Browsing by Author Chatzis, Sotirios P.


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Issue DateTitleAuthor(s)
7-Jun-2017Asymmetric deep generative modelsPartaourides, Charalampos ; Chatzis, Sotirios P. 
Nov-2018Charging policies for PREYs used for service delivery: a reinforcement learning approachPanayiotou, Tania ; Chatzis, Sotirios P. ; Panayiotou, Christos ; Ellinas, Georgios 
2013A conditional random field-based model for joint sequence segmentation and classificationKosmopoulos, Dimitrios ; Doliotis, Paul ; Chatzis, Sotirios P. 
2007A content-based image retrieval scheme allowing for robust automatic personalizationDoulamis, Anastasios D. ; Varvarigou, Theodora ; Chatzis, Sotirios P. 
2012A coupled indian buffet process model for collaborative filteringChatzis, Sotirios P. 
2006A cross media platform for personalized leisure & entertainment: the POLYMNIA approachAnagnostopoulos, Vasilios ; Lalos, Constantinos ; Chatzis, Sotirios P. 
May-2019A Data-Driven Bandwidth Allocation Framework with QoS Considerations for EONsPanayiotou, Tania ; Manousakis, Konstantinos ; Chatzis, Sotirios P. ; Ellinas, Georgios 
May-2016A data-driven QoT decision approach for multicast connections in metro optical networksPanayiotou, Tania ; Ellinas, Georgios ; Chatzis, Sotirios P. 
1-Jan-2017Deep bayesian matrix factorizationChatzis, Sotirios P. 
15-May-2018Deep learning with t-exponential Bayesian kitchen sinksPartaourides, Harris ; Chatzis, Sotirios P. 
1-Jan-2017Deep network regularization via bayesian inference of synaptic connectivityPartaourides, Charalampos ; Chatzis, Sotirios P. 
2-Oct-2014Developing public transport network systems: The DIANA approachKosmopoulos, Dimitrios I. ; Kalohristianakis, M. ; Malamos, Athanasios G. ; Chatzis, Sotirios P. ; Pternea, Moschoula ; Kepaptsoglou, Konstantinos L. ; Karlaftis, Matthew G. 
2014Dynamic bayesian probabilistic matrix factorizationChatzis, Sotirios P. 
2011Echo state Gaussian processDemiris, Yiannis ; Chatzis, Sotirios P. ; Demiris, Yiannis 
2014Echo-state conditional restricted boltzmann machinesChatzis, Sotirios P. 
1-Dec-2013Erratum: Maximum-margin classification of sequential data with infinitely-long temporal dependenciesChatzis, Sotirios P. 
1-Dec-2018Forecasting stock market crisis events using deep and statistical machine learning techniquesChatzis, Sotirios P. ; Siakoulis, Vassilis ; Petropoulos, Anastasios ; Stavroulakis, Evangelos ; Vlachogiannakis, Nikos 
Jul-2011A fuzzy c-means-type algorithm for clustering of data with mixed numeric and categorical attributes employing a probabilistic dissimilarity functionalChatzis, Sotirios P. 
2008A fuzzy clustering approach toward Hidden Markov random field models for enhanced spatially constrained image segmentationChatzis, Sotirios P. ; Varvarigou, Theodora 
May-2014Gaussian process-mixture conditional heteroscedasticityPlatanios, Emmanouil Antonios ; Chatzis, Sotirios P.