37 citations · 40 across the 4 of their papers we have counts for
4 papers
Bounded Generalized Mixture Functions
Antonio Diego S. Farias, Valdigleis S. Costa, Luiz Ranyer de Araújo Lopes +2
In literature, it is common to find problems which require a way to encode a finite set of information into a single data; usually means are used for that. An important generalizat…
Dynamic Ordered Weighted Averaging Functions for Complete Lattices
Antonio Diego S. Farias, Regivan H. N. Santiago, Benjamín Bedregal
In this paper we introduce a class of operators on complete lattices called Dynamic Ordered Weighted Averaging (DYOWA) functions. These functions provide a generalized form of an i…
Combining Multiple Algorithms in Classifier Ensembles using Generalized Mixture Functions
Valdigleis S. Costaa, Antonio Diego S. Farias, Benjamín Bedregal +2
Classifier ensembles are pattern recognition structures composed of a set of classification algorithms (members), organized in a parallel way, and a combination method with the aim…
A Method for Image Reduction Based on a Generalization of Ordered Weighted Averaging Functions
A. Diego S. Farias, Valdigleis S. Costa, Luiz Ranyer A. Lopes +2
In this paper we propose a special type of aggregation function which generalizes the notion of Ordered Weighted Averaging Function - OWA. The resulting functions are called Dynami…