Detecting Anomalies in Financial Data Using Machine Learning Algorithms. - Alexander Bakumenko; Ahmed Elragal (Syst., 2022)

Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs. - Alexander Bakumenko; Katerina Hlavácková-Schindler; Claudia Plant; Nina C. Hubig (CoRR, 2024)

The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review. - Dmitry Scherbakov; Nina C. Hubig; Vinita Jansari; Alexander Bakumenko; Leslie A. Lenert (CoRR, 2024)

Advancing Anomaly Detection: Non-Semantic Financial Data Encoding With Large Language Models. - Alexander Bakumenko; Katerina Hlavácková-Schindler; Claudia Plant; Nina C. Hubig (IEEE Access, 2025)

The emergence of large language models as tools in literature reviews: a large language model-assisted systematic review. - Dmitry Scherbakov; Nina C. Hubig; Vinita Jansari; Alexander Bakumenko; Leslie A. Lenert (J. Am. Medical Informatics Assoc., 2025)