTIMODAL ESTIMATION
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2009)

An extreme function theory for novelty detection
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2012)

Probabilistic Patient Monitoring with Multivariate, Multimodal Extreme Value Theory
द्वारा: Hugueny, S, और अन्य
प्रकाशित: (2011)

Probabilistic patient monitoring using extreme value theory: A multivariate, multimodal methodology for detecting patient deterioration
द्वारा: Hugueny, S, और अन्य
प्रकाशित: (2010)

Novelty detection with extreme value theory in vital-sign monitoring
द्वारा: Hugueny, S, और अन्य
प्रकाशित: (2013)

Bayesian extreme value statistics for novelty detection in gas-turbine engines
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2008)

Extending the generalised Pareto distribution for novelty detection in high-dimensional spaces
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2013)

A review of novelty detection
द्वारा: Pimentel, M, और अन्य
प्रकाशित: (2014)

PINNING THE TAIL ON THE DISTRIBUTION: A MULTIVARIATE EXTENSION TO THE GENERALISED PARETO DISTRIBUTION
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2011)

Automated novelty detection in industrial systems
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2008)

Extreme value statistics for novelty detection in biomedical data processing
द्वारा: Roberts, S
प्रकाशित: (2000)

Extreme value statistics for novelty detection in biomedical signal processing
द्वारा: Roberts, S, और अन्य
प्रकाशित: (2000)

Novelty detection in large-vehicle turbocharger operation
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2007)

Learning shape for jet engine novelty detection
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2006)

Probabilistic novelty detection with support vector machines
द्वारा: Clifton, L, और अन्य
प्रकाशित: (2014)

A framework for novelty detection in jet engine vibration data
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2007)

Novelty Detection for Identifying Deterioration in Emergency Department Patients
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2011)

Application of an intuitive novelty metric for jet engine condition monitoring
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2006)

Point process models for novelty detection on spatial point patterns and their extremes
द्वारा: Luca, SE, और अन्य
प्रकाशित: (2018)

A PROBABILISTIC RESOURCE ALLOCATING NETWORK FOR NOVELTY DETECTION
द्वारा: Roberts, S, और अन्य
प्रकाशित: (1994)

Novelty detection for the identification of abnormalities
द्वारा: Tarassenko, L, और अन्य
प्रकाशित: (2000)

On-line Novelty Detection Using the Kalman Filter and Extreme Value Theory
द्वारा: Lee, H, और अन्य
प्रकाशित: (2008)

Choosing an appropriate model for novelty detection
द्वारा: Nairac, A, और अन्य
प्रकाशित: (1997)

Combined support vector novelty detection for multi-channel combustion data
द्वारा: Clifton, L, और अन्य
प्रकाशित: (2007)

Static and dynamic novelty detection methods for jet engine health monitoring.
द्वारा: Hayton, P, और अन्य
प्रकाशित: (2007)

Static and dynamic novelty detection methods for jet engine health monitoring
द्वारा: Hayton, P, और अन्य
प्रकाशित: (2007)

Support vector novelty detection applied to Jet Engine vibration spectra
द्वारा: Hayton, P, और अन्य
प्रकाशित: (2001)

Vertical profiles of wind gust statistics from a regional reanalysis using multivariate extreme value theory
द्वारा: J. Steinheuer, और अन्य
प्रकाशित: (2020-04-01)

How should novelty be valued in science?
द्वारा: Barak A Cohen
प्रकाशित: (2017-07-01)

Estimating strategies for multiparameter Multivariate Extreme Value copulas
द्वारा: G. Salvadori, और अन्य
प्रकाशित: (2011-01-01)

Extreme Value Statistics in Silicon Photonics
द्वारा: D. Borlaug, और अन्य
प्रकाशित: (2009-01-01)

Database retrieval for novelty detection
द्वारा: Ong, Chun Lin.
प्रकाशित: (2009)

Mixture of hyperspheres for novelty detection
द्वारा: Duy Nguyen, और अन्य
प्रकाशित: (2016-06-01)

The Experience of Novelty and the Novelty of Experience
द्वारा: Liubov Skavronskaya, और अन्य
प्रकाशित: (2020-02-01)

Use of neural networks and novelty to determine periods of physiological instability prior to clinical events
द्वारा: Braithwaite, E, और अन्य
प्रकाशित: (2003)

Detecting Extreme Values with Order Statistics in Samples from Continuous Distributions
द्वारा: Lorentz Jäntschi
प्रकाशित: (2020-02-01)

Optimising classifiers for the detection of physiological deterioration in patient vital-sign data
द्वारा: Khalid, S, और अन्य
प्रकाशित: (2011)