Listar Artículos de revista ISC - ISC aldizkari artikuluak por autor UPNA "Fumanal Idocin, Javier"
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Community detection and social network analysis based on the Italian wars of the 15th century
In this contribution we study social network modelling by using human interaction as a basis. To do so, we propose a new set of functions, affinities, designed to capture the nature of the local interactions among each ... -
A generalization of the Sugeno integral to aggregate interval-valued data: an application to brain computer interface and social network analysis
(Elsevier, 2022) Artículo / ArtikuluaIntervals are a popular way to represent the uncertainty related to data, in which we express the vagueness of each observation as the width of the interval. However, when using intervals for this purpose, we need to use ... -
Interval-valued aggregation functions based on moderate deviations applied to motor-imagery-based brain computer interface
In this work we develop moderate deviation functions to measure similarity and dissimilarity among a set of given interval-valued data to construct interval-valued aggregation functions, and we apply these functions in two ... -
The Krypteia ensemble: designing classifier ensembles using an ancient Spartan military tradition
In this work we propose a new algorithm to train and optimize an ensemble of classifiers. We call this algorithm the Krypteia ensemble, based on an ancient Spartan tradition designed to convert their most promising individuals ... -
Motor-imagery-based brain-computer interface using signal derivation and aggregation functions
Brain Computer Interface (BCI) technologies are popular methods of communication between the human brain and external devices. One of the most popular approaches to BCI is Motor Imagery (MI). In BCI applications, the ...