Search Results - "Pereira Dimuro, Gracaliz"
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Ordered Directionally Monotone Functions: Justification and Application
Published in IEEE transactions on fuzzy systems (01-08-2018)“…In this paper, we introduce the notion of ordered directionally monotone function as a type of function which allows monotonicity along different directions in…”
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On residual implications derived from overlap functions
Published in Information sciences (10-08-2015)“…Overlap functions are aggregation operators specially introduced to be used in applications involving the overlap problem and/or when the associativity…”
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Preaggregation Functions: Construction and an Application
Published in IEEE transactions on fuzzy systems (01-04-2016)“…In this paper, we introduce the notion of preaggregation function. Such a function satisfies the same boundary conditions as an aggregation function, but,…”
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N-Dimensional Admissibly Ordered Interval-Valued Overlap Functions and Its Influence in Interval-Valued Fuzzy-Rule-Based Classification Systems
Published in IEEE transactions on fuzzy systems (01-04-2022)“…Overlap functions are a type of aggregation functions that are not required to be associative, generally used to indicate the overlapping degree between two…”
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Abstract Homogeneous Functions and Consistently Influenced/Disturbed Multi-Expert Decision Making
Published in IEEE transactions on fuzzy systems (01-09-2022)“…In this article, we propose a new generalization for the notion of homogeneous functions. We show some properties and how it appears in some scenarios…”
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d-XC Integrals: On the Generalization of the Expanded Form of the Choquet Integral by Restricted Dissimilarity Functions and Their Applications
Published in IEEE transactions on fuzzy systems (01-12-2022)“…Restricted dissimilarity functions (RDFs) were introduced to overcome problems resulting from the adoption of the standard difference. Based on those RDFs,…”
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VCI-LSTM: Vector Choquet Integral-Based Long Short-Term Memory
Published in IEEE transactions on fuzzy systems (01-07-2023)“…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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8
Quantifying External Information in Social Network Analysis: An Application to Comparative Mythology
Published in IEEE transactions on cybernetics (01-06-2024)“…Social network analysis is a popular tool to understand the relationships between interacting agents by studying the structural properties of their…”
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Regulating social exchanges in open MAS: The problem of reciprocal conversions between POMDPs and HMMs
Published in Information sciences (01-12-2015)“…An important problem in open multiagent systems is that of the regulation of social exchanges, toward producing social equilibrium. This problem may be…”
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10
General Interval-valued Grouping Functions
Published in 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01-07-2020)“…Grouping functions are aggregation functions used in decision making based on fuzzy preference relations in order to express the measure of the amount of…”
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Conference Proceeding -
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Archimedean overlap functions: The ordinal sum and the cancellation, idempotency and limiting properties
Published in Fuzzy sets and systems (01-10-2014)“…Overlap functions are a particular type of aggregation functions, given by increasing continuous commutative bivariate functions defined over the unit square,…”
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12
Explainable Classification Methods for Fish Species Detection Using Hydroacoustic Data
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11-07-2021)“…This work aims to evaluate explainable classification methods for the detection of fish species from hydroacoustic data acquired by echo sounders at a region…”
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Conference Proceeding -
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T-overlap T-migrative Functions: a generalization of migrativity in t-overlap functions
Published in Revista cientifica del Centro de Investigaciones y Desarrollo Cientifico de la Universidad Distral Francisco Jose de Caldas (01-08-2020)“…This paper introduces a generalization of migrative functions by extending the conditions of the product operation applied in the variables. More specifically,…”
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New results on overlap and grouping functions
Published in Information sciences (10-11-2013)“…Overlap functions and grouping functions are special kinds of aggregation operators that have been recently proposed for applications in classification…”
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The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions
Published in Information fusion (01-05-2020)“…•We make a revision of recent generalizations of the Choquet integral that appear in the literature.•We show some of the most relevant theoretical features of…”
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16
CF-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems
Published in Information sciences (01-04-2018)“…This paper introduces the family of CF-integrals, which are pre-aggregations functions that generalizes the Choquet integral considering a bivariate function F…”
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17
On the definition of penalty functions in data aggregation
Published in Fuzzy sets and systems (15-09-2017)“…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…”
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18
On additive generators of overlap functions
Published in Fuzzy sets and systems (15-03-2016)“…In this paper we introduce the notion of additive generator pair for overlap functions. We also study how some of the properties that can be demanded to an…”
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Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions
Published in Fuzzy sets and systems (01-01-2020)“…This paper introduces the theoretical framework for a generalization of CF1F2-integrals, a family of Choquet-like integrals used successfully in the…”
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20
General interval-valued overlap functions and interval-valued overlap indices
Published in Information sciences (01-07-2020)“…Overlap functions are aggregation functions that express the overlapping degree between two values. They have been used both as a conjunction in several…”
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Journal Article