Giancarlo Lucca
Giancarlo Lucca
Postdoctoral Researcher - Universidade Federal do Rio Grande
Verified email at e.unavarra.es - Homepage
Title
Cited by
Cited by
Year
Preaggregation functions: Construction and an application
G Lucca, JA Sanz, GP Dimuro, B Bedregal, R Mesiar, A Kolesarova, ...
IEEE Transactions on Fuzzy Systems 24 (2), 260-272, 2015
1372015
CC-integrals: Choquet-like copula-based aggregation functions and its application in fuzzy rule-based classification systems
G Lucca, JA Sanz, GP Dimuro, B Bedregal, MJ Asiain, M Elkano, ...
Knowledge-Based Systems 119, 32-43, 2017
992017
CF-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems
G Lucca, JA Sanz, GP Dimuro, B Bedregal, H Bustince, R Mesiar
Information Sciences 435, 94-110, 2018
862018
Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named -Integrals
G Lucca, GP Dimuro, J Fernández, H Bustince, B Bedregal, JA Sanz
IEEE Transactions on Fuzzy Systems 27 (1), 124-134, 2018
472018
A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems
G Lucca, GP Dimuro, V Mattos, B Bedregal, H Bustince, JA Sanz
2015 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-8, 2015
462015
The state-of-art of the generalizations of the Choquet integral: from aggregation and pre-aggregation to ordered directionally monotone functions
GP Dimuro, J Fernández, B Bedregal, R Mesiar, JA Sanz, G Lucca, ...
Information Fusion 57, 27-43, 2020
442020
Generalized CF1F2-integrals: from Choquet-like aggregation to ordered directionally monotone functions
GP Dimuro, G Lucca, B Bedregal, R Mesiar, JA Sanz, CT Lin, H Bustince
Fuzzy Sets and Systems 378, 44-67, 2020
342020
A proposal for tuning the α parameter in C α C -integrals for application in fuzzy rule-based classification systems
G Lucca, JA Sanz, GP Dimuro, B Bedregal, H Bustince
Natural Computing 19 (3), 533-546, 2020
212020
Using the Choquet integral in the pooling layer in deep learning networks
CA Dias, JCS Bueno, EN Borges, SSC Botelho, GP Dimuro, G Lucca, ...
North american fuzzy information processing society annual conference, 144-154, 2018
162018
CMin-Integral: a Choquet-like aggregation function based on the minimum t-norm for applications to fuzzy rule-based classification systems
GP Dimuro, G Lucca, JA Sanz, H Bustince, B Bedregal
International Summer School on Aggregation Operators, 83-95, 2017
142017
A proposal for tuning the alpha parameter in a copula function applied in fuzzy rule-based classification systems
G Lucca, GP Dimuro, B Bedregal, JA Sanz, H Bustince
2016 5th Brazilian Conference on Intelligent Systems (BRACIS), 367-372, 2016
112016
Pre-aggregation functions: definition, properties and construction methods
H Bustince, JA Sanz, G Lucca, GP Dimuro, B Bedregal, R Mesiar, ...
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 294-300, 2016
112016
New results on pre-aggregation functions
GP Dimuro, B Bedregal, H Bustince, J Fernandez, G Lucca, R Mesiar
Uncertainty Modelling in Knowledge Engineering and Decision Making …, 2016
112016
Simulating the behaviour of choquet-like (pre) aggregation functions for image resizing in the pooling layer of deep learning networks
C Dias, J Bueno, E Borges, G Lucca, H Santos, G Dimuro, H Bustince, ...
International Fuzzy Systems Association World Congress, 224-236, 2019
82019
IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems
M Elkano, M Galar, J Sanz, G Lucca, H Bustince
2017 Joint 17th World Congress of International Fuzzy Systems Association …, 2017
72017
Applying aggregation and pre-aggregation functions in the classification of grape berries
G Lucca, JA Sanz, H Bustince, GP Dimuro, V Gomes, RCC Madureira, ...
2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2018
62018
Analyzing the behavior of a CC-integral in a Fuzzy Rule-Based Classification System
G Lucca, JA Sanz, GP Dimuro, B Bedregal, J Fernández, H Bustince
Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on, 1-6, 2017
62017
The notion of pre-aggregation function
G Lucca, JA Sanz, GP Dimuro, B Bedregal, R Mesiar, A Kolesárová, ...
International Conference on Modeling Decisions for Artificial Intelligence …, 2015
62015
General grouping functions
H Santos, GP Dimuro, TC Asmus, G Lucca, EN Borges, B Bedregal, ...
International Conference on Information Processing and Management of …, 2020
52020
Generalizing the GMC-RTOPSIS Method using CT-integral Pre-aggregation Functions
JC Wieczynski, GP Dimuro, EN Borges, HS Santos, G Lucca, ...
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020
42020
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