Issue Date Title Author(s) 1 1-Sep-2023 Continuous authentication with feature-level fusion of touch gestures and keystroke dynamics to solve security and usability issues Stylios, Ioannis Chr ; Chatzis, Sotirios P. ; Thanou, Olga ; Kokolakis, Spyros A.
2 23-May-2023 Power cable simulation of failure through temperature monitoring of optical fibres with a state-of-the-art distributed sensing instrument Ioannou, Andreas ; Metaxas, Andreas ; Argyrou, Maria C. ; Kouzoupou, Charalambos ; Kalli, Kyriacos ; Chatzis, Sotirios P. ; Panaretou, Georgios ; Marchesini, Pierpaolo ; Mondanos, Michael ; Karaulanov, Rumen ; Agathocleous, Michalis ; Dionysiou, Antreas ; Stavrakis, Efstathios ; Nicolaou, Nicolas
3 24-Apr-2023 Application of machine learning on optical fibre distributed sensing for power line applications Kalli, Kyriacos ; Ioannou, Andreas ; Panaretou, Georgios ; Kouzoupou, Charalambos ; Argyrou, Maria C. ; Chatzis, Sotirios P.
4 2-Nov-2022 A Deep Learning Approach for Dynamic Balance Sheet Stress Testing Petropoulos, Anastasios ; Siakoulis, Vasilis ; Panousis, Konstantinos P. ; Papadoulas, Loukas ; Chatzis, Sotirios P.
5 Nov-2022 Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling Cheng, Lei ; Yin, Feng ; Theodoridis, Sergios ; Chatzis, Sotirios P. ; Chang, Tsung-Hui
6 20-Oct-2022 Key factors driving the adoption of behavioral biometrics and continuous authentication technology: an empirical research Stylios, Ioannis Chr ; Kokolakis, Spyros A. ; Thanou, Olga ; Chatzis, Sotirios P.
7 17-Jul-2022 Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning Kalais, Konstantinos ; Chatzis, Sotirios P.
8 30-Jun-2022 Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations Panousis, Konstantinos P. ; Antoniadis, Anastasios ; Chatzis, Sotirios P.
9 17-May-2022 Machine learning applied to BOTDR optical fibre distributed sensing in a controlled environment Ioannou, Andreas ; Kouzoupou, Charalambos ; Argyrou, Maria C. ; Kalli, Kyriacos ; Lantos, Adam ; Chatzis, Sotirios P.
10 1-Nov-2021 Re-constructing the interbank links using machine learning techniques. An application to the Greek interbank market Petropoulos, Anastasios ; Siakoulis, Vasilis ; Lazaris, Panagiotis ; Chatzis, Sotirios P.
11 10-Oct-2021 Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation Voskou, Andreas ; Panousis, Konstantinos P. ; Kosmopoulos, Dimitrios I. ; Metaxas, Dimitris ; Chatzis, Sotirios P.
12 Sep-2021 Dialog Speech Sentiment Classification for Imbalanced Datasets Nicolaou, Sergis ; Mavrides, Lambros ; Tryfou, Georgina ; Tolias, Kyriakos ; Panousis, Konstantinos P. ; Chatzis, Sotirios P. ; Theodoridis, Sergios
13 Sep-2021 Gaussian process-based Bayesian optimization for data-driven unit commitment Nikolaidis, Pavlos ; Chatzis, Sotirios P.
14 1-Feb-2021 Behavioral biometrics & continuous user authentication on mobile devices: A survey Stylios, Ioannis Chr ; Kokolakis, Spyros A. ; Thanou, Olga ; Chatzis, Sotirios P.
15 4-Jan-2021 Local Competition and Stochasticity for Adversarial Robustness in Deep Learning Panousis, Konstantinos P. ; Chatzis, Sotirios P. ; Alexos, Antonios ; Theodoridis, Sergios
16 Jan-2021 Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition Panousis, Konstantinos P. ; Chatzis, Sotirios P. ; Theodoridis, Sergios
17 2021 BioGames: a new paradigm and a behavioral biometrics collection tool for research purposes Stylios, Ioannis Chr ; Kokolakis, Spyros A. ; Skalkos, Andreas ; Chatzis, Sotirios P.
18 Nov-2020 Optimal planning of electricity storage to minimize operating reserve requirements in an isolated island grid Nikolaidis, Pavlos ; Chatzis, Sotirios P. ; Poullikkas, Andreas
19 15-Oct-2020 Power-law mixtures of bayesian forests for value added tax audit case selection Kleanthous, Christos ; Christophides, Theodoros ; Chatzis, Sotirios P.
20 14-May-2020 A Self-Attentive Emotion Recognition Network Partaourides, Harris ; Papadamou, Kostantinos ; Kourtellis, Nicolas ; Leontiades, Ilias ; Chatzis, Sotirios P.