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Machine Learning–Based Algorithmic Trading Bots: A Comparative Study of kNN and LVQ Models on Bitcoin Markets Cover

Machine Learning–Based Algorithmic Trading Bots: A Comparative Study of kNN and LVQ Models on Bitcoin Markets

Proceedings of the International Conference on Business Excellence
Volume 20 (2026): Issue 1 (July 2026)
By: ,  ,   and    
Open Access
|Jul 2026
Authors

Authors

Bogdan-Petru VRINCEANU

vrinceanubogdan18@stud.ase.ro

Bucharest University of Economic Studies, Bucharest, Romania

Mihai VRISCU

vriscumihai23@stud.ase.ro

Bucharest Academy of Economic Studies, Bucharest, Romania

Liana PARASCHIV

lianaioanaparaschiv@gmail.com

Bucharest Academy of Economic Studies, Bucharest, Romania

Vlad BUJDEI-TEBEICA

vbujdeitebeica@snspa.ro

Bucharest Academy of Economic Studies, Bucharest, Romania
DOI: https://doi.org/10.2478/picbe-2026-0413 | Journal eISSN: 2558-9652
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Language: English
Page range: 5600 - 5612
Published on: Jul 22, 2026
Published by: Bucharest University of Economic Studies
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
algorithmic trading,
machine learning,
k-nearest neighbors,
learning vector quantization,
cryptocurrency markets,
Bitcoin trading,
automated trading systems
Related subjects:
Business and economics,
Political economics,
Political economics, other,
Business management,
Business management, other,
Industrial chemistry,
Energy harvesting and conversion

© 2026 Bogdan-Petru VRINCEANU, Mihai VRISCU, Liana PARASCHIV, Vlad BUJDEI-TEBEICA, published by Bucharest University of Economic Studies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 20 (2026): Issue 1 (July 2026)
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