Search Results - "Asmus, Tiago da Cruz"
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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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Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions
Published in Fuzzy sets and systems (05-08-2022)“…Overlap functions are a class of aggregation functions that measure the overlapping degree between two values. They have been successfully applied as a fuzzy…”
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3
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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4
Generalizing max pooling via (a,b)-grouping functions for Convolutional Neural Networks
Published in Information fusion (01-11-2023)“…Due to their high adaptability to varied settings and effective optimization algorithm, Convolutional Neural Networks (CNNs) have set the state-of-the-art on…”
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A methodology for controlling the information quality in interval-valued fusion processes: Theory and application
Published in Knowledge-based systems (22-12-2022)“…An important problem faced when dealing with imperfect information in fusion processes the uncertainty regarding values of the membership degrees to be…”
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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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[Formula Omitted]-Integrals: Generalizing C[Formula Omitted]-Integrals by Means of Restricted Dissimilarity Functions
Published in IEEE transactions on fuzzy systems (01-02-2023)“…The Choquet integral (CI) is an averaging aggregation function that has been used, e.g., in the fuzzy reasoning method (FRM) of fuzzy rule-based classification…”
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dC-Integrals: Generalizing C -Integrals by Means of Restricted Dissimilarity Functions
Published in IEEE transactions on fuzzy systems (01-01-2023)“…The Choquet integral (CI) is an averaging aggregation function that has been used, e.g., in the fuzzy reasoning method (FRM) of fuzzy rule-based classification…”
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9
A constructive framework to define fusion functions with floating domains in arbitrary closed real intervals
Published in Information sciences (01-09-2022)“…Fusion functions and their most important subclass, aggregation functions, have been successfully applied in fuzzy modeling. However, there are practical…”
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n-Dimensional Interval Uninorms
Published in 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01-06-2019)“…n-Dimensional fuzzy sets are an extension of fuzzy sets where the membership values are n-tuples of real numbers in the unit interval [0, 1] ordered in…”
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Conference Proceeding -
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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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Evaluation of a method for transforming crisp values into fuzzy values
Published in GEPROS : Gestão da Produção, Operações e Sistemas (01-12-2015)“…This study analyzes a method for transforming crisp values (discrete) into fuzzy values. The data comes from a quality analysis of sensory characteristics of…”
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Journal Article -
13
Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions
Published 08-06-2021“…Overlap functions are a class of aggregation functions that measure the overlapping degree between two values. Interval-valued overlap functions were defined…”
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Journal Article -
14
Avaliação de um método de transformação de valores crisp em valores fuzzy
Published in GEPROS : Gestão da Produção, Operações e Sistemas (28-10-2015)“…O presente estudo analisa o comportamento de um método de transformação de valores crisp em valores fuzzy triangulares em um processo de avaliação de…”
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Journal Article -
15
Avaliac?o de um metodo de transformac?o de valores crisp em valores fuzzy
Published in GEPROS : Gestão da Produção, Operações e Sistemas (01-01-2015)“…O presente estudo analisa o comportamento de um método de transformação de valores crisp em valores fuzzy triangulares em um processo de avaliação de…”
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Journal Article