1. Ktisis Cyprus University of Technology

Chatzis, Sotirios P. (rp00085)

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Issue DateTitleAuthor(s)
2125-Dec-2018t-Exponential Memory Networks for Question-Answering MachinesTolias, Kyriakos ; Chatzis, Sotirios P. 
221-Dec-2018Forecasting stock market crisis events using deep and statistical machine learning techniquesChatzis, Sotirios P. ; Siakoulis, Vassilis ; Petropoulos, Anastasios ; Stavroulakis, Evangelos ; Vlachogiannakis, Nikos 
23Nov-2018Charging policies for PREYs used for service delivery: a reinforcement learning approachPanayiotou, Tania ; Chatzis, Sotirios P. ; Panayiotou, Christos ; Ellinas, Georgios 
2427-Oct-2018Latent subspace modeling of sequential data under the maximum entropy discrimination frameworkChatzis, Sotirios P. 
2510-Sep-2018Indian Buffet Process Deep Generative Models for Semi-Supervised ClassificationChatzis, Sotirios P. 
26Jul-2018A Recurrent Latent Variable Model for Supervised Modeling of High-Dimensional Sequential DataChristodoulou, Panayiotis ; Chatzis, Sotirios P. ; Andreou, Andreas S. 
2724-May-2018The good, the bad and the bait: detecting and characterizing clickbait on youtubeZannettou, Savvas ; Chatzis, Sotirios P. ; Papadamou, Kostantinos ; Sirivianos, Michael 
2815-May-2018Deep learning with t-exponential Bayesian kitchen sinksPartaourides, Harris ; Chatzis, Sotirios P. 
29May-2018On learning bandwidth allocation models for time-varying traffic in flexible optical networksPanayiotou, Tania ; Manousakis, Konstantinos ; Chatzis, Sotirios P. ; Ellinas, Georgios 
3028-Mar-2018A variational latent variable model with recurrent temporal dependencies for session-based recommendation (VLaReT)Christodoulou, Panayiotis ; Chatzis, Sotirios P. ; Andreou, Andreas S. 
31Mar-2018Leveraging Statistical Machine Learning to Address Failure Localization in Optical NetworksPanayiotou, Tania ; Chatzis, Sotirios P. ; Ellinas, Georgios 
3230-Dec-2017A stacked generalization system for automated FOREX portfolio tradingPetropoulos, Anastasios ; Chatzis, Sotirios P. ; Siakoulis, Vasilis ; Vlachogiannakis, Nikos 
3323-Jun-2017A probabilistic approach for failure localizationPanayiotou, Tania ; Chatzis, Sotirios P. ; Ellinas, Georgios 
34Mar-2017Recurrent latent variable conditional heteroscedasticityChatzis, Sotirios P. 
351-Jan-2017Deep bayesian matrix factorizationChatzis, Sotirios P. 
36Jan-2017Performance analysis of a data-driven quality-of-transmission decision approach on a dynamic multicast- capable metro optical networkPanayiotou, Tania ; Chatzis, Sotirios P. ; Ellinas, Georgios 
371-Dec-2016Software defect prediction using doubly stochastic Poisson processes driven by stochastic belief networksAndreou, Andreas S. ; Chatzis, Sotirios P. 
38Dec-2016Maximum Entropy Discrimination Factor AnalyzersChatzis, Sotirios P. 
391-Oct-2016A Nonstationary Hidden Markov Model with Approximately Infinitely-Long Time-DependenciesChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. ; Papadourakis, George M. 
40Jul-2016A novel corporate credit rating system based on Student’s-t hidden Markov modelsPetropoulos, Anastasios ; Chatzis, Sotirios P. ; Xanthopoulos, Stylianos