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Publisher:  IEEE

Results 1-14 of 14 (Search time: 0.008 seconds).

Issue DateTitleAuthor(s)
1Nov-2022Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware ModelingCheng, Lei ; Yin, Feng ; Theodoridis, Sergios ; Chatzis, Sotirios P. ; Chang, Tsung-Hui 
225-Dec-2018t-Exponential Memory Networks for Question-Answering MachinesTolias, Kyriakos ; Chatzis, Sotirios P. 
327-Nov-2015Maximum entropy discrimination poisson regression for software reliability modelingChatzis, Sotirios P. ; Andreou, Andreas S. 
41-Jan-2015A latent manifold markovian dynamics gaussian processChatzis, Sotirios P. ; Kosmopoulos, Dimitrios 
5May-2014Gaussian process-mixture conditional heteroscedasticityPlatanios, Emmanouil Antonios ; Chatzis, Sotirios P. 
6Oct-2013The Infinite-Order Conditional Random Field Model for Sequential Data ModelingChatzis, Sotirios P. ; Demiris, Yiannis 
7Dec-2012Nonparametric Mixtures of Gaussian Processes With Power-Law BehaviorDemiris, Yiannis ; Chatzis, Sotirios P. 
8Sep-2011Echo state Gaussian processDemiris, Yiannis ; Chatzis, Sotirios P. 
9Sep-2010Robust visual behavior recognitionChatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. 
10Jun-2010The infinite hidden Markov random field modelTsechpenakis, Gabriel ; Chatzis, Sotirios P. 
112010Hidden Markov models with nonelliptically contoured state densitiesChatzis, Sotirios P. 
12Sep-2009Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov ModelChatzis, Sotirios P. ; Kosmopoulos, Dimitrios ; Varvarigou, Theodora 
13Jun-2009Factor analysis latent subspace modeling and robust fuzzy clustering using t-distributionsChatzis, Sotirios P. ; Varvarigou, Theodora 
142008A fuzzy clustering approach toward Hidden Markov random field models for enhanced spatially constrained image segmentationChatzis, Sotirios P. ; Varvarigou, Theodora