Vasilis Siakoulis

According to our database, Vasilis Siakoulis authored at least 5 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

A Deep Learning Approach for Dynamic Balance Sheet Stress Testing.

Anastasios Petropoulos, Vasilis Siakoulis, Konstantinos P. Panousis, Loukas Papadoulas, Sotirios Chatzis

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

2021

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

2018

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

2017

A stacked generalization system for automated FOREX portfolio trading.

Anastasios Petropoulos, Sotirios P. Chatzis, Vasilis Siakoulis, Nikos E. Vlachogiannakis

Expert Syst. Appl., 2017