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Results 21-40 of 61 (Search time: 0.005 seconds).

Issue DateTitleAuthor(s)
211-Dec-2016Software defect prediction using doubly stochastic Poisson processes driven by stochastic belief networksAndreou, Andreas S. ; Chatzis, Sotirios P. 
22Dec-2016Maximum Entropy Discrimination Factor AnalyzersChatzis, Sotirios P. 
231-Oct-2016A Nonstationary Hidden Markov Model with Approximately Infinitely-Long Time-DependenciesChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. ; Papadourakis, George M. 
24Jul-2016A novel corporate credit rating system based on Student’s-t hidden Markov modelsPetropoulos, Anastasios ; Chatzis, Sotirios P. ; Xanthopoulos, Stylianos 
2527-Nov-2015Maximum entropy discrimination poisson regression for software reliability modelingChatzis, Sotirios P. ; Andreou, Andreas S. 
261-Jan-2015A latent manifold markovian dynamics gaussian processChatzis, Sotirios P. ; Kosmopoulos, Dimitrios 
27May-2014Gaussian process-mixture conditional heteroscedasticityPlatanios, Emmanouil Antonios ; Chatzis, Sotirios P. 
2823-Nov-2013A latent variable Gaussian process model with Pitman–Yor process priors for multiclass classificationChatzis, Sotirios P. 
29Oct-2013The Infinite-Order Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
301-Sep-2013Margin-maximizing classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
31Jun-2013A markov random field-regulated pitman-yor process prior for spatially constrained data clusteringChatzis, Sotirios P. 
32Jun-2013A conditional random field-based model for joint sequence segmentation and classificationKosmopoulos, Dimitrios I. ; Doliotis, Paul ; Chatzis, Sotirios P. 
332013Erratum: Maximum-margin classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
342013Infinite markov-switching maximum entropy discrimination machinesChatzis, Sotirios P. 
351-Dec-2012A Spatially-constrained Normalized Gamma Process PriorKorkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. 
36Dec-2012Nonparametric Mixtures of Gaussian Processes With Power-Law BehaviorDemiris, Yiannis ; Chatzis, Sotirios P. 
371-Sep-2012The Echo State Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
3819-Jun-2012A Quantum-Statistical Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis 
3915-Jun-2012A Sparse Nonparametric Hierarchical Bayesian Approach Towards Inductive Transfer for Preference ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
40Jun-2012A Nonparametric Bayesian Approach Toward Robot Learning by DemonstrationChatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis