1. Ktisis Cyprus University of Technology

Chatzis, Sotirios P. (rp00085)

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Publications

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Date Issued:  [2010 TO 2013]
Type:  Article

Results 1-20 of 27 (Search time: 0.005 seconds).

Issue DateTitleAuthor(s)
123-Nov-2013A latent variable Gaussian process model with Pitman–Yor process priors for multiclass classificationChatzis, Sotirios P. 
2Oct-2013The Infinite-Order Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
31-Sep-2013Margin-maximizing classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
4Jun-2013A markov random field-regulated pitman-yor process prior for spatially constrained data clusteringChatzis, Sotirios P. 
5Jun-2013A conditional random field-based model for joint sequence segmentation and classificationKosmopoulos, Dimitrios I. ; Doliotis, Paul ; Chatzis, Sotirios P. 
62013Erratum: Maximum-margin classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
72013Infinite markov-switching maximum entropy discrimination machinesChatzis, Sotirios P. 
81-Dec-2012A Spatially-constrained Normalized Gamma Process PriorKorkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. 
9Dec-2012Nonparametric Mixtures of Gaussian Processes With Power-Law BehaviorDemiris, Yiannis ; Chatzis, Sotirios P. 
101-Sep-2012The Echo State Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
1119-Jun-2012A Quantum-Statistical Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
1215-Jun-2012A Sparse Nonparametric Hierarchical Bayesian Approach Towards Inductive Transfer for Preference ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
13Jun-2012A Nonparametric Bayesian Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
14May-2012A Possibilistic Clustering Approach Toward Generative Mixture ModelsChatzis, Sotirios P. ; Tsechpenakis, Gavriil 
15May-2012A Reservoir-driven non-stationary hidden markov modelDemiris, Yiannis ; Chatzis, Sotirios P. 
165-Mar-2012Visual Workflow Recognition Using a Variational Bayesian Treatment of Multistream Fused Hidden Markov ModelsChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. 
17Jan-2012The Copula Echo State NetworkChatzis, Sotirios P. ; Demiris, Yiannis 
182012A Coupled Indian Buffet Process Model for Collaborative FilteringChatzis, Sotirios P. 
19Nov-2011Numerical optimization using synergetic swarms of foraging bacterial populationsChatzis, Sotirios P. ; Koukas, Spyros 
20Sep-2011Echo state Gaussian processDemiris, Yiannis ; Chatzis, Sotirios P.