Vasilis Siakoulis

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 5

Top Topics

Machine Learning

Financial Markets

Top Venues

Expert Syst. Appl.

Intell. Syst. Appl.

Intell. Syst. Account. Finance Manag.

Publications

Anastasios Petropoulos, Vasilis Siakoulis, Konstantinos P. Panousis, Loukas Papadoulas, Sotirios Chatzis
A Deep Learning Approach for Dynamic Balance Sheet Stress Testing. ICAIF (2022)
Anastasios Petropoulos, Vasilis Siakoulis, Evangelos Stavroulakis
Towards an early warning system for sovereign defaults leveraging on machine learning methodologies. Intell. Syst. Account. Finance Manag. 29 (2) (2022)
Anastasios Petropoulos, Vasilis Siakoulis, Panagiotis Lazaris, Sotirios Chatzis
Re-constructing the interbank links using machine learning techniques. An application to the Greek interbank market. Intell. Syst. Appl. 12 (2021)
Sotirios P. Chatzis, Vasilis Siakoulis, Anastasios Petropoulos, Evangelos Stavroulakis, Nikos E. Vlachogiannakis
Forecasting stock market crisis events using deep and statistical machine learning techniques. Expert Syst. Appl. 112 (2018)
Anastasios Petropoulos, Sotirios P. Chatzis, Vasilis Siakoulis, Nikos E. Vlachogiannakis
A stacked generalization system for automated FOREX portfolio trading. Expert Syst. Appl. 90 (2017)