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| Issue Date | Title | Author(s) |
| Jun-2013 | A conditional random field-based model for joint sequence segmentation and classification | Kosmopoulos, Dimitrios I. ; Doliotis, Paul ; Chatzis, Sotirios P. |
| 2-Oct-2014 | Developing public transport network systems: The DIANA approach | Kosmopoulos, Dimitrios I. ; Kalohristianakis, M. ; Malamos, Athanasios G. ; Chatzis, Sotirios P. ; Pternea, Moschoula ; Kepaptsoglou, Konstantinos L. ; Karlaftis, Matthew G. |
| 1-Jan-2015 | A latent manifold markovian dynamics gaussian process | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios |
| 2014 | A non-stationary infinite partially-observable markov decision process | Kosmopoulos, Dimitrios I. ; Chatzis, Sotirios P. |
| Dec-2015 | A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. |
| Dec-2014 | A Nonstationary Hidden Markov Model with Approximately Infinitely-Long Time-Dependencies | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. ; Papadourakis, George M. |
| 1-Oct-2016 | A Nonstationary Hidden Markov Model with Approximately Infinitely-Long Time-Dependencies | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. ; Papadourakis, George M. |
| 2014 | A partially-observable markov decision process for dealing with dynamically changing environments | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. |
| 2008 | A robust approach towards sequential data modeling and its application in automatic gesture recognition | Kosmopoulos, Dimitrios I. ; Varvarigou, Theodora ; Chatzis, Sotirios P. |
| Sep-2009 | Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov Model | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios ; Varvarigou, Theodora |
| Sep-2010 | Robust visual behavior recognition | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. |
| Mar-2008 | Signal modeling and classification using a robust latent space model based on t distributions | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. ; Varvarigou, Theodora |
| 10-Oct-2021 | Stochastic Transformer Networks With Linear Competing Units: Application To End-to-End SL Translation | Voskou, Andreas ; Panousis, Konstantinos P. ; Kosmopoulos, Dimitrios I. ; Metaxas, Dimitris ; Chatzis, Sotirios P. |
| Feb-2011 | A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. |
| 2020 | Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation | Partaourides, Harris ; Voskou, Andreas ; Kosmopoulos, Dimitrios I. ; Chatzis, Sotirios P. ; N. Metaxas, Dimitris |
| Sep-2006 | Video representation and retrieval using spatio-temporal descriptors and region relations | Doulamis, Anastasios D. ; Kosmopoulos, Dimitrios I. ; Chatzis, Sotirios P. |
| 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. |
| 5-Mar-2012 | Visual Workflow Recognition Using a Variational Bayesian Treatment of Multistream Fused Hidden Markov Models | Chatzis, Sotirios P. ; Kosmopoulos, Dimitrios I. |
