125 citations
- Technische Universität DresdenDE16 papers
- New York UniversityUS4 papers
- BMW Group (Germany)DE2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- CY Cergy Paris UniversitéFR2 papers
- Deutsche Telekom (Germany)DE2 papers
- École Nationale Supérieure de l'Électronique et de ses ApplicationsFR2 papers
- Equipes Traitement de l'Information et SystèmesFR2 papers
- Ericsson (Germany)DE2 papers
- Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteDE2 papers
- University of Koblenz and LandauDE2 papers
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cs.LG2025★ 8 cited
A Machine Learning Approach For Bitcoin Forecasting
Stefano Sossi-Rojas, Gissel Velarde, Damian Zieba
Bitcoin is one of the cryptocurrencies that is gaining more popularity in recent years. Previous studies have shown that closing price alone is not enough to forecast stock market…
cs.LG2025★ 16 cited
Tree Boosting Methods for Balanced andImbalanced Classification and their Robustness Over Time in Risk Assessment
Gissel Velarde, Michael Weichert, Anuj Deshmunkh +4
Most real-world classification problems deal with imbalanced datasets, posing a challenge for Artificial Intelligence (AI), i.e., machine learning algorithms, because the minority…