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| | Issue Date | Title | Author(s) |
| 1 | 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 |
| 2 | 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. |
| 3 | 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 |
| 4 | Jan-2021 | Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition | Panousis, Konstantinos P. ; Chatzis, Sotirios P. ; Theodoridis, Sergios |
| 5 | 15-Oct-2020 | Power-law mixtures of bayesian forests for value added tax audit case selection | Kleanthous, Christos ; Christophides, Theodoros ; Chatzis, Sotirios P. |
| 6 | 14-May-2020 | A Self-Attentive Emotion Recognition Network | Partaourides, Harris ; Papadamou, Kostantinos ; Kourtellis, Nicolas ; Leontiades, Ilias ; Chatzis, Sotirios P. |
| 7 | 2020 | Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation | Partaourides, Harris ; Voskou, Andreas ; Kosmopoulos, Dimitrios I. ; Chatzis, Sotirios P. ; N. Metaxas, Dimitris |
| 8 | 26-Sep-2019 | Waste heat recovery and electrical power production on vessels by means of TEG arrays attached on the hull below the underwater line | Armenakis, Yiannis ; Chatzis, Sotirios P. |
| 9 | Nov-2018 | Charging policies for PREYs used for service delivery: a reinforcement learning approach | Panayiotou, Tania ; Chatzis, Sotirios P. ; Panayiotou, Christos ; Ellinas, Georgios |
| 10 | 10-Sep-2018 | Indian Buffet Process Deep Generative Models for Semi-Supervised Classification | Chatzis, Sotirios P. |
| 11 | Jul-2018 | A Recurrent Latent Variable Model for Supervised Modeling of High-Dimensional Sequential Data | Christodoulou, Panayiotis ; Chatzis, Sotirios P. ; Andreou, Andreas S. |
| 12 | 24-May-2018 | The good, the bad and the bait: detecting and characterizing clickbait on youtube | Zannettou, Savvas ; Chatzis, Sotirios P. ; Papadamou, Kostantinos ; Sirivianos, Michael |
| 13 | May-2018 | On learning bandwidth allocation models for time-varying traffic in flexible optical networks | Panayiotou, Tania ; Manousakis, Konstantinos ; Chatzis, Sotirios P. ; Ellinas, Georgios |
| 14 | 23-Jun-2017 | A probabilistic approach for failure localization | Panayiotou, Tania ; Chatzis, Sotirios P. ; Ellinas, Georgios |
| 15 | Mar-2017 | Recurrent latent variable conditional heteroscedasticity | Chatzis, Sotirios P. |
| 16 | 1-Jan-2017 | Deep bayesian matrix factorization | Chatzis, Sotirios P. |
| 17 | 8-Jan-2016 | Mobile phones & behavioral modalities: Surveying users' practices | Stylios, Ioannis Chr ; Chatzis, Sotirios P. ; Thanou, Olga ; Kokolakis, Spyros A. |
| 18 | Dec-2015 | A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. |
| 19 | Oct-2015 | Inducing-Space Dirichlet Process Mixture Large-Margin Entity Relationship Inference in Knowledge Bases | Chatzis, Sotirios P. |
| 20 | Dec-2014 | A Nonstationary Hidden Markov Model with Approximately Infinitely-Long Time-Dependencies | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. ; Papadourakis, George M. |
