| Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds A Ballas, V Papapanagiotou, A Delopoulos, C Diou 2022 Computing in Cardiology (CinC), 2022 | 14* | 2022 |
| Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks A Ballas, C Diou IEEE Transactions on Emerging Topics in Computational Intelligence 8, 44-54, 2023 | 9 | 2023 |
| CNNs with Multi-Level Attention for Domain Generalization A Ballas, C Diou Proceedings of the 2023 ACM International Conference on Multimedia Retrieval …, 2023 | 4 | 2023 |
| Multi-layer Representation Learning for Robust OOD Image Classification A Ballas, C Diou Proceedings of the 12th Hellenic Conference on Artificial Intelligence, 1-4, 2022 | 4 | 2022 |
| An artificial intelligence outlook for colorectal cancer screening P Katrakazas, A Ballas, M Anisetti, I Spais 2022 IEEE Eighth International Conference on Big Data Computing Service and …, 2022 | 4 | 2022 |
| A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks A Ballas, C Diou 2022 IEEE Eighth International Conference on Big Data Computing Service and …, 2022 | 4 | 2022 |
| Ωto_abR: A Web Application for the Visualization and Analysis of Click-Evoked Auditory Brainstem Responses A Ballas, P Katrakazas Digital 1 (4), 188-197, 2021 | 3 | 2021 |
| CNN Feature Map Augmentation for Single-Source Domain Generalization A Ballas, C Diou 2023 IEEE Ninth International Conference on Big Data Computing Service and …, 2023 | 2 | 2023 |
| Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization A Ballas, C Diou IEEE Transactions on Artificial Intelligence, 2024 | | 2024 |
| Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning A Ballas, V Papapanagiotou, C Diou arXiv preprint arXiv:2312.00502, 2023 | | 2023 |
| A Short Tutorial on Domain Generalization C Diou, A Ballas | | 2023 |
| 2023 IEEE Ninth International Conference on Big Data Computing Service and Applications (BigDataService)| 979-8-3503-3379-4/23/$31.00© 2023 IEEE| DOI: 10.1109 … J Abinahed, A Alansari, M Albughdadi, M Alexe, A Alkholidi, A Amira, ... | | |
Christos DiouDepartment of Informatics and Telematics, Harokopio University of AthensVerified email at hua.gr
