A stacked generalization system for automated FOREX portfolio trading. - Anastasios Petropoulos; Sotirios P. Chatzis; Vasilis Siakoulis; Nikos E. Vlachogiannakis (Expert Syst. Appl., 2017)

Forecasting stock market crisis events using deep and statistical machine learning techniques. - Sotirios P. Chatzis; Vasilis Siakoulis; Anastasios Petropoulos; Evangelos Stavroulakis; Nikos E. Vlachogiannakis (Expert Syst. Appl., 2018)

Re-constructing the interbank links using machine learning techniques. An application to the Greek interbank market. - Anastasios Petropoulos; Vasilis Siakoulis; Panagiotis Lazaris; Sotirios Chatzis (Intell. Syst. Appl., 2021)

A Deep Learning Approach for Dynamic Balance Sheet Stress Testing. - Anastasios Petropoulos; Vasilis Siakoulis; Konstantinos P. Panousis; Loukas Papadoulas; Sotirios Chatzis (ICAIF, 2022)

Towards an early warning system for sovereign defaults leveraging on machine learning methodologies. - Anastasios Petropoulos; Vasilis Siakoulis; Evangelos Stavroulakis (Intell. Syst. Account. Finance Manag., 2022)