Giancarlo Lucca
Giancarlo Lucca
Postdoctoral Researcher - Universidade Federal do Rio Grande
Geverifieerd e-mailadres voor e.unavarra.es - Homepage
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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
1132015
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
752017
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
562018
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
402015
Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named -Integrals
G Lucca, GP Dimuro, J Fernandez, H Bustince, B Bedregal, JA Sanz
IEEE Transactions on Fuzzy Systems 27 (1), 124-134, 2018
252018
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
142020
A proposal for tuning the α parameter in C α C -integrals for application in fuzzy rule-based …
G Lucca, JA Sanz, GP Dimuro, B Bedregal, H Bustince
Natural Computing, 1-14, 2018
142018
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
122018
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
122017
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
112020
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
102016
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
102016
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
92016
Association between UCP1, UCP2, and UCP3 gene polymorphisms with markers of adiposity in European adolescents: The HELENA study
JM Pascual‐Gamarra, D Salazar‐Tortosa, B Martinez‐Tellez, I Labayen, ...
Pediatric obesity 14 (6), e12504, 2019
52019
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
52018
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
52017
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
42019
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
42017
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
42015
Uma implementação do algoritmo Naïve Bayes para classificação de texto
G Lucca, IA Pereira, A Prisco, EN Borges
CENTRO DE CIÊNCIAS COMPUTACIONAIS DA UNIVERSIDADE FEDERAL DO RIO GRANDE. IX …, 2013
42013
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