[HTML][HTML] Short-term bitcoin market prediction via machine learning

P Jaquart, D Dann, C Weinhardt - The journal of finance and data science, 2021 - Elsevier
We analyze the predictability of the bitcoin market across prediction horizons ranging from 1
to 60 min. In doing so, we test various machine learning models and find that, while all …

Bitcoin Price Prediction using Long Short Term Memory Neural Networks

SJ Masoudian, PM Kathuria… - … and Informatics (ICAI), 2022 - ieeexplore.ieee.org
Cryptocurrency investment has been on trend for the last many years. Many studies have
been done on cryptocurrency price prediction based on their parameters and factors. In this …

Cryptocurrency value prediction with boosting models

S Swati, A Mohan - 2022 International Conference on Intelligent …, 2022 - ieeexplore.ieee.org
Ensemble learning is a methodology that entails integrating a number of inefficient entities to
achieve significantly improved performance. Boosting is a significant category of ensemble …

[PDF][PDF] Machine Learning for Financial Market Prediction

MSP Jaquart - scholar.archive.org
Financial markets are constantly reshaped by ever-changing socio-economic, technological,
and regulatory realities. In this context, financial markets around the globe have changed …

[PDF][PDF] Information and Market Engineering at KIT: Quo Vadis?

D Dann, MT Knierim, C Peukert, P Staudt… - … : Insights from Two …, 2021 - library.oapen.org
Abstract Information systems (IS) are nowadays at the core of many personal and
institutional activities and influence daily life more than ever before. To understand, evaluate …