• Suche: Algorithmic Trading with Machine Learning

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1

Algorithmic trading using deep learning: Opportunities, challenges and future directions
Amin, Md. Rahad ; Ahmad, Rajan ; ISLAM, ARIFUL ; et al.
International Journal of Science and Research Archive. 16:1967-1980

Deep Learning Algorithmic Trading Model Interpretability Reinforcement Learning Financial Market Predict... Recurrent Neural Network...
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2

Algorithmic crypto trading using information-driven bars, triple barrier labeling and deep learning.
Grądzki, Przemysław ; Wójcik, Piotr ; Lessmann, Stefan
Financial Innovation. 12/15/2025, Vol. 11 Issue 1, p1-43. 43p.

CRYPTOCURRENCIES ALGORITHMIC trading (Sec... STATISTICAL sampling TRANSFORMER models DEEP learning CUSUM technique
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3

Algorithmic trading and price forecasting: machine learning and deep learning strategies for financial markets
Mahmoudi, Yasamin
Quality & Quantity: International Journal of Methodology. 59(5):4757-4778

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4

The Ephemeral Threat: Assessing the Security of Algorithmic Trading Systems powered by Deep Learning
Rizvani, Advije ; Apruzzese, Giovanni ; Laskov, Pavel

Computer Science - Crypt...
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5

Deep Finance: Cutting-Edge Deep Learning Applications in Market Prediction, Risk Analytics, and Algorithmic Trading
Murali Krishna Pasupuleti
International Journal of Academic and Industrial Research Innovations(IJAIRI). :29-41

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6

An Algorithmic Trading Strategy Using Machine Learning with the Concept of Elliott Wave Theory in Option Trading
Sumit Jain ; Mohit Raikwar ; Rashmi Yadav ; et al.
Lecture Notes in Networks and Systems ISBN: 9789819660520

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7

Algorithmic Trading Using Machine Learning
Malla Venkata Sai Ashish
INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT. :1-9

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8

Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies
Bhuiyan, MD Shahriar Mahmud ; Rafi, MD AL ; Rodrigues, Gourab Nicholas ; et al.
In Array July 2025 26

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9

A Comprehensive Analysis of Machine Learning Models for Algorithmic Trading of Bitcoin
Jabbar, Abdul ; Jalil, Syed Qaisar

Quantitative Finance - T... Computer Science - Artif... Computer Science - Machi...
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10

The Role of Machine Learning in Transforming Financial Market Analytics and Algorithmic Trading
Mohammed Omer
International Journal of Scientific Research and Engineering Trends. 11:2415-2419

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11

Data Extraction, Transformation, and Loading (ETL) Process Automation and Data Warehouse Implementation for Algorithmic Trading Machine Learning Modelling*
Kristina Cormier ; Keona Gagnier ; Joshua Padron-Uy ; et al.
2025 IEEE International systems Conference (SysCon). :1-8

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12

Automation of Algorithmic Trading Strategies in Artificial Financial Markets by Combining Machine Learning Techniques and Agent-based Modeling.
Poostforoush, Mohammad Hossein ; Monajemi, Amirhassan ; Daei-Karimzadeh, Saeed ; et al.
Iranian Journal of Finance. 2025, Vol. 9 Issue 3, p95-134. 40p.

FINANCIAL markets STOCK prices MACHINE learning RECURRENT neural network... DEEP learning
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13

Algorithmic trading strategy based on the integration of deep learning models and natural language processing
Sadeghi, Nesa ; Kianfar, Kamran ; Ghaem Doust, Nasser ; et al.
International Journal of Data Science and Analytics. :1-22

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14

Orchestration Framework for Financial Agents: From Algorithmic Trading to Agentic Trading
Li, Jifeng ; Grover, Arnav ; Alpuerto, Abraham ; et al.

Multiagent Systems Artificial Intelligence Computational Engineerin... Machine Learning
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15

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16

Algorithmic Trading and Machine Learning: An Empirical Study of Stock Price Prediction in India
Darshan Chopra ; Aditya Singh ; Jayapriya J ; et al.
2025 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE). :1-6

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17

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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18

Comparing algorithmic trading strategies by analogies to machine learning
Xiang Zhang ; Eugene Pinsky
Algorithmic Finance.

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19

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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20

Algorithmic trading and machine learning: Advanced techniques for market prediction and strategy development
Mayowa Timothy Adesina ; Sunday David Esebre ; Abdullah Tunde Adewuyi ; et al.
World Journal of Advanced Research and Reviews. 23:979-990

Machine Learning Big Data Blockchain Technology Regulatory Changes Sustainability Decentralized Finance (D...
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