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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
The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE
preprocessing. By combining RFE and SVM, a novel feature selection method SVM-RFE is introduced. Then integrating this feature selection method and SVM modelling method of this method is...
JA - Elektronika a optoelektronika, elektrotechnika
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Wages Forecasting Using Box ? Jenkins Methodology and an SVM Machine
with those obtained using Box- Jenkins methodology and SVM method.The purpose of the paper is to demonstrate the overall developing steps of the Box-Jenkins time series modeling and the SVM´s modelling approach. are used f...
AH - Ekonomie
- 2008 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Using Support Vector Machines in Fuzzy Classification
In this work we propose a new method for fuzzy classification based on the soft margin support vector machines classifier (C-SVM). The decision boundary and slack variables obtained from C-SVM are used for the definition of...
IN - Informatika
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
ARMA Models Versus an SVM Model Applied to Wages Time Series Modelling and Forecasting.
approximation and forecasting abilities with those obtained using SVM´s method.We investigate the quantifying of statistical and econometric structural model parameters of average nominal wages in Slovak economy. SVM´s mod...
AH - Ekonomie
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
ECG signal classification based on SVM
Cardiovascular diseases nowadays represent the most common cause of death in Western countries. Long-term ECG recording is modern method, because it allows to detect sporadically occurring pathology. We designed an automatic classifier to de...
Robotics and automatic control
- 2016 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
SVM CLASSIFIERS CREATION IN PARALLEL CONSTRAINED ENVIRONMENT
Support Vector Machines (SVM) classification is one of the most frequently used classification methods based on
machine learning used today. SVMs, however, are dependent on many parameters and settings and so it is suita...
IN - Informatika
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
String Kernel Based SVM for Internet Security Implementation
For network intrusion and virus detection, ordinary methods detect malicious kernel based SVM (support vector machine) supervised machine learning. The proposed method is capable of detecting network attack without known/ea...
JC - Počítačový hardware a software
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Comparison of Statistical Models Against an SVM Model for Wages Time Series Modeling and Forecasting
In Support Vector Machines (SVM´s), a non-linear model is estimated based risk (approximation error), whereas in the Box-Jenkins method the ARMA model orders parametersof average nominal wages in Slovak economy. SVM´s model...
AH - Ekonomie
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Automated Modelling and an SV Machine Applied to Inflation Modelling
using SVM´s method. Some methodological contributions are made to dynamic and SVM´sIn Support Vector Machines (SVM´s), a non-linear model is estimated based on solving a Quadratic Programming (QP) problem. Dynamic...
AH - Ekonomie
- 2005 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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