Aristotelis Ballas

According to our database, Aristotelis Ballas authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks.

Aristotelis Ballas, Christos Diou

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data.

Aristotelis Ballas, Christos Diou

CoRR, 2024

2023

On the Out-Of-Distribution Robustness of Self-Supervised Representation Learning for Phonocardiogram Signals.

Aristotelis Ballas, Vasileios Papapanagiotou, Christos Diou

CoRR, 2023

Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization.

Aristotelis Ballas, Christos Diou

CoRR, 2023

CNNs with Multi-Level Attention for Domain Generalization.

Aristotelis Ballas, Christos Diou

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

CNN Feature Map Augmentation for Single-Source Domain Generalization.

Aristotelis Ballas, Christos Diou

Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023

2022

An Artificial Intelligence Outlook for Colorectal Cancer Screening.

Panagiotis Katrakazas, Aristotelis Ballas, Marco Anisetti, Ilias Spais

CoRR, 2022

Listen to your heart: A self-supervised approach for detecting murmur in heart-beat sounds for the Physionet 2022 challenge.

Aristotelis Ballas, Vasileios Papapanagiotou, Anastasios Delopoulos, Christos Diou

CoRR, 2022

Multi-layer Representation Learning for Robust OOD Image Classification.

Aristotelis Ballas, Christos Diou

Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds.

Aristotelis Ballas, Vasileios Papapanagiotou, Anastasios Delopoulos, Christos Diou

Proceedings of the Computing in Cardiology, 2022

Cancer Screening.

Panagiotis Katrakazas, Aristotelis Ballas, Marco Anisetti, Ilias Spais

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks.

Aristotelis Ballas, Christos Diou

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021

Ωto_abR: A Web Application for the Visualization and Analysis of Click-Evoked Auditory Brainstem Responses.

Aristotelis Ballas, Panagiotis Katrakazas

Digit., December, 2021