Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
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Validation of artificial neural networks as a methodology for donor-recipient matching for liver transplantation
Marı́a Dolores Ayllón
,
Rubén Ciria
,
Manuel Cruz-Ram\ŕez
,
Mar\' ́And Gómez, Irene Pérez-Ortiz
,
Roberto Valente
,
John O'Grady
,
Manuel De La Mata
,
César Hervás-Mart\'ıź
,
Nigel D Heaton
,
Others
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A Brief Survey of Deep Reinforcement Learning
Kai Arulkumaran
,
Marc P. Deisenroth
,
Miles Brundage
,
Anil A. Barath
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Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem
Manuel Dorado-Moreno
,
Marı́a Pérez-Ortiz
,
Pedro a Gutiérrez
,
Rubén Ciria
,
Javier Briceño
,
César Hervás-Mart\ńez
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Gaussian Process Domain Experts for Modeling of Facial Affect
Most of existing models for facial behavior analysis rely on generic classifiers, which fail to generalize well to previously unseen …
Stefanos Eleftheriadis
,
Ognjen Rudovic
,
Marc P. Deisenroth
,
Maja Pantic
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DOI
Model-based Contextual Policy Search for Data-Efficient Generalization of Robot Skills
Andras Kupcsik
,
Marc P. Deisenroth
,
Jan Peters
,
Loh Ai Poha
,
Prahlad Vadakkepata
,
Gerhard Neumann
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DOI
Synthetic semi-supervised learning in imbalanced domains: Constructing a model for donor-recipient matching in liver transplantation
M Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Marı́a Dolores Ayllón-Terán
,
N Heaton
,
Rubén Ciria
,
Javier Briceño
,
César Hervás-Mart\ńez
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A review of classification problems and algorithms in renewable energy applications
Marı́a Pérez-Ortiz
,
Silvia Jiménez-Fernández
,
Pedro a Gutiérrez
,
Enrique Alexandre
,
César Hervás-Mart\ńez
,
Sancho Salcedo-Sanz
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A study on multi-scale kernel optimisation via centered kernel-target alignment
Marı́a Pérez-Ortiz
,
Pedro Antonio Gutiérrez
,
Javier Sanchez-Monedero
,
César Hervás-Mart\ńez
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Bayesian Optimization for Learning Gaits under Uncertainty
Roberto Calandra
,
André Seyfarth
,
Jan Peters
,
Marc P. Deisenroth
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DOI
On the use of nominal and ordinal classifiers for the discrimination of states of development in fish oocytes
Marı́a Pérez-Ortiz
,
Manuel Fernández-Delgado
,
Eva Cernadas
,
Rosario Dom\ńguez-Petit
,
Pedro Antonio Gutiérrez
,
César Hervás-Mart\'éz
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