| Bankruptcy Prediction: Data Augmentation, LLMs and the Need for Auditor's Opinion A Sideras, K Bougiatiotis, E Zavitsanos, G Paliouras, G Vouros Proceedings of the 5th ACM International Conference on AI in Finance, 453-460, 2024 | 11 | 2024 |
| Dice@ ml-esg-3: Esg impact level and duration inference using llms for augmentation and contrastive learning K Bougiatiotis, A Sideras, E Zavitsanos, G Paliouras Proceedings of the Joint Workshop of the 7th Financial Technology and …, 2024 | 4 | 2024 |
| A Multimodal Alignment-Based Anomaly Detection Method for Bankruptcy Prediction A Sideras, K Bougiatiotis, E Zavitsanos, G Paliouras, G Vouros Proceedings of the 6th ACM International Conference on AI in Finance, 53-61, 2025 | 1 | 2025 |
| Positive-Unlabeled Learning for Financial Misstatement Detection under Realistic Constraints E Zavitsanos, K Bougiatiotis, A Sideras, G Paliouras Proceedings of the 6th ACM International Conference on AI in Finance, 864-872, 2025 | 1 | 2025 |
| NAVMAT: An AI-supported naval failures knowledge management system G Giannakopoulos, A Sideras, K Stamatakis, N Melanitis Expert Systems with Applications 277, 127117, 2025 | 1 | 2025 |
| Multimodal pretraining for music audio A Sideras Πανεπιστήμιο Πειραιώς, 2024 | | 2024 |
