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Support Vector Machines as Probabilistic Models
We show how the SVM can be viewed as a maximum likelihood estimate of a class of probabilistic models. This model class can be viewed as a reparametrization of the SVM in a similar vein to the v-SVM repara...
JD - Využití počítačů, robotika a její aplikace
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Support Vector Machines (SVM)
Principles of Support Vector Machines (SVM) methods, Vapnik-Chervonenkis distance, construction and propertie of kernels and properties of SVM-models a their prediction....
BB - Aplikovaná statistika, operační výzkum
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Automated Modelling and an SV Machine Applied to Inflation Modelling
In Support Vector Machines (SVM´s), a non-linear model is estimated based on solving a Quadratic Programming (QP) problem. Dynamic and SVM´s modelling approaches are used for automated specification of a functional...
AH - Ekonomie
- 2005 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Wages Forecasting Using Box ? Jenkins Methodology and an SVM Machine
of the Box-Jenkins time series modeling and the SVM´s modelling approach. are used for comparison ARMA modeling with SVM (Support Vector Machine). We provide the fit of both models over the perio...
AH - Ekonomie
- 2008 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Assessment of approximation and forecasting accuracy of the SV regression applied to inflation modelling
The construction of inflation models is based on the classical Phiips inflation, and a dynamic modelling with help of corrective elements - EC models (Error Corrected Models).This approach is compared with an alter...
AH - Ekonomie
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Application of Dynamic Models and a Support Vector Machine to Inflation Modelling
In Support Vector Machines (SVM´s), a non-linear model is estimated based on solving a Quadratic Programming (QP) problem. Dynamic and SVM´s modelling approaches are used for automated specification of a functional...
AH - Ekonomie
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE
the modelling and feature selection of Material corrosion data. With our experimental data with very small sample size, a model of corrosion rate is built. After specialized data preprocessing. By combining RFE and SVM, a ...
JA - Elektronika a optoelektronika, elektrotechnika
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Application an SVM Machine to Financial Time Series Modelling
and SVM´s approaches in economics and for parameters estimation of structural modelsIn this paper we investigate the quantifying of statistical structural model parameters of inflation in the Slovak economics. Dynamic and ...
AH - Ekonomie
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
ARMA Models Versus an SVM Model Applied to Wages Time Series Modelling and Forecasting.
We investigate the quantifying of statistical and econometric structural model parameters of average nominal wages in Slovak economy. SVM´s modeling approaches are used for automated specification of a functional form of th...
AH - Ekonomie
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Application of Support Vector Machines to the Modelling of Inflation
and SVM´s approaches in economics and for parameters estimation of structural models.In this paper we investigate the quantifying of statistical structural model parameters of inflation in the Slovak economics. Dynamic and...
AH - Ekonomie
- 2005 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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