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  • Suche: Machine learning for algorithmic trading bots with Python

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1

Comparative Analysis of Various Strategies Used in Algorithmic Trading.
Modwel, Gauri ; Tandon, Chand
Revista Gestão & Tecnologia. 2025 Special Issue, Vol. 25, p46-73. 28p.

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2

Hybrid Cyber-Physical Stock Exchange Robot with Artificial Intelligence and Fuzzy Module.
Lomakin, Nikolay ; Angi, Skhvediani ; Kizim, Alexey ; et al.
International Journal of Technology; 2025, Vol. 16 Issue 5, p1533-1548, 16p

ARTIFICIAL intelligence DEEP learning CYBER physical systems ECONOMIC efficiency FUZZY algorithms STOCK price forecasting …
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3

Application of Social Media Sentiment Analysis for Developing Trading Models in the Cryptocurrency Market.
TRUSHKOVSKYI, Andrii
Journal of Applied Economic Sciences. Fall2025, Vol. 20 Issue 3, p535-559. 25p.

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4

An efficient isomorphic CNN-based prediction and decision framework for financial time series.
Liu, Zhongming ; Luo, Hang ; Chen, Peng ; et al.
Intelligent Data Analysis. 2022, Vol. 26 Issue 4, p893-909. 17p.

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5

Artificial intelligence for algorithmic trading digital assets: evidence from the Counter-Strike 2 skin market.
Guede-Fernández, Federico ; Wagle, Yash ; Dias, Pedro ; et al.
Frontiers in Artificial Intelligence; 2025, p1-11, 11p

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6

The Symmetric and Asymmetric Algorithmic Trading Strategies for the Stablecoins.
Bağcı, Mahmut ; Kaya Soylu, Pınar ; Kıran, Selçuk
Computational Economics; Nov2024, Vol. 64 Issue 5, p2663-2684, 22p

NAIVE Bayes classificati... PROFIT margins PRICES PRICE levels MARGINS (Security tradin... CRYPTOCURRENCIES
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7

Algorithmic Trading Bot.
Mathur, Medha ; Mhadalekar, Satyam ; Mhatre, Sahil ; et al.
ITM Web of Conferences; 2021, Vol. 40, p1-9, 9p

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8

Humans in charge of trading robots: the first experiment.
Asparouhova, Elena ; Bossaerts, Peter ; Cai, Xiaoqin ; et al.
Review of Finance. Jul2024, Vol. 28 Issue 4, p1215-1244. 30p.

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9

OG-CAT: A Novel Algorithmic Trading Alternative to Investment in Crypto Market.
Khurana, Surinder Singh ; Singh, Parvinder ; Garg, Naresh Kumar
Computational Economics; May2024, Vol. 63 Issue 5, p1735-1756, 22p

CRYPTOCURRENCIES ALTERNATIVE investments SIMULATED annealing INVESTORS PRICES BITCOIN
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10

Learn Algorithmic Trading
Donadio, Sebastien ; Ghosh, Sourav ; Donadio, Sebastien ; et al.

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11

Learn Algorithmic Trading
Ghosh, Sourav ; Ghosh, Sourav ; Donadio, Sebastien ; et al.

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12

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13

Deep Neural Network and Time Series Approach for Finance Systems: Predicting the Movement of the Indian Stock Market.
Srivastava, Praveen Ranjan ; Eachempati, Prajwal
Journal of Organizational & End User Computing; Sep/Oct2021, Vol. 33 Issue 5, p1-23, 23p

TIME series analysis STOCK exchanges MOVING average process DEEP learning RANDOM forest algorithms SUPPORT vector machines …
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14

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16

Розробка програмного забезпечення для автоматизації біржової торгівлі на криптовалютних ринках ; Development of software for automation of stock trading in cryptocurrency markets
Радченко, Андрій Володимирович ; Radchenko, Andriy ; Гарматій, Наталія Михайлівна ; et al.

ТНТУ ім. І.Пулюя... ФІС м. Тернопіль Україна UA критовалютна біржа... …
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17

How Complexity and Uncertainty Grew with Algorithmic Trading.
Hilbert, Martin ; Darmon, David
Entropy; May2020, Vol. 22 Issue 5, p499-499, 1p

UNCERTAINTY SPREAD (Finance) FORECASTING SYSTEMS theory
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18

LSTM-Based Forex Trading Bot Using Python and MetaTrader 5: Design, Simulation, and Evaluation.
Macapanas, Reymark-John A. ; Bermudo, Mary Ann Gliefen
Internet of Things & Artificial Intelligence Journal (IOTA); Aug2025, Vol. 5 Issue 3, p613-625, 14p

LONG short-term memory ARTIFICIAL intelligence PRICES FOREIGN exchange market U.S. dollar
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19

Hybrids of Reinforcement Learning and Evolutionary Computation in Finance: A Survey.
Yadav, Sandarbh ; Ravi, Vadlamani ; Kalyanakrishnan, Shivaram
ACM Computing Surveys; Oct2025, Vol. 57 Issue 10, p1-36, 36p

CONSUMER behavior ARTIFICIAL intelligence ARTIFICIAL neural networ... REINFORCEMENT learning LEARNING classifier syst... BEES algorithm …
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20

Stacking machine learning model for price forecasting of ten popular cryptocurrencies using differential evolution algorithm.
Asgari, Mohammad Hossein ; Daneshvar, Amir ; Zaj, Mehdi Madanchi ; et al.
Iran Journal of Computer Science; Sep2025, Vol. 8 Issue 3, p1157-1179, 23p

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