A deep network-based trade and trend analysis system to observe entry and exit points in the forex market

AK Das, D Mishra, K Das, AK Mohanty, MA Mohammed… - Mathematics, 2022 - mdpi.com
In the Forex market, trend trading, where trend traders identify trends and attempt to capture
gains through the analysis of an asset's momentum in a particular direction, is a great way to …

Non-linear interactions and exchange rate prediction: Empirical evidence using support vector regression

P Yaohao, PHM Albuquerque - Applied Mathematical Finance, 2019 - Taylor & Francis
This paper analysed the prediction of the spot exchange rate of 10 currency pairs using
support vector regression (SVR) based on a fundamentalist model composed of 13 …

Combination of candlestick pattern and stochastic to detect trend reversal in forex market

A Noertjahyana, ZA Abas… - 2019 4th Technology …, 2019 - ieeexplore.ieee.org
A variety of ways traders do to determine the decision to buy/sell on the forex market. It
bases one that is popular on candle patterns. Some strategies that use candle patterns …

Hidden Markov Models predict foreign exchange rate

S Nootyaskool, W Choengtong - 2014 14th International …, 2014 - ieeexplore.ieee.org
This paper presents the prediction Thai baht by using Hidden Markov Models (HMM) with
which the prediction model uses four factors, dollar index, interest rate, inflation rate and …

Forecasting Forex trend indicators with fuzzy rough sets

JC Garza Sepúlveda, F Lopez-Irarragorri… - Computational …, 2023 - Springer
We propose a machine-learning approach for Forex prices that forecasts trends in terms of
whether or not the closing price will change for more than a threshold and whether that …

DSHMP-IOT: a distributed self healing movement prediction scheme for internet of things applications

A Zamanifar, E Nazemi, M Vahidi-Asl - Applied Intelligence, 2017 - Springer
The IOT infrastructure-IP-based mobile sensor network-makes it possible to provide two-
directional communication between mobile sensors and the remote server. Mobility direction …

Data analytics in IOT-based health care

A Zamanifar - Data Analytics in Biomedical Engineering and …, 2021 - Elsevier
The number of advanced digital devices has been dramatically increased in recent years.
The Internet of Things (IoT) is known as the third revolution in information technology. Health …

Improving Portfolio Performance Using a Novel Method for Predicting Financial Regimes

P Pomorski, D Gorse - … on Machine Learning, Optimization, and Data …, 2023 - Springer
This work extends a previous work in regime detection, which allowed trading positions to
be profitably adjusted when a new regime was detected, to ex ante prediction of regimes …

I forex trend prediction technique using multiple indicators and multiple pairs correlations DSS: A software design

ARP Putra, AE Permanasari… - 2016 8th International …, 2016 - ieeexplore.ieee.org
Technical analysis is a method to forecast market price quickly. It has a paradigm which
stated that history repeats itself. According to technical analysis theory, historical data is an …

An investigation into the recurring patterns of forex time series data

YL Yong, Y Lee, D Ngo - 2015 IEEE International Symposium …, 2015 - ieeexplore.ieee.org
Countless theories have been developed by both researchers and financial analyst in an
attempt to explain the fluctuation of forex price. By obtaining an intimate understanding of the …