1. Ktisis Cyprus University of Technology

Chatzis, Sotirios P. (rp00085)

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Publications

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Publisher:  Elsevier

Results 1-20 of 30 (Search time: 0.003 seconds).

Issue DateTitleAuthor(s)
1Sep-2021Gaussian process-based Bayesian optimization for data-driven unit commitmentNikolaidis, Pavlos ; Chatzis, Sotirios P. 
21-Feb-2021Behavioral biometrics & continuous user authentication on mobile devices: A surveyStylios, Ioannis Chr ; Kokolakis, Spyros A. ; Thanou, Olga ; Chatzis, Sotirios P. 
35-Jan-2020Gated Mixture Variational Autoencoders for Value Added Tax audit case selectionKleanthous, Christos ; Chatzis, Sotirios P. 
41-Dec-2018Forecasting stock market crisis events using deep and statistical machine learning techniquesChatzis, Sotirios P. ; Siakoulis, Vassilis ; Petropoulos, Anastasios ; Stavroulakis, Evangelos ; Vlachogiannakis, Nikos 
527-Oct-2018Latent subspace modeling of sequential data under the maximum entropy discrimination frameworkChatzis, Sotirios P. 
615-May-2018Deep learning with t-exponential Bayesian kitchen sinksPartaourides, Harris ; Chatzis, Sotirios P. 
730-Dec-2017A stacked generalization system for automated FOREX portfolio tradingPetropoulos, Anastasios ; Chatzis, Sotirios P. ; Siakoulis, Vasilis ; Vlachogiannakis, Nikos 
81-Dec-2016Software defect prediction using doubly stochastic Poisson processes driven by stochastic belief networksAndreou, Andreas S. ; Chatzis, Sotirios P. 
9Dec-2016Maximum Entropy Discrimination Factor AnalyzersChatzis, Sotirios P. 
10Jul-2016A novel corporate credit rating system based on Student’s-t hidden Markov modelsPetropoulos, Anastasios ; Chatzis, Sotirios P. ; Xanthopoulos, Stylianos 
1123-Nov-2013A latent variable Gaussian process model with Pitman–Yor process priors for multiclass classificationChatzis, Sotirios P. 
121-Sep-2013Margin-maximizing classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
13Jun-2013A markov random field-regulated pitman-yor process prior for spatially constrained data clusteringChatzis, Sotirios P. 
14Jun-2013A conditional random field-based model for joint sequence segmentation and classificationKosmopoulos, Dimitrios I. ; Doliotis, Paul ; Chatzis, Sotirios P. 
152013Erratum: Maximum-margin classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
161-Dec-2012A Spatially-constrained Normalized Gamma Process PriorKorkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. 
171-Sep-2012The Echo State Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
1815-Jun-2012A Sparse Nonparametric Hierarchical Bayesian Approach Towards Inductive Transfer for Preference ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
19Jun-2012A Nonparametric Bayesian Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
20May-2012A Possibilistic Clustering Approach Toward Generative Mixture ModelsChatzis, Sotirios P. ; Tsechpenakis, Gavriil