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| | Issue Date | Title | Author(s) | Journal |
| 1 | Oct-2013 | The Infinite-Order Conditional Random Field Model for Sequential Data Modeling | Chatzis, Sotirios P. ; Demiris, Yiannis | IEEE Transactions on Pattern Analysis and Machine Intelligence |
| 2 | 1-Dec-2012 | A Spatially-constrained Normalized Gamma Process Prior | Korkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. | Expert systems with applications |
| 3 | Dec-2012 | Nonparametric Mixtures of Gaussian Processes With Power-Law Behavior | Demiris, Yiannis ; Chatzis, Sotirios P. | IEEE transactions on neural networks and learning systems |
| 4 | 1-Sep-2012 | The Echo State Conditional Random Field Model for Sequential Data Modeling | Chatzis, Sotirios P. ; Demiris, Yiannis | Expert systems with applications |
| 5 | 19-Jun-2012 | A Quantum-Statistical Approach Toward Robot Learning by Demonstration | Chatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis | IEEE Transactions on Robotics |
| 6 | 15-Jun-2012 | A Sparse Nonparametric Hierarchical Bayesian Approach Towards Inductive Transfer for Preference Modeling | Chatzis, Sotirios P. ; Demiris, Yiannis | Expert systems with applications |
| 7 | Jun-2012 | A Nonparametric Bayesian Approach Toward Robot Learning by Demonstration | Chatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis | Robotics and Autonomous Systems |
| 8 | May-2012 | A Reservoir-driven non-stationary hidden markov model | Demiris, Yiannis ; Chatzis, Sotirios P. | Pattern recognition |
| 9 | Jan-2012 | The Copula Echo State Network | Chatzis, Sotirios P. ; Demiris, Yiannis | Pattern Recognition |
| 10 | Sep-2011 | Echo state Gaussian process | Demiris, Yiannis ; Chatzis, Sotirios P. | IEEE transactions on neural networks and learning systems |
