26 citations · 52 across the 4 of their papers we have counts for
7 papers
A Generalization of the Sugeno integral to aggregate Interval-valued data: an application to Brain Computer Interface and Social Network Analysis
Javier Fumanal-Idocin, Zdenko Takac, Lubomira Horanska +5
Intervals 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 in…
The Concept of Semantic Value in Social Network Analysis: an Application to Comparative Mythology
Javier Fumanal-Idocin, Oscar Cordón, Graçaliz Dimuro +2
Human sciences have traditionally relied on human reasoning and intelligence to infer knowledge from a wide range of sources, such as oral and written narrations, reports, and trad…
A fusion method for multi-valued data
Martin Papčo, Iosu Rodríguez-Martínez, Javier Fumanal-Idocin +2
In this paper we propose an extension of the notion of deviation-based aggregation function tailored to aggregate multidimensional data. Our objective is both to improve the result…
Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions
Javier Fumanal-Idocin, Yu-Kai Wang, Chin-Teng Lin +3
Brain Computer Interface technologies are popular methods of communication between the human brain and external devices. One of the most popular approaches to BCI is Motor Imagery.…
Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface
Javier Fumanal-Idocin, Zdenko Takáč, Javier Fernández Jose Antonio Sanz +4
In this work we study the use of moderate deviation functions to measure similarity and dissimilarity among a set of given interval-valued data. To do so, we introduce the notion o…
Community detection and Social Network analysis based on the Italian wars of the 15th century
J. Fumanal-Idocin, A. Alonso-Betanzos, O. Cordón +2
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 natur…