Leveraging statistical machine learning to address failure localization in optical networks von Panayiotou, T., Chatzis, S. P., Ellinas, G.

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Performance analysis of a data-driven quality-of-transmission decision approach on a dynamic multicast- capable metro optical network von Panayiotou, T., Chatzis, S. P., Ellinas, G.

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A Quantum-Statistical Approach Toward Robot Learning by Demonstration von Chatzis, S. P., Korkinof, D., Demiris, Y.

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Echo State Gaussian Process von Chatzis, S. P., Demiris, Y.

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A Fuzzy Clustering Approach Toward Hidden Markov Random Field Models for Enhanced Spatially Constrained Image Segmentation von Chatzis, S.P., Varvarigou, T.A.

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Nonparametric Mixtures of Gaussian Processes With Power-Law Behavior von Chatzis, S. P., Demiris, Y.

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Robust Sequential Data Modeling Using an Outlier Tolerant Hidden Markov Model von Chatzis, S.P., Kosmopoulos, D.I., Varvarigou, T.A.

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Visual Workflow Recognition Using a Variational Bayesian Treatment of Multistream Fused Hidden Markov Models von Chatzis, S. P., Kosmopoulos, D.

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Signal Modeling and Classification Using a Robust Latent Space Model Based on t Distributions von Chatzis, S.P., Kosmopoulos, D.I., Varvarigou, T.A.

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The Infinite-Order Conditional Random Field Model for Sequential Data Modeling von Chatzis, SP, Demiris, Y

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A reservoir-driven non-stationary hidden Markov model von Chatzis, SP, Demiris, Y

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Signal Modeling and Classification Using a Robust Latent Space Model Based on [Formula Omitted] Distributions von Chatzis, S.P, Kosmopoulos, D.I, Varvarigou, T.A

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A Quantum-Statistical Approach Toward Robot Learning by Demonstration von Chatzis, SP, Korkinof, D, Demiris, Y

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A nonparametric Bayesian approach toward robot learning by demonstration von Chatzis, SP, Korkinof, D, Demiris, Y

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The One-Hidden Layer Non-parametric Bayesian Kernel Machine von Chatzis, S. P., Korkinof, D., Demiris, Y.

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The One-Hidden Layer Non-parametric Bayesian Kernel Machine von Chatzis, SP, Korkinof, D, Demiris, Y

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Robust Visual Behavior Recognition von Kosmopoulos, D, Chatzis, S P

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Forecasting stock market crisis events using deep and statistical machine learning techniques von Chatzis, Sotirios P., Siakoulis, Vassilis, Petropoulos, Anastasios, Stavroulakis, Evangelos, Vlachogiannakis, Nikos

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A Discontinuous Extended Kalman Filter for non-smooth dynamic problems von Chatzis, M.N., Chatzi, E.N., Triantafyllou, S.P.

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A Data-Driven Bandwidth Allocation Framework With QoS Considerations for EONs von Panayiotou, Tania, Manousakis, Konstantinos, Chatzis, Sotirios P., Ellinas, Georgios

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