Neural network embeddings on corporate annual filings for portfolio selection. - George Adosoglou; Gianfranco Lombardo; Panos M. Pardalos (Expert Syst. Appl., 2021)

Interpreting rate-distortion of variational autoencoder and using model uncertainty for anomaly detection. - Seonho Park; George Adosoglou; Panos M. Pardalos (Ann. Math. Artif. Intell., 2022)

Lazy Network: A Word Embedding-Based Temporal Financial Network to Avoid Economic Shocks in Asset Pricing Models. - George Adosoglou; Seonho Park; Gianfranco Lombardo; Stefano Cagnoni; Panos M. Pardalos (Complex., 2022)

Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks. - Gianfranco Lombardo; Mattia Pellegrino; George Adosoglou; Stefano Cagnoni; Panos M. Pardalos; Agostino Poggi (Future Internet, 2022)

A Multi-Head LSTM Architecture for Bankruptcy Prediction with Time Series Accounting Data. - Mattia Pellegrino; Gianfranco Lombardo; George Adosoglou; Stefano Cagnoni; Panos M. Pardalos; Agostino Poggi (Future Internet, 2024)