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Date Issued:  [2010 TO 2019]
Type:  Article

Results 21-40 of 44 (Search time: 0.005 seconds).

Issue DateTitleAuthor(s)
21Jun-2013A markov random field-regulated pitman-yor process prior for spatially constrained data clusteringChatzis, Sotirios P. 
22Jun-2013A conditional random field-based model for joint sequence segmentation and classificationKosmopoulos, Dimitrios I. ; Doliotis, Paul ; Chatzis, Sotirios P. 
232013Erratum: Maximum-margin classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
242013Infinite markov-switching maximum entropy discrimination machinesChatzis, Sotirios P. 
251-Dec-2012A Spatially-constrained Normalized Gamma Process PriorKorkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. 
26Dec-2012Nonparametric Mixtures of Gaussian Processes With Power-Law BehaviorDemiris, Yiannis ; Chatzis, Sotirios P. 
271-Sep-2012The Echo State Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
2819-Jun-2012A Quantum-Statistical Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
2915-Jun-2012A Sparse Nonparametric Hierarchical Bayesian Approach Towards Inductive Transfer for Preference ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
30Jun-2012A Nonparametric Bayesian Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
31May-2012A Possibilistic Clustering Approach Toward Generative Mixture ModelsChatzis, Sotirios P. ; Tsechpenakis, Gavriil 
32May-2012A Reservoir-driven non-stationary hidden markov modelDemiris, Yiannis ; Chatzis, Sotirios P. 
335-Mar-2012Visual Workflow Recognition Using a Variational Bayesian Treatment of Multistream Fused Hidden Markov ModelsChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. 
34Jan-2012The Copula Echo State NetworkChatzis, Sotirios P. ; Demiris, Yiannis 
352012A Coupled Indian Buffet Process Model for Collaborative FilteringChatzis, Sotirios P. 
36Nov-2011Numerical optimization using synergetic swarms of foraging bacterial populationsChatzis, Sotirios P. ; Koukas, Spyros 
37Sep-2011Echo state Gaussian processDemiris, Yiannis ; Chatzis, Sotirios P. 
38Aug-2011Deformable probability maps: probabilistic shape and appearance-based object segmentationChatzis, Sotirios P. ; Tsechpenakis, Gavriil 
39Jul-2011A fuzzy c-means-type algorithm for clustering of data with mixed numeric and categorical attributes employing a probabilistic dissimilarity functionalChatzis, Sotirios P. 
40Feb-2011A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixturesChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I.