Aristotelis Ballas

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Class Conditional

Convolutional Neural Networks

Beat Classification

Colorectal Cancer

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Aristotelis Ballas, Christos Diou
CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data. CoRR (2024)
Aristotelis Ballas, Christos Diou
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Aristotelis Ballas, Vasileios Papapanagiotou, Christos Diou
On the Out-Of-Distribution Robustness of Self-Supervised Representation Learning for Phonocardiogram Signals. CoRR (2023)
Aristotelis Ballas, Christos Diou
CNN Feature Map Augmentation for Single-Source Domain Generalization. BigDataService (2023)
Aristotelis Ballas, Christos Diou
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks. CoRR (2023)
Aristotelis Ballas, Christos Diou
CNN Feature Map Augmentation for Single-Source Domain Generalization. CoRR (2023)
Aristotelis Ballas, Christos Diou
CNNs with Multi-Level Attention for Domain Generalization. ICMR (2023)
Aristotelis Ballas, Christos Diou
CNNs with Multi-Level Attention for Domain Generalization. CoRR (2023)
Aristotelis Ballas, Christos Diou
Multi-Scale and Multi-Layer Contrastive Learning for Domain Generalization. CoRR (2023)
Aristotelis Ballas, Christos Diou
A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks. BigDataService (2022)
Aristotelis Ballas, Christos Diou
A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks. CoRR (2022)
Panagiotis Katrakazas, Aristotelis Ballas, Marco Anisetti, Ilias Spais
Cancer Screening. BigDataService (2022)
Aristotelis Ballas, Christos Diou
Multi-layer Representation Learning for Robust OOD Image Classification. CoRR (2022)
Panagiotis Katrakazas, Aristotelis Ballas, Marco Anisetti, Ilias Spais
An Artificial Intelligence Outlook for Colorectal Cancer Screening. CoRR (2022)
Aristotelis Ballas, Vasileios Papapanagiotou, Anastasios Delopoulos, Christos Diou
Listen to your heart: A self-supervised approach for detecting murmur in heart-beat sounds for the Physionet 2022 challenge. CoRR (2022)
Aristotelis Ballas, Christos Diou
Multi-layer Representation Learning for Robust OOD Image Classification. SETN (2022)
Aristotelis Ballas, Vasileios Papapanagiotou, Anastasios Delopoulos, Christos Diou
Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds. CinC (2022)
Aristotelis Ballas, Panagiotis Katrakazas
Ωto_abR: A Web Application for the Visualization and Analysis of Click-Evoked Auditory Brainstem Responses. Digit. 1 (4) (2021)