Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis
Background When you make a forex transaction, you sell one currency and buy another. If
the currency you buy increases against the currency you sell, you profit, and you do this …
the currency you buy increases against the currency you sell, you profit, and you do this …
Impact of COVID-19 on GDP of major economies: Application of the artificial neural network forecaster
The ongoing COVID-19 pandemic has caused global health impacts, and governments
have restricted movements to a certain extent. Such restrictions have led to disruptions in …
have restricted movements to a certain extent. Such restrictions have led to disruptions in …
Financial time series prediction using hybrids of chaos theory, multi-layer perceptron and multi-objective evolutionary algorithms
Accurate and unbiased prediction of future currency exchange rate is always a potential field
of research in domain of financial time series analysis. In this paper, an attempt is urged to …
of research in domain of financial time series analysis. In this paper, an attempt is urged to …
An intelligent event-sentiment-based daily foreign exchange rate forecasting system
Financial time series analysis is an important research area that can predict various
economic indicators such as the foreign currency exchange rate. In this paper, a deep …
economic indicators such as the foreign currency exchange rate. In this paper, a deep …
A Kalman filter-based hybridization model of statistical and intelligent approaches for exchange rate forecasting
Purpose The purpose of this paper is to propose a comprehensive version of a hybrid
autoregressive integrated moving average (ARIMA), and artificial neural networks (ANNs) in …
autoregressive integrated moving average (ARIMA), and artificial neural networks (ANNs) in …
An improved shuffled frog lea** algorithm based evolutionary framework for currency exchange rate prediction
R Dash - Physica A: Statistical Mechanics and its Applications, 2017 - Elsevier
Forecasting purchasing power of one currency with respect to another currency is always an
interesting topic in the field of financial time series prediction. Despite the existence of …
interesting topic in the field of financial time series prediction. Despite the existence of …