Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
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On the use of evolutionary time series analysis for segmenting paleoclimate data
Marı́a Pérez-Ortiz
,
Antonio Manuel Durán-Rosal
,
Pedro Antonio Gutiérrez
,
Javier Sánchez-Monedero
,
Athanasia Nikolaou
,
Francisco Fernández-Navarro
,
César Hervás-Mart\ńez
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Orca: A matlab/octave toolbox for ordinal regression
Javier Sánchez-Monedero
,
Pedro Antonio Gutiérrez
,
Marı́a Pérez-Ortiz
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Bayesian Multi-Objective Optimisation with Mixed Analytical and Black-Box Functions: Application to Tissue Engineering
Simon Olofsson
,
Mohammad Mehrian
,
Roberto Calandra
,
Liesbet Geris
,
Marc P. Deisenroth
,
Ruth Misener
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DOI
Binary ranking for ordinal class imbalance
Ricardo Cruz
,
Kelwin Fernandes
,
Joaquim F Pinto Costa
,
Marı́a Pérez-Ortiz
,
Jaime S Cardoso
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Partial order label decomposition approaches for melanoma diagnosis
Javier Sánchez-Monedero
,
Marı́a Pérez-Ortiz
,
Aurora Sáez
,
Pedro Antonio Gutiérrez
,
César Hervás-Mart\ńez
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Real-Time Community Detection in Full Social Networks on a Laptop
For a broad range of research, governmental and commercial applications it is important to understand the allegiances, communities and …
Benjamin P. Chamberlain
,
Josh Levy-Kramer
,
Clive Humby
,
Marc P. Deisenroth
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Code
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
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