1. Ktisis Cyprus University of Technology

Chatzis, Sotirios P. (rp00085)

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Publications

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Publisher:  Elsevier
Date Issued:  [2010 TO 2013]

Results 1-16 of 16 (Search time: 0.002 seconds).

Issue DateTitleAuthor(s)
123-Nov-2013A latent variable Gaussian process model with Pitman–Yor process priors for multiclass classificationChatzis, Sotirios P. 
21-Sep-2013Margin-maximizing classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
3Jun-2013A markov random field-regulated pitman-yor process prior for spatially constrained data clusteringChatzis, Sotirios P. 
4Jun-2013A conditional random field-based model for joint sequence segmentation and classificationKosmopoulos, Dimitrios I. ; Doliotis, Paul ; Chatzis, Sotirios P. 
52013Erratum: Maximum-margin classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
61-Dec-2012A Spatially-constrained Normalized Gamma Process PriorKorkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. 
71-Sep-2012The Echo State Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
815-Jun-2012A Sparse Nonparametric Hierarchical Bayesian Approach Towards Inductive Transfer for Preference ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
9Jun-2012A Nonparametric Bayesian Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
10May-2012A Possibilistic Clustering Approach Toward Generative Mixture ModelsChatzis, Sotirios P. ; Tsechpenakis, Gavriil 
11May-2012A Reservoir-driven non-stationary hidden markov modelDemiris, Yiannis ; Chatzis, Sotirios P. 
12Jan-2012The Copula Echo State NetworkChatzis, Sotirios P. ; Demiris, Yiannis 
13Aug-2011Deformable probability maps: probabilistic shape and appearance-based object segmentationChatzis, Sotirios P. ; Tsechpenakis, Gavriil 
14Jul-2011A fuzzy c-means-type algorithm for clustering of data with mixed numeric and categorical attributes employing a probabilistic dissimilarity functionalChatzis, Sotirios P. 
15Feb-2011A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixturesChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. 
161-Dec-2010A method for training finite mixture models under a fuzzy clustering principleChatzis, Sotirios P.