Search Results - subject:"Pattern recognition"

Directional Forecasting in Financial Time Series Using Support Vector Machines : The USD/EURO Exchange Rate

Plakandaras, Vasilios - 2014

In this paper, we present a novel machine learning based forecasting system of the EUR/USD exchange rate directional changes. Specifically, we feed an overcomplete variable set to a Support Vector Machines (SVM) model and refine it through a Sensitivity Analysis process. The dataset spans from...

Persistent link: https://www.econbiz.de/10013059838

Information processing, pattern transmission and aggregate consumption patterns in New Zealand

Farhat, Daniel - 2014

Persistent link: https://www.econbiz.de/10010349026

Artificial neural networks and aggregate consumption patterns in New Zealand

Farhat, Daniel - 2014

Persistent link: https://www.econbiz.de/10010349036

Automatische Klassifizierung von Gebäudegrundrissen : ein Beitrag zur kleinräumigen Beschreibung der Siedlungsstruktur

Hecht, Robert - 2014

In der Planung und Wissenschaft werden zur Modellierung von Prozessen kleinräumige Informationen zum Gebäudebestand (Gebäudetyp, Verteilung, Baualter, etc.) benötigt. In den Geodaten, Karten und Diensten der Vermessungsverwaltungen sind die Gebäude in ihrem Grundriss modelliert, enthalten...

Persistent link: https://www.econbiz.de/10010361529

Tehran stock price modeling and forecasting using support vector regression (SVR) and its comparison with the classic model ARIMA

Hajibabaei, Saeed; Hajibabaei, Nematollah; Hosseini, … - In: Iranian economic review : journal of University of Tehran 18 (2014) 2, pp. 105-130

Persistent link: https://www.econbiz.de/10011455426

Application of Stationary Wavelet Support Vector Machines for the Prediction of Economic Recessions

Giovanis, Eleftherios - 2014

This paper examines the efficiency of various approaches on the classification and prediction of economic expansion and recession periods in United Kingdom. Four approaches are applied. The first is discrete choice models using Logit and Probit regressions, while the second approach is a Markov...

Persistent link: https://www.econbiz.de/10013044012

Recognition and classification of single and concurrent unnatural patterns in control charts via neural networks and fitted of samples

Lesany, S. A.; Koochakzadeh, A.; Fatemi Ghomi, S. M. T. - In: International journal of production research 52 (2014) 6, pp. 1771-1786

Persistent link: https://www.econbiz.de/10010257293

Patterns and Their Uses

Pagan, Adrian - National Centre for Econometric Research (NCER) - 2013

Three major themes have emerged in the literature on patterns. These involve pattern recognition, pattern matching (do …

Persistent link: https://www.econbiz.de/10010699091

Support Vector Machine GARCH and Neural Network GARCH Models in Modeling Conditional Volatility : An Application to Turkish Financial Markets

Bildirici, Melike - 2013

The Turkish version of this paper can be found at: "http://ssrn.com/abstract=2222071" http://ssrn.com/abstract=2222071The study aims to investigate linear GARCH, fractionally integrated FI-GARCH and Asymmetric Power APGARCH models and their nonlinear counterparts based on Support Vector...

Persistent link: https://www.econbiz.de/10013085814

Koşullu Volatilitenin Modellenmesinde Destek Vektör Makinesi GARCH Modeli Ve Türk Finans Piyasaları Üzerine Bir Uygulama (Support Vector Machine GARCH Model in Modelling Conditional Volatility and an Application to Turkish Financial Markets)

Bildirici, Melike - 2013

The English version of this paper can be found at: "http://ssrn.com/abstract=2227747" http://ssrn.com/abstract=2227747Çalışma, temel GARCH modelinin Destek Vektör Makinesi ve Yapay Sinir Ağları ile iyileştirilmiş modellerin incelenerek GARCH modelinin tahmin performansının...

Persistent link: https://www.econbiz.de/10013086361