Giancarlo Lucca

According to our database, Giancarlo Lucca authored at least 64 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Systematic Review of Aggregation Functions Applied to Image Edge Detection.

Miquéias Amorim Santos Silva, Graçaliz Pereira Dimuro, Eduardo N. Borges, Bruno Lopes Dalmazo, Cédric Marco-Detchart, Giancarlo Lucca, Humberto Bustince

Axioms, April, 2023

HybriD-GM: A Framework for Quantum Computing Simulation Targeted to Hybrid Parallel Architectures.

Anderson Braga de Avila, Hélida Salles Santos, Anderson Paiva Cruz, Samuel Xavier de Souza, Giancarlo Lucca, Bruno Moura, Adenauer C. Yamin, Renata Reiser

Entropy, March, 2023

$dC_{F}$-Integrals: Generalizing C$_{F}$-Integrals by Means of Restricted Dissimilarity Functions.

Jonata C. Wieczynski, Giancarlo Lucca, Graçaliz Pereira Dimuro, Eduardo N. Borges, José Antonio Sanz, Tiago da Cruz Asmus, Javier Fernández, Humberto Bustince

IEEE Trans. Fuzzy Syst., 2023

Comparing Ranking Learning Algorithms for Information Retrieval Systems.

Junior Zilles, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart, Rafael A. Berri, Graçaliz Pereira Dimuro

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Adaptative Fuzzy Measure for Edge Detection.

Cédric Marco-Detchart, Giancarlo Lucca, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Recent Applications of Pre-aggregation Functions.

Giancarlo Lucca, Cédric Marco-Detchart, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural Networks.

Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Fuzzy Logic Based Edge Detection Methods: A Systematic Literature Review.

Miquéias Amorim Santos Silva, Graçaliz Pereira Dimuro, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Fuzzy Logic for Diabetes Predictions: A Literature Review.

Alice Tissot Garcia Pintanel, Graçaliz Pereira Dimuro, Eduardo Nunes Borges, Giancarlo Lucca, Camila Rose Guadalupe Barcelos

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Predicting Moisture Content on Wood Using Machine Learning Classification Methods.

Vítor M. Magalhães, Giancarlo Lucca, Alessandro de Lima Bicho, Eduardo N. Borges

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

A Computational Model for Predicting Cryptocurrencies Using Exogenous Variables.

Eduardo M. Gonçalves, Eduardo N. Borges, Bruno Lopes Dalmazo, Rafael A. Berri, Giancarlo Lucca, Vinicius M. De Oliveira

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Additively Generated (a,b)-Implication Functions^*.

Hélida S. Santos, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Rui Paiva, Tiago da Cruz Asmus, Giancarlo Lucca, Bruno Moura, Anderson Paiva Cruz, Humberto Bustince

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Fuzzy Integrals for Edge Detection.

Cédric Marco-Detchart, Giancarlo Lucca, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, Carlos Lopez-Molina, Eduardo N. Borges, Jaime Andres Rincon, Vicente Julián, Humberto Bustince

Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

d-CC Integrals: Generalizing CC-Integrals by Restricted Dissimilarity Functions with Applications to Fuzzy-Rule Based Systems.

Joelson Sartori, Giancarlo Lucca, Tiago da Cruz Asmus, Hélida S. Santos, Eduardo N. Borges, Benjamín R. C. Bedregal, Humberto Bustince, Graçaliz Pereira Dimuro

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

Uncertainty Handling with Type-2 Interval-Valued Fuzzy Logic in IoT Resource Classification.

Renato Dilli, Renata Reiser, Adenauer C. Yamin, Hélida Salles Santos, Giancarlo Lucca

Proceedings of the Advanced Information Networking and Applications, 2023

2022

d-XC Integrals: On the Generalization of the Expanded Form of the Choquet Integral by Restricted Dissimilarity Functions and Their Applications.

Jonata C. Wieczynski, Javier Fumanal-Idocin, Giancarlo Lucca, Eduardo Nunes Borges, Tiago da Cruz Asmus, Leonardo Ramos Emmendorfer, Humberto Bustince, Graçaliz Pereira Dimuro

IEEE Trans. Fuzzy Syst., 2022

BovDB: a data set of stock prices of all companies in B3 from 1995 to 2020.

Fabian Corrêa Cardoso, Juan Andrey Valverde Malska, Paulo Junior Ramiro, Giancarlo Lucca, Eduardo Nunes Borges, Viviane Leite Dias de Mattos, Rafael Alceste Berri

J. Inf. Data Manag., 2022

ADAS Classifier for Driver Monitoring and Driving Qualification using Both Internal and External Vehicle Data.

Rafael A. Berri, Diego Renan Bruno, Eduardo N. Borges, Giancarlo Lucca, Fernando Santos Osório

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

On Construction Methods of (Interval-Valued) General Grouping Functions.

Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, Jocivania Pinheiro, Hélida Salles Santos, Eduardo N. Borges, Giancarlo Lucca, Iosu Rodríguez-Martínez, Radko Mesiar, Humberto Bustince

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

A Literature Review on Methods for Learning to Rank.

Junior Zilles, Giancarlo Lucca, Eduardo Nunes Borges

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

On the Methods to Predict Moisture Content on Wood: A Literature Review.

Vítor M. Magalhães, Giancarlo Lucca, Alessandro de Lima Bicho, Eduardo N. Borges

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

Analyzing the Determinant Characteristics for a Good Performance at ENADE Brazilian Exam Stratified by Teaching Modality: Face-to-face versus Online.

Eric Gondran, Giancarlo Lucca, Rafael A. Berri, Hélida S. Santos, Eduardo N. Borges

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

A Performance Analysis of Classifiers on Imbalanced Data.

Nathan Formentin Garcia, Rômulo A. Strzoda, Giancarlo Lucca, Eduardo N. Borges

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

Applying d-XChoquet integrals in classification problems.

Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Leonardo Emmendorfer, Mikel Ferrero-Jaurrieta, Graçaliz Pereira Dimuro, Humberto Bustince

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Application of the Sugeno Integral in Fuzzy Rule-Based Classification.

Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Graçaliz Pereira Dimuro

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Neuro-inspired edge feature fusion using Choquet integrals.

Cédric Marco-Detchart, Giancarlo Lucca, Carlos Lopez-Molina, Laura De Miguel, Graçaliz Pereira Dimuro, Humberto Bustince

Inf. Sci., 2021

General admissibly ordered interval-valued overlap functions.

Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, José Antonio Sanz Delgado, Jonata C. Wieczynski, Giancarlo Lucca, Humberto Bustince

Proceedings of WILF 2021, 2021

Highlights.

Giovanni Acampora, Tiago da Cruz Asmus, Benjamín R. C. Bedregal, Humberto Bustince, Graçaliz Pereira Dimuro, Javier Fernández, Chin-Teng Lin, Giancarlo Lucca, Corrado Mencar, Radko Mesiar, José Antonio Sanz Delgado, Autilia Vitiello

Proceedings of WILF 2021, 2021

A Comparison between Textual Similarity Functions Applied to a Query Library for Inspectors of Extractive Industries.

Junior Zilles, Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Application and Comparison of CC-Integrals in Business Group Decision Making.

Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Graçaliz Pereira Dimuro, Rodolfo Lourenzutti, Humberto Bustince

Proceedings of the Enterprise Information Systems - 23rd International Conference, 2021

CC-separation Measure Applied in Business Group Decision Making.

Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Graçaliz Pereira Dimuro, Rodolfo Lourenzutti, Humberto Bustince

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Using Academic Genealogy for Recommending Supervisors.

Gabriel Madeira, Eduardo N. Borges, Giancarlo Lucca, Washington de Carvalho Segundo, Jonata C. Wieczynski, Hélida S. Santos, Graçaliz Pereira Dimuro

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Exploring the Relationships between Data Complexity and Classification Diversity in Ensembles.

Nathan Formentin Garcia, Frederico B. Tiggemann, Eduardo N. Borges, Giancarlo Lucca, Hélida S. Santos, Graçaliz Pereira Dimuro

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Explainable Classification Methods for Fish Species Detection Using Hydroacoustic Data.

Lucas T. Bonifácio, Giancarlo Lucca, Graçaliz Pereira Dimuro, Eduardo N. Borges, Leonardo R. Emmendorfer, Stefan Cruz Weigert

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

On the Generalizations of the Choquet Integral for Application in FRBCs.

Giancarlo Lucca, Eduardo N. Borges, Rafael A. Berri, Leonardo Emmendorfer, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

A proposal for tuning the α parameter in C_αC-integrals for application in fuzzy rule-based classification systems.

Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince

Nat. Comput., 2020

The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions.

Graçaliz Pereira Dimuro, Javier Fernández, Benjamín R. C. Bedregal, Radko Mesiar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince

Inf. Fusion, 2020

Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions.

Graçaliz Pereira Dimuro, Giancarlo Lucca, Benjamín R. C. Bedregal, Radko Mesiar, José Antonio Sanz, Chin-Teng Lin, Humberto Bustince

Fuzzy Sets Syst., 2020

General Grouping Functions.

Hélida S. Santos, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, Giancarlo Lucca, Eduardo N. Borges, Benjamín R. C. Bedregal, José Antonio Sanz, Javier Fernández, Humberto Bustince

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Generalizing the GMC-RTOPSIS Method using CT-integral Pre-aggregation Functions.

Jonata C. Wieczynski, Graçaliz Pereira Dimuro, Eduardo N. Borges, Hélida S. Santos, Giancarlo Lucca, Rodolfo Lourenzutti, Humberto Bustince

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems.

Frederico B. Tiggemann, Bryan Stefan Galani Pernambuco, Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, José Antonio Sanz, Humberto Bustince

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral.

Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, José Antonio Sanz, Humberto Bustince

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named C_F₁F₂-Integrals.

Giancarlo Lucca, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince, Benjamín R. C. Bedregal, José Antonio Sanz

IEEE Trans. Fuzzy Syst., 2019

Simulating the Behaviour of Choquet-Like (pre) Aggregation Functions for Image Resizing in the Pooling Layer of Deep Learning Networks.

Camila Alves Dias, Jéssica C. S. Bueno, Eduardo N. Borges, Giancarlo Lucca, Hélida Salles Santos, Graçaliz Pereira Dimuro, Humberto Bustince, Paulo Drews Jr., Silvia Botelho, Eduardo Silva Palmeira

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

A Tool for Analyzing Academic Genealogy.

Gabriel Madeira, Eduardo N. Borges, Giancarlo Lucca, Hélida Salles Santos, Graçaliz Pereira Dimuro

Proceedings of the Enterprise Information Systems - 21st International Conference, 2019

The Gold Tree: An Information System for Analyzing Academic Genealogy.

Gabriel Madeira, Eduardo N. Borges, Matheus Barañano, Prícilla Karen Nascimento, Giancarlo Lucca, Maria de Fatima Maia, Hélida Salles Santos, Graçaliz Pereira Dimuro

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

Analyzing the performance of different fuzzy measures with generalizations of the Choquet integral in classification problems.

Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Eduardo Nunes Borges, Hélida Salles Santos, Humberto Bustince

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Aggregation functions based on the Choquet integral applied to image resizing.

Jéssica Camila Saldivia Bueno, Camila Alves Dias, Graçaliz Pereira Dimuro, Hélida S. Santos, Eduardo Nunes Borges, Giancarlo Lucca, Humberto Bustince

Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

2018

<i>C_F</i>-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems.

Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince, Radko Mesiar

Inf. Sci., 2018

Using the Choquet Integral in the Pooling Layer in Deep Learning Networks.

Camila Alves Dias, Jéssica C. S. Bueno, Eduardo N. Borges, Silvia S. C. Botelho, Graçaliz Pereira Dimuro, Giancarlo Lucca, Javier Fernández, Humberto Bustince, Paulo Lilles Jorge Drews Junior

Proceedings of the Fuzzy Information Processing, 2018

Penalty-Based Functions Defined by Pre-aggregation Functions.

Graçaliz Pereira Dimuro, Radko Mesiar, Humberto Bustince, Benjamín R. C. Bedregal, José Antonio Sanz, Giancarlo Lucca

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Applying aggregation and pre-aggregation functions in the classification of grape berries.

Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Graçaliz Pereira Dimuro, Véronique M. Gomes, Rui Claudio Constantino Madureira, Pedro Melo-Pinto

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems.

Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Maria José Asiain, Mikel Elkano, Humberto Bustince

Knowl. Based Syst., 2017

IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems.

Mikel Elkano, Mikel Galar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Analyzing the behavior of a CC-integral in a Fuzzy Rule-Based Classification System.

Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Javier Fernández, Humberto Bustince

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

On the definition of the concept of pre-t-conorms.

Graçaliz Pereira Dimuro, Humberto Bustince, Javier Fernández, José Antonio Sanz, Giancarlo Lucca, Benjamín R. C. Bedregal

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Analyzing the Behavior of Aggregation and Pre-aggregation Functions in Fuzzy Rule-Based Classification Systems with Data Complexity Measures.

Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince

Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT- 2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

CMin-Integral: A Choquet-Like Aggregation Function Based on the Minimum t-Norm for Applications to Fuzzy Rule-Based Classification Systems.

Graçaliz Pereira Dimuro, Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Benjamín R. C. Bedregal

Proceedings of the Aggregation Functions in Theory and in Practice, 2017

2016

Preaggregation Functions: Construction and an Application.

Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince

IEEE Trans. Fuzzy Syst., 2016

Pre-aggregation functions: Definition, properties and construction methods.

Humberto Bustince, José Antonio Sanz, Giancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Gustavo Ochoa

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A Proposal for Tuning the Alpha Parameter in a Copula Function Applied in Fuzzy Rule-Based Classification Systems.

Giancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Humberto Bustince

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015

The Notion of Pre-aggregation Function.

Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince

Proceedings of the Modeling Decisions for Artificial Intelligence, 2015

A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems.

Giancarlo Lucca, Graçaliz Pereira Dimuro, Viviane Mattos, Benjamín R. C. Bedregal, Humberto Bustince, José Antonio Sanz

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2012

FURG Smart Games: A Proposal for an Environment to Game Development with Software Reuse and Artificial Intelligence.

Carlos Alberto B. C. W. Madsen, Giancarlo Lucca, Guilherme B. Daniel, Diana Francisca Adamatti

Proceedings of the Networked Digital Technologies - 4th International Conference, 2012