Sustainability and Machine Learning Group
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VLEngagement: A dataset of scientific video lectures for evaluating population-based engagement
Sahan Bulathwela
,
Maria Perez-Ortiz
,
Emine Yilmaz
,
John Shawe-Taylor
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Accelerating the BSM Interpretation of LHC Data with Machine Learning
The interpretation of Large Hadron Collider (LHC) data in the framework of Beyond the Standard Model (BSM) theories is hampered by the …
Gianfranco Bertone
,
Marc P. Deisenroth
,
Jong S. Kim
,
Sebastian Liem
,
Roberto Ruiz De Austri
,
Max Welling
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DOI
From pairwise comparisons and rating to a unified quality scale
Maria Perez-Ortiz
,
Aliaksei Mikhailiuk
,
Emin Zerman
,
Vedad Hulusic
,
Giuseppe Valenzise
,
Rafał K Mantiuk
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GPdoemd: A Python Package for Design of Experiments for Model Discrimination
Simon Olofsson
,
Lukas Hebing
,
Sebastian Niedenfuehr
,
Marc Deisenroth
,
Ruth Misener
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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 Sanchez-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 Saez
,
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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