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 2 24-Apr-2023 Application of machine learning on optical fibre distributed sensing for power line applications Kalli, Kyriacos 3 2-Nov-2022 A Deep Learning Approach for Dynamic Balance Sheet Stress Testing Petropoulos, Anastasios 4 17-Jul-2022 Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning Kalais, Konstantinos 5 Sep-2021 Dialog Speech Sentiment Classification for Imbalanced Datasets Nicolaou, Sergis 6 Jan-2021 Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition Panousis, Konstantinos P. 7 15-Oct-2020 Power-law mixtures of bayesian forests for value added tax audit case selection Kleanthous, Christos 8 14-May-2020 A Self-Attentive Emotion Recognition Network Partaourides, Harris 9 2020 Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation Partaourides, Harris 10 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 11 Jun-2019 Nonparametric Bayesian deep networks with local competition Panousis, Konstantinos P. 12 Nov-2018 Charging policies for PREYs used for service delivery: a reinforcement learning approach Panayiotou, Tania 13 10-Sep-2018 Indian Buffet Process Deep Generative Models for Semi-Supervised Classification Chatzis, Sotirios P. 14 Jul-2018 A Recurrent Latent Variable Model for Supervised Modeling of High-Dimensional Sequential Data Christodoulou, Panayiotis 15 24-May-2018 The good, the bad and the bait: detecting and characterizing clickbait on youtube Zannettou, Savvas 16 May-2018 On learning bandwidth allocation models for time-varying traffic in flexible optical networks Panayiotou, Tania 17 27-Aug-2017 Recurrent latent variable networks for session-based recommendation Chatzis, Sotirios P. 18 23-Jun-2017 A probabilistic approach for failure localization Panayiotou, Tania 19 Mar-2017 Recurrent latent variable conditional heteroscedasticity Chatzis, Sotirios P. 20 1-Jan-2017 Deep bayesian matrix factorization Chatzis, Sotirios P. 
