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Classification and Separation of Emitted Signals through phi-Divergence Based Algorithms
, Support Vector Machine. We deal also with application of phi-divergences in the field of classification. We propose an incorporation of the -divergence both as a part of classification method and also as a parameter for c...
BB - Aplikovaná statistika, operační výzkum
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
Acoustic Signal Classification - Fuzzy Method With Phi-Divergences
. Moreover, phi-divergences can be adapted through its parameters to achieve optimalWe present a new classification method on measured acoustic emission signals. This method combined fuzzy classification approach with parametric ver...
BA - Obecná matematika
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
MODIFIED POWER DIVERGENCE ESTIMATORS IN NORMAL MODEL- SIMULATION AND COMPARATIVE STUDY
of empirical distributions. In this case, the phi-divergence is always equal to its upper bound, and the minimum phi-divergence estimates are trivial. Broniatowski and Vajda and different phi-divergen...
BA - Obecná matematika
- 2012 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Blended phi-divergences with examples
Several new examples of divergences emerged in the recent literature called blended divergences. Mostly these examples are constructed by the modification or parametrization of the old well-known phi-divergences. N...
BA - Obecná matematika
- 2003 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
GENERALIZED PHI-DIVERGENCES AND EM-ALGORITHM IN ACOUSTIC EMISSION
We deal with a simple method of construction of phi-divergences using a normalization of convex or concave functions. First we mention the well-known divergences the normed frequency spectra. The very phi-diver...
BA - Obecná matematika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Divergence Decision Trees Used for D0 FNAL Particle Signal Separations
We deal with the new statistical classification method called Divergence Decision Tree (DDT), which links together the basic k-means classification and statistical phi-divergence measures as a decision criterion. K-means as...
BB - Aplikovaná statistika, operační výzkum
- 2013 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Statistical and Numerical Techniques of Classification of Acoustic Sources: Generalized Phi-Divergence Applications in Acoustic Emission
obtained directly from the signals and from the normed frequency spectra. The phi-divergence distance measures are employed as the additional signal spectrum attribute. We deal with a simple method of construction of phi-<...
BB - Aplikovaná statistika, operační výzkum
- 2011 •
- O
Rok uplatnění
O - Ostatní výsledky
Performances of Modified Power Divergence Estimators in Normal Models of Location
of empirical distributions. In this case the phi-divergence is always equal to its upper bound and the minimum phi-divergence estimates are trivial. Broniatowski and Vajda in [2] proposed several modifications of ...
BA - Obecná matematika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Robustness of Score Functions
This article studies the properties of a superclass of phi-divergences called the Score functions. A new class of score functions is defined in order to find new robust statistical estimators. The robustness of these estimators is t...
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- D
Rok uplatnění
D - Stať ve sborníku
Performances of Modified Power Divergence Estimators in Normal Models
of empirical distributions. In this case the phi-divergence is always equal to its upper bound and the minimum phi-divergence estimates are trivial. Broniatowski and Vajda in [2] proposed several modifications of ...
BA - Obecná matematika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
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