Results 11 to 20 of about 579,480 (344)

Intelligent Algorithmic Trading Strategy Using Reinforcement Learning and Directional Change

open access: yesIEEE Access, 2021
Designing a profitable trading strategy plays a critical role in algorithmic trading, where the algorithm can manage and execute automated trading decisions.
Monira Essa Aloud, Nora Alkhamees
doaj   +1 more source

Using a Graph-based Method for Detecting the Optimal Turning Points of Financial Time Series [PDF]

open access: yesتحقیقات مالی, 2022
Objective: One of the concerns of financial market investors is adopting a profitable trading strategy, which is based on profitable turning points (TPs). To achieve this target, it is necessary to predict TPs.
Fateme Yazdani   +2 more
doaj   +1 more source

Trade Ease With Machine Learning and AWS

open access: yesIEEE Access, 2023
Global trading is undergoing significant changes, necessitating modifications to the trading strategies. This study presents a newly developed cloud-based trading strategy that uses Amazon Web Services (AWS), machine learning (ML), and data science to ...
Kamurthi Ravi Teja, Chuan-Ming Liu
doaj   +1 more source

Application of Kalman Filter to Estimate Dynamic Hedge Ratio in Pairs Trading Strategy: A Case Study of the Automobile Industry [PDF]

open access: yesتحقیقات مالی, 2023
Objective: Pairs trading strategies have been around since the mid-1980s and have gained widespread acceptance in recent years. A pairs trading strategy is one of the forms of statistical arbitrage done to make a profit. It bases on the return related to
Mohammad Javad Nourahmadi   +1 more
doaj   +1 more source

Multiple game trading strategy of multiple virtual power plants considering carbon trading

open access: yesFrontiers in Energy Research, 2023
The large-scale access of distributed energy resources has a certain impact on the power grid, so distributed energy resources cannot participate in the power market transactions alone. The concept of the virtual power plant (VPP) has thus emerged, which
Tianfeng Chu   +5 more
doaj   +1 more source

News-based trading strategies [PDF]

open access: yesDecision Support Systems, 2015
Decision Support Systems ...
Feuerriegel, Stefan, Prendinger, Helmut
openaire   +4 more sources

The Features of Building a Portfolio of Trading Strategies Using the SAS OPTMODEL Procedure

open access: yesComputation, 2021
The article describes the original information technology of the algorithmic trading, designed to solve the problem of forming the optimal portfolio of trade strategies.
Oleksandr Terentiev   +4 more
doaj   +1 more source

Additional Limit Conditions for Breakout Trading Strategies [PDF]

open access: yesInformatică economică, 2019
One of the most popular trading methods used in financial markets is the Turtle strategy. Long time passed since the middle of 1983 when Richard Dennis and Bill Eckhardt disputed about whether great traders were born or made.
Cristian PAUNA
doaj   +1 more source

Effectiveness of Stop-Loss Trading Strategy VS Buy-And-Hold Strategy [PDF]

open access: yesIranian Journal of Accounting, Auditing & Finance, 2023
The current research investigates the top 30 companies of the Tehran Stock Exchange from 2009 to 2021, looking at each quarter. In this study, the traditional stop-loss (SL1) and trailing stop-loss (SL2) methods were used to calculate the stop-loss and ...
Mohammad Amin Teimoori-Boghsani   +2 more
doaj   +1 more source

A Multi-Scaling Reinforcement Learning Trading System Based on Multi-Scaling Convolutional Neural Networks

open access: yesMathematics, 2023
Advancements in machine learning have led to an increased interest in applying deep reinforcement learning techniques to investment decision-making problems. Despite this, existing approaches often rely solely on single-scaling daily data, neglecting the
Yuling Huang   +3 more
doaj   +1 more source

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