1. Ktisis Cyprus University of Technology

Chatzis, Sotirios P. (rp00085)

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Issue DateTitleAuthor(s)
611-Sep-2012The Echo State Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
6219-Jun-2012A Quantum-Statistical Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
6315-Jun-2012A Sparse Nonparametric Hierarchical Bayesian Approach Towards Inductive Transfer for Preference ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
64Jun-2012A Nonparametric Bayesian Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
65May-2012A Possibilistic Clustering Approach Toward Generative Mixture ModelsChatzis, Sotirios P. ; Tsechpenakis, Gavriil 
66May-2012A Reservoir-driven non-stationary hidden markov modelDemiris, Yiannis ; Chatzis, Sotirios P. 
675-Mar-2012Visual Workflow Recognition Using a Variational Bayesian Treatment of Multistream Fused Hidden Markov ModelsChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. 
68Jan-2012The Copula Echo State NetworkChatzis, Sotirios P. ; Demiris, Yiannis 
692012A spatially-constrained normalized gamma process for data clusteringKorkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. 
70Sep-2011Echo state Gaussian processDemiris, Yiannis ; Chatzis, Sotirios P. 
71Aug-2011Deformable probability maps: probabilistic shape and appearance-based object segmentationChatzis, Sotirios P. ; Tsechpenakis, Gavriil 
72Jul-2011A fuzzy c-means-type algorithm for clustering of data with mixed numeric and categorical attributes employing a probabilistic dissimilarity functionalChatzis, Sotirios P. 
73Feb-2011A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixturesChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. 
742011The one-hidden layer non-parametric Bayesian kernel machineKorkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. 
751-Dec-2010A method for training finite mixture models under a fuzzy clustering principleChatzis, Sotirios P. 
76Sep-2010Robust visual behavior recognitionChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. 
77Jun-2010Which brainstem cells generate the respiration cycles?Irvine, A.W. ; Tsechpenakis, Gabriel ; Chatzis, Sotirios P. 
78Jun-2010The infinite hidden Markov random field modelTsechpenakis, Gabriel ; Chatzis, Sotirios P. 
792010Hidden Markov models with nonelliptically contoured state densitiesChatzis, Sotirios P. 
80Sep-2009Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov ModelChatzis, Sotirios P. ; Kosmopoulos, Dimitrios ; Varvarigou, Theodora