Sotirios Chatzis
Cyprus University of Technology
H-index: 30
Asia-Cyprus
Top articles of Sotirios Chatzis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
DISCOVER: Making Vision Networks Interpretable via Competition and Dissection | Advances in Neural Information Processing Systems | Konstantinos Panousis Sotirios Chatzis | 2024/2/13 |
Macroeconomic forecasting and sovereign risk assessment using deep learning techniques | arXiv preprint arXiv:2301.09856 | Anastasios Petropoulos Vassilis Siakoulis Konstantinos P Panousis Loukas Papadoulas Sotirios Chatzis | 2023/1/24 |
Continual Learning via Winning Subnetworks That Arise Through Stochastic Local Competition | Konstantinos Kalais Loukas Papadoulas Sotirios Chatzis | 2023 | |
A New Dataset for End-to-End Sign Language Translation: The Greek Elementary School Dataset | Andreas Voskou Konstantinos P Panousis Harris Partaourides Kyriakos Tolias Sotirios Chatzis | 2023 | |
Continuous authentication with feature-level fusion of touch gestures and keystroke dynamics to solve security and usability issues | Computers & Security | Ioannis Stylios Sotirios Chatzis Olga Thanou Spyros Kokolakis | 2023/9/1 |
Application of machine learning on optical fibre distributed sensing for power line applications | Kyriacos Kalli Andreas Ioannou Georgios Panaretou Charalambos Kouzoupou Maria Argyrou | 2023/5/31 | |
Power cable simulation of failure through temperature monitoring of optical fibres with a state-of-the-art distributed sensing instrument | Workshop on Optical Fibre Sensors (EWOFS 2023) | Andreas Ioannou Andreas Metaxas Maria Argyrou Charalambos Kouzoupou Kyriacos Kalli | 2023/5 |
Stochastic deep networks with linear competing units for model-agnostic meta-learning | Konstantinos Kalais Sotirios Chatzis | 2022/6/28 | |
Competing mutual information constraints with stochastic competition-based activations for learning diversified representations | Proceedings of the AAAI Conference on Artificial Intelligence | Konstantinos P Panousis Anastasios Antoniadis Sotirios Chatzis | 2022/6/28 |
Machine learning applied to BOTDR optical fibre distributed sensing in a controlled environment | Andreas Ioannou Charalambos Kouzoupou Maria Argyrou Kyriacos Kalli Adam Lantos | 2022/5/17 | |
BioGames: a new paradigm and a behavioral biometrics collection tool for research purposes | Information & Computer Security | Ioannis Stylios Spyros Kokolakis Andreas Skalkos Sotirios Chatzis | 2022/3/29 |
A Deep Learning Approach for Dynamic Balance Sheet Stress Testing | Anastasios Petropoulos Vassilis Siakoulis Konstantinos P Panousis Loukas Papadoulas Sotirios Chatzis | 2022/11/2 | |
Key factors driving the adoption of behavioral biometrics and continuous authentication technology: an empirical research | Information & Computer Security | Ioannis Stylios Spyros Kokolakis Olga Thanou Sotirios Chatzis | 2022/3/15 |
Rethinking Bayesian learning for data analysis: The art of prior and inference in sparsity-aware modeling | IEEE Signal Processing Magazine | Lei Cheng Feng Yin Sergios Theodoridis Sotirios Chatzis Tsung-Hui Chang | 2022/10/27 |
Stochastic transformer networks with linear competing units: Application to end-to-end sl translation | Andreas Voskou Konstantinos P Panousis Dimitrios Kosmopoulos Dimitris N Metaxas Sotirios Chatzis | 2021 | |
Re-constructing the interbank links using machine learning techniques. An application to the Greek interbank market | Intelligent Systems with Applications | Anastasios Petropoulos Vasilis Siakoulis Panagiotis Lazaris Sotirios Chatzis | 2021/11/1 |
A bayesian optimization approach for the robust unit commitment of identical generating units | Pavlos Nikolaidis Anastasios Antoniades Sotirios Chatzis | 2021/1/1 | |
Dialog Speech Sentiment Classification for Imbalanced Datasets | Speech and Computer: 23rd International Conference, SPECOM 2021, St. Petersburg, Russia, September 27–30, 2021, Proceedings | Konstantinos Panousis Sotirios Chatzis Sergios Theodoridis | 2021/9/22 |
Gaussian process-based Bayesian optimization for data-driven unit commitment | International Journal of Electrical Power & Energy Systems | Pavlos Nikolaidis Sotirios Chatzis | 2021/9/1 |
Local competition and stochasticity for adversarial robustness in deep learning | Konstantinos Panousis Sotirios Chatzis Antonios Alexos Sergios Theodoridis | 2021/3/18 |
Co-Authors
