A novel linear-model-based methodology for predicting the directional movement of the euro-dollar exchange rate

Predicting the price and trends of financial instruments is a major challenge in the financial industry, impacting investment decision-making efficiency for various stakeholders.Although numerous and effective artificial intelligence techniques have been applied to time series analysis, the predicti...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE access 2023-01, Vol.11, p.1-1
Hauptverfasser:	Argotty-Erazo, Mauricio, Blazquez-Zaballos, Antonio, Argoty-Eraso, Carlos A., Lorente-Leyva, Leandro L., Sanchez-Pozo, Nadia N., Peluffo-Ordonez, Diego H.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence Data mining Decision making Discriminant analysis Foreign Exchange Market (FOREX) Foreign exchange rates Genetic algorithms Inflection points Linear Discriminant Analysis (LDA) Machine learning Machine Learning (ML) Measuring instruments Methodology Sentiment analysis Supervised learning (SL) Support vector machines Time series forecasting (TSF) Trading systems Wavelet analysis
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!