In 2013, Barrenechea et al. used the Choquet integral as an aggregation function in the
fuzzy reasoning method (FRM) of fuzzy rule-based classification systems. After that, starting …

There are many real-world classification problems involving multiple classes, eg, in
bioinformatics, computer vision, or medicine. These problems are generally more difficult …

The aim of this paper is to propose a consensus method via penalty functions for decision
making in ensembles of fuzzy rule-based classification systems (FRBCSs). For that, we first …

Abstract The geometric Bonferroni mean (GeoBM), which was designed as a primitive
attempt to extend the Bonferroni mean (BM), has enriched the family of BM-type aggregation …

Monotonicity with respect to all arguments is fundamental to the definition of aggregation
functions. It is also a limiting property that results in many important nonmonotonic averaging …

In recent years, immense interest in the exploration of the generalized version of the
monotonicity condition has been significantly accomplished by the researchers. The …

In this paper, we point out several problems in the different definitions (and related results) of
penalty functions found in the literature. Then, we propose a new standard definition of …

Hyperspectral data are being increasingly used for the characterization and understanding
of real-world scenarios. In this field, UAV-based sensors bring the opportunity to collect …

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 …

Проблематика. Однією з найбільш інтенсивних тенденцій на виробництві та при
проектуванні різної техніки на сьогодні є прагнення до автоматизації процесів з метою …