Search Results - "Horanska, Lubomira"

VCI-LSTM: Vector Choquet Integral-Based Long Short-Term Memory by Ferrero-Jaurrieta, Mikel, Takac, Zdenko, Fernandez, Javier, Horanska, Lubomira, Dimuro, Gracliz Pereira, Montes, Susana, Diaz, Irene, Bustince, Humberto

“…Choquet integral is a widely used aggregation operator on one-dimensional and interval-valued information, since it is able to take into account the possible…”
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Sugeno integral generalization applied to improve adaptive image binarization by Bardozzo, Francesco, De La Osa, Borja, Horanská, Ľubomíra, Fumanal-Idocin, Javier, Priscoli, Mattia delli, Troiano, Luigi, Tagliaferri, Roberto, Fernandez, Javier, Bustince, Humberto

“…Classic adaptive binarization methodologies threshold pixels intensity with respect to adjacent pixels exploiting integral images. In turn, integral images are…”
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Degree of totalness: How to choose the best admissible permutation for vector fuzzy integration by Ferrero-Jaurrieta, Mikel, Horanská, Ľubomíra, Lafuente, Julio, Mesiar, Radko, Dimuro, Graçaliz Pereira, Takáč, Zdenko, Gómez, Marisol, Fernández, Javier, Bustince, Humberto

“…The use of aggregation operators that require ordering of the data brings a problem when the structures to be aggregated are multi-valued, since there may be…”
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A Generalization of the Sugeno integral to aggregate Interval-valued data: an application to Brain Computer Interface and Social Network Analysis by Fumanal-Idocin, Javier, Takac, Zdenko, Horanska, Lubomira, Asmus, Thiago da Cruz, Vidaurre, Carmen, Dimuro, Graçaliz, Fernandez, Javier, Bustince, Humberto

“…Fuzzy Sets and Systems 451 (2022): 320-341 Intervals are a popular way to represent the uncertainty related to data, in which we express the vagueness of each…”
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Enhancing LSTM for sequential image classification by modifying data aggregation by Takac, Zdenko, Ferrero-Jaurrieta, Mikel, Horanska, Lubomira, Krivonakova, Nada, Dimuro, Gracaliz Pereira, Bustince, Humberto

“…Recurrent Neural Networks (RNN) model sequential information and are commonly used for the analysis of time series. The most usual operation to fuse…”
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Adaptive binarization based on fuzzy integrals by Bardozzo, Francesco, De La Osa, Borja, Horanska, Lubomira, Fumanal-Idocin, Javier, Priscoli, Mattia delli, Troiano, Luigi, Tagliaferri, Roberto, Fernandez, Javier, Bustince, Humberto

“…Adaptive binarization methodologies threshold the intensity of the pixels with respect to adjacent pixels exploiting the integral images. In turn, the integral…”
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On comonotone k-maxitive aggregation functions by Horanská, Ľubomíra, Takáč, Zdenko

“…The aim of this paper is to study comonotone k-maxitive aggregation functions, i.e., aggregation functions fulfilling k-maxitivity for comonotone inputs. We…”
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A note on the copulas invariant with respect to (a,b)-transformation by Horanská, Ľubomíra, Sarkoci, Peter

“…This paper answers the problem of copulas invariant with respect to (a,b)-transformations recently proposed by Horanská and Kolesárová (2017) [8]. Using tools…”
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A generalization of the discrete Choquet and Sugeno integrals based on a fusion function by Horanská, Ľubomíra, Šipošová, Alexandra

“…In this paper, we present an approach to generalization of the discrete Choquet and Sugeno integrals. For the Choquet integral we replace the product operator…”
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Generalized decomposition integral by Horanská, L'ubomíra, Bustince, Humberto, Fernandez, Javier, Mesiar, Radko

“…In this paper we propose two different generalizations of the decomposition integral introduced by Even and Lehrer. We modify the product operator merging a…”
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On (a,b)-transformations of conjunctive functions by Horanská, Ľubomíra, Kolesárová, Anna

“…We introduce and study transformations that assign to each conjunctive real-valued function F:[0,1]2→R and any pair of parameters (a,b)∈[0,1]2 a function…”
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