• Suche: Machine Learning for Algorithmic Trading

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21

Quantum-Enhanced Forecasting for Deep Reinforcement Learning in Algorithmic Trading
Chen, Jun-Hao ; Huang, Yu-Chien ; Tsai, Yun-Cheng ; et al.

Machine Learning Computers and Society
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22

Deep Learning Architectures in Algorithmic Trading: A Comprehensive Analysis of Performance and Implementation
Nezar Hindi
International Journal of Research Publication and Reviews. 6:4481-4511

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23

An Algorithmic Trading Approach Merging Machine Learning With Multi-Indicator Strategies for Optimal Performance
Narongsak Sukma ; Chakkrit Snae Namahoot
IEEE Access, Vol 12, Pp 188154-188173 (2024)

Undervalued stocks machine learning financial markets Electrical engineering.... predictive modeling algorithmic approaches …
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24

FinDPO: Financial Sentiment Analysis for Algorithmic Trading through Preference Optimization of LLMs
Iacovides, Giorgos ; Zhou, Wuyang ; Mandic, Danilo

Computation and Language Machine Learning Statistical Finance Trading and Market Micro...
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25

Algorithmic Trading Machine Learning Modelling and Forecasting Subsystems Integration and Data Transformation Process Automation for a Data Warehouse
Ajitesh Parihar ; Dolcy Sareen ; Dylan Huitema ; et al.
2025 IEEE International systems Conference (SysCon). :1-8

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26

Ensemble Machine Learning in Algorithmic Trading: Balancing Performance and Risk
Soham Pathak
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT. :1-5

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29

Machine Learning Applications on Algorithmic Trading in the Foreign Exchange Market
Gouveia, André Nunes Correia ; Fonseca, Miguel ; Real, Pedro ; et al.

Machine learning Neural Networks Automatic trading system... Backtesting Algorithmic trading Financial modeling …
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30

Predictive modeling of foreign exchange trading signals using machine learning techniques
Enkhbayar, Sugarbayar ; Ślepaczuk, Robert
In Expert Systems With Applications 1 August 2025 285

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31

Algorithmic Trading Strategies: Leveraging Machine Learning Models for Enhanced Performance in the US Stock Market
null Nisha Gurung ; null MD Rokibul Hasan ; null Md Sumon Gazi ; et al.
Journal of Business and Management Studies. 6:132-143

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32

Machine learning in financial markets: A critical review of algorithmic trading and risk management
null Wilhelmina Afua Addy ; null Adeola Olusola Ajayi-Nifise ; null Binaebi Gloria Bello ; et al.
International Journal of Science and Research Archive. 11:1853-1862

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33

Integration of LSTM Networks in Random Forest Algorithms for Stock Market Trading Predictions.
King, Juan C. ; Amigó, José M.
Forecasting. Sep2025, Vol. 7 Issue 3, p49. 25p.

ALGORITHMIC trading (Sec... BUSINESS forecasting FINANCIAL databases STOCKS (Finance) LONG short-term memory RANDOM forest algorithms …
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34

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35

Comparing the Performance of Algorithmic Trading Systems based on Machine Learning in the Cryptocurrency Market
Emad Koosha ; Mohsen Seighaly ; Ebrahim Abbasi
راهبرد مدیریت مالی, Vol 12, Iss 1, Pp 161-190 (2024)

algorithmic trading top and bottom price pre... ensemble machine learnin... xgboost lightgbm Finance …
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37

Algorithmic Aspects of Strategic Trading
Kearns, Michael ; Shi, Mirah

Computer Science - Compu... Computer Science - Compu... Computer Science - Machi...
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40

Enhancing literature review with LLM and NLP methods. Algorithmic trading case
Łaniewski, Stanisław ; Ślepaczuk, Robert

Quantitative Finance - S... Computer Science - Artif... Computer Science - Machi... Quantitative Finance - T...
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