Sustainability and Machine Learning Group
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Partial order label decomposition approaches for melanoma diagnosis
Javier Sánchez-Monedero
,
María Pérez-Ortiz
,
Aurora Saez
,
Pedro Antonio Gutiérrez
,
César Hervás-Martínez
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Real-Time Community Detection in Full Social Networks on a Laptop
Benjamin P. Chamberlain
,
Josh Levy-Kramer
,
Clive Humby
,
Marc Deisenroth
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URL
Validation of artificial neural networks as a methodology for donor-recipient matching for liver transplantation
María Dolores Ayllón
,
Rubén Ciria
,
Manuel Cruz‐Ramírez
,
María Pérez‐Ortiz
,
Irene Gómez
,
Roberto Valente
,
John O’Grady
,
Manuel De La Mata
,
César Hervás‐Martínez
,
Nigel D. Heaton
,
Javier Briceño
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A Brief Survey of Deep Reinforcement Learning
Kai Arulkumaran
,
Marc Deisenroth
,
Miles Brundage
,
Anil A. Barath
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URL
Dynamically weighted evolutionary ordinal neural network for solving an imbalanced liver transplantation problem
Manuel Dorado-Moreno
,
María Pérez-Ortiz
,
Pedro a Gutiérrez
,
Rubén Ciria
,
Javier Briceño
,
César Hervás-Martínez
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Gaussian Process Domain Experts for Modeling of Facial Affect
Stefanos Eleftheriadis
,
Ognjen Rudovic
,
Marc Deisenroth
,
Maja Pantic
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DOI
Model-based Contextual Policy Search for Data-Efficient Generalization of Robot Skills
Andras Kupcsik
,
Marc 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
Maria Perez-Ortiz
,
Pedro Antonio Gutiérrez
,
María Dolores Ayllón-Terán
,
N Heaton
,
Rubén Ciria
,
Javier Briceño
,
César Hervás-Martínez
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Bayesian Optimization for Learning Gaits under Uncertainty
Roberto Calandra
,
André Seyfarth
,
Jan Peters
,
Marc Deisenroth
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DOI
A review of classification problems and algorithms in renewable energy applications
María Pérez-Ortiz
,
Silvia Jiménez-Fernández
,
Pedro a Gutiérrez
,
Enrique Alexandre
,
César Hervás-Martínez
,
Sancho Salcedo-Sanz
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