Chatzis, Sotirios P. (rp00085)

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Publications

All [106]

Selected Publications [3]

Articles [60]

Conference Papers [33]

Books & Book Chapters [9]

Art & Design [1]

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		Issue Date	Title	Author(s)
	41	May-2012	A Possibilistic Clustering Approach Toward Generative Mixture Models	Chatzis, Sotirios P. ; Tsechpenakis, Gavriil
	42	May-2012	A Reservoir-driven non-stationary hidden markov model	Demiris, Yiannis ; Chatzis, Sotirios P.
	43	5-Mar-2012	Visual Workflow Recognition Using a Variational Bayesian Treatment of Multistream Fused Hidden Markov Models	Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I.
	44	Jan-2012	The Copula Echo State Network	Chatzis, Sotirios P. ; Demiris, Yiannis
	45	2012	A Coupled Indian Buffet Process Model for Collaborative Filtering	Chatzis, Sotirios P.
	46	Nov-2011	Numerical optimization using synergetic swarms of foraging bacterial populations	Chatzis, Sotirios P. ; Koukas, Spyros
	47	Sep-2011	Echo state Gaussian process	Demiris, Yiannis ; Chatzis, Sotirios P.
	48	Aug-2011	Deformable probability maps: probabilistic shape and appearance-based object segmentation	Chatzis, Sotirios P. ; Tsechpenakis, Gavriil
	49	Jul-2011	A fuzzy c-means-type algorithm for clustering of data with mixed numeric and categorical attributes employing a probabilistic dissimilarity functional	Chatzis, Sotirios P.
	50	Feb-2011	A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures	Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I.
	51	1-Dec-2010	A method for training finite mixture models under a fuzzy clustering principle	Chatzis, Sotirios P.
	52	Sep-2010	Robust visual behavior recognition	Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I.
	53	Jun-2010	The infinite hidden Markov random field model	Tsechpenakis, Gabriel ; Chatzis, Sotirios P.
	54	2010	Hidden Markov models with nonelliptically contoured state densities	Chatzis, Sotirios P.
	55	Sep-2009	Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov Model	Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios ; Varvarigou, Theodora
	56	Jun-2009	Factor analysis latent subspace modeling and robust fuzzy clustering using t-distributions	Chatzis, Sotirios P. ; Varvarigou, Theodora
	57	Mar-2009	Vision-based production of personalized video	Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. ; Doulamis, Anastasios D. ; Makris, Alexandros ; Doulamis, Nikolaos D. ; Middleton, Stuart E.
	58	Oct-2008	Robust fuzzy clustering using mixtures of Student’s-t distributions	Dr Chatzis, Sotirios P. ; Varvarigou, Theodora
	59	Mar-2008	Signal modeling and classification using a robust latent space model based on t distributions	Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. ; Varvarigou, Theodora
	60	2008	A fuzzy clustering approach toward Hidden Markov random field models for enhanced spatially constrained image segmentation	Chatzis, Sotirios P. ; Varvarigou, Theodora

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