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Giancarlo Lucca

Preaggregation Functions: Construction and an Application
2015 · Giancarlo Lucca, Jose Antonio Sanz, et al. · IEEE Transactions on Fuzzy Systems · 201
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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
2019 · Graçaliz Pereira Dimuro, Javier Fernández, et al. · Information Fusion · 182
CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems
2016 · Giancarlo Lucca, José Antonio Sanz, et al. · Knowledge-Based Systems · 179
CF -integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems
2017 · Giancarlo Lucca, José Antonio Sanz, et al. · Information Sciences · 169
Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named $C_{F_1F_2}$-Integrals
2018 · Giancarlo Lucca, Gracaliz Pereira Dimuro, et al. · IEEE Transactions on Fuzzy Systems · 119
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Generalized CF1F2 -integrals: From Choquet-like aggregation to ordered directionally monotone functions
2019 · Graçaliz Pereira Dimuro, Giancarlo Lucca, et al. · Fuzzy Sets and Systems · 82
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A proposal for tuning the $$\alpha $$ parameter in $$C_{\alpha }C$$-integrals for application in fuzzy rule-based classification systems
2018 · Giancarlo Lucca, José A. Sanz, et al. · Natural Computing · 55
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Neuro-inspired edge feature fusion using Choquet integrals
2021 · Cedric Marco-Detchart, Giancarlo Lucca, et al. · Information Sciences · 49
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A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems
2015 · Giancarlo Lucca, Gracaliz P. Dimuro, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 49
d-XC Integrals: On the Generalization of the Expanded Form of the Choquet Integral by Restricted Dissimilarity Functions and Their Applications
2022 · Jonata Wieczynski, Javier Fumanal-Idocin, et al. · IEEE Transactions on Fuzzy Systems · 42
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Using the Choquet Integral in the Pooling Layer in Deep Learning Networks
2018 · Camila Alves Dias, Jéssica C. S. Bueno, et al. · Communications in computer and information science · 38
$dC_{F}$-Integrals: Generalizing C$_{F}$-Integrals by Means of Restricted Dissimilarity Functions
2022 · Jonata Wieczynski, Giancarlo Lucca, et al. · IEEE Transactions on Fuzzy Systems · 35
Pre-aggregation functions: Definition, properties and construction methods
2016 · Humberto Bustince, Jose Antonio Sanz, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 34
Normality tests: a study of residuals obtained on time series tendency modeling
2023 · Fabian Corrêa Cardoso, Rafael Alceste Berri, et al. · Exacta · 31
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Echo state network and classical statistical techniques for time series forecasting: A review
2024 · Fabian Corrêa Cardoso, Rafael Alceste Berri, et al. · Knowledge-Based Systems · 29
CMin-Integral: A Choquet-Like Aggregation Function Based on the Minimum t-Norm for Applications to Fuzzy Rule-Based Classification Systems
2017 · Graçaliz Pereira Dimuro, Giancarlo Lucca, et al. · Advances in intelligent systems and computing · 28
Analyzing the performance of different fuzzy measures with generalizations of the Choquet integral in classification problems
2019 · Giancarlo Lucca, Jose Antonio Sanz, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 26
New Results on Pre-aggregation Functions
2016 · G. P. DIMURO, B. BEDREGAL, et al. · International FLINS Conference on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS) · 26
General Grouping Functions
2020 · Helida Santos, Graçaliz P. Dimuro, et al. · Communications in computer and information science · 20
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Simulating the Behaviour of Choquet-Like (pre) Aggregation Functions for Image Resizing in the Pooling Layer of Deep Learning Networks
2019 · Camila Dias, Jessica Bueno, et al. · Advances in intelligent systems and computing · 20
Systematic Review of Aggregation Functions Applied to Image Edge Detection
2023 · Miqueias Amorim, Gracaliz Dimuro, et al. · Axioms · 19
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The Notion of Pre-aggregation Function
2015 · Giancarlo Lucca, José Antonio Sanz, et al. · Lecture notes in computer science · 19
Generalizing the GMC-RTOPSIS Method using CT-integral Pre-aggregation Functions
2020 · Jonata C. Wieczynski, Gracaliz P. Dimuro, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 17
Applying aggregation and pre-aggregation functions in the classification of grape berries
2018 · Giancarlo Lucca, Jose Antonio Sanz, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 17
A Proposal for Tuning the Alpha Parameter in a Copula Function Applied in Fuzzy Rule-Based Classification Systems
2016 · Giancarlo Lucca, Gracaliz P. Dimuro, et al. · Brazilian Conference on Intelligent Systems · 15
Works count: 202
Citation count: 1,807
H-index: 20
I10-index: 32
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