Giancarlo Lucca

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 70

Top Topics

Choquet Integral

Aggregation Functions

Group Decision Making

Classification Systems

Top Venues

IEEE Trans. Fuzzy Syst.

Publications

Vagner A. Seibert, Rafael Rodrigues Bastos, Giovani P. Maia, Giancarlo Lucca, Hélida S. Santos, Adenauer C. Yamin, Renata H. S. Reiser
Toward Air Quality Fuzzy Classification. ICEIS (1) (2024)
Jeferson Lopes, Giancarlo Lucca, Rafael Huszcza, Amanda Mendes, Eduardo N. Borges, Pablo D. B. Guilherme, Leandro A. Pereira
Integrated Data Repository System: Fusion, Learning and Sharing. ICEIS (1) (2024)
Fabian Corrêa Cardoso, Rafael Alceste Berri, Eduardo Nunes Borges, Bruno Lopes Dalmazo, Giancarlo Lucca, Viviane Leite Dias de Mattos
Echo state network and classical statistical techniques for time series forecasting: A review. Knowl. Based Syst. 293 (2024)
Graçaliz Pereira Dimuro, Hélida Salles Santos, Asier Urio-Larrea, Tiago da Cruz Asmus, Giancarlo Lucca, Heloisa Camargo, Maria Eugênia Parodi, Humberto Bustince
Grouping Indices: Definition, Properties and Construction Methods. FUZZ (2024)
Rafael Rodrigues Bastos, Vagner A. Seibert, Giovani P. Maia, Bruno M. P. Moura, Giancarlo Lucca, Adenauer C. Yamin, Renata H. S. Reiser
Exploratory Data Analysis in Cloud Computing Environments for Server Consolidation via Fuzzy Classification Models. ICEIS (1) (2024)
Renato Dilli, Renata Reiser, Adenauer C. Yamin, Hélida Salles Santos, Giancarlo Lucca
Uncertainty Handling with Type-2 Interval-Valued Fuzzy Logic in IoT Resource Classification. AINA (2) (2023)
Miquéias Amorim Santos Silva, Graçaliz Pereira Dimuro, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart
Fuzzy Logic Based Edge Detection Methods: A Systematic Literature Review. ICEIS (1) (2023)
Alice Tissot Garcia Pintanel, Graçaliz Pereira Dimuro, Eduardo Nunes Borges, Giancarlo Lucca, Camila Rose Guadalupe Barcelos
Fuzzy Logic for Diabetes Predictions: A Literature Review. ICEIS (1) (2023)
Jair O. González, Rafael A. Berri, Giancarlo Lucca, Bruno Lopes Dalmazo, Eduardo N. Borges
Analyzing the Influence of Market Event Correction for Forecasting Stock Prices Using Recurrent Neural Networks. IDEAL (2023)
Joelson Sartori, Rodrigo de Bem, Graçaliz Pereira Dimuro, Giancarlo Lucca
The Role of Aggregation Functions on Transformers and ViTs Self-Attention for Classification. SIBGRAPI (2023)
Giancarlo Lucca, Cédric Marco-Detchart, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián
Recent Applications of Pre-aggregation Functions. IDEAL (2023)
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
. FUZZ (2023)
Joelson Sartori, Giancarlo Lucca, Tiago da Cruz Asmus, Hélida S. Santos, Eduardo N. Borges, Benjamín R. C. Bedregal, Humberto Bustince, Graçaliz Pereira Dimuro
d-CC Integrals: Generalizing CC-Integrals by Restricted Dissimilarity Functions with Applications to Fuzzy-Rule Based Systems. BRACIS (1) (2023)
Junior Zilles, Eduardo N. Borges, Giancarlo Lucca, Cédric Marco-Detchart, Rafael A. Berri, Graçaliz Pereira Dimuro
Comparing Ranking Learning Algorithms for Information Retrieval Systems. IDEAL (2023)
Vítor M. Magalhães, Giancarlo Lucca, Alessandro de Lima Bicho, Eduardo N. Borges
Predicting Moisture Content on Wood Using Machine Learning Classification Methods. ICEIS (1) (2023)
Cédric Marco-Detchart, Giancarlo Lucca, Graçaliz Pereira Dimuro, Jaime Andres Rincon, Vicente Julián
Adaptative Fuzzy Measure for Edge Detection. IDEAL (2023)
Miqueias Amorim, Graçaliz Pereira Dimuro, Eduardo N. Borges, Bruno Lopes Dalmazo, Cédric Marco-Detchart, Giancarlo Lucca, Humberto Bustince
Systematic Review of Aggregation Functions Applied to Image Edge Detection. Axioms 12 (4) (2023)
Anderson Braga de Avila, Hélida Salles Santos, Anderson Paiva Cruz, Samuel Xavier de Souza, Giancarlo Lucca, Bruno Moura, Adenauer C. Yamin, Renata Reiser
HybriD-GM: A Framework for Quantum Computing Simulation Targeted to Hybrid Parallel Architectures. Entropy 25 (3) (2023)
Jonata C. Wieczynski, Giancarlo Lucca, Graçaliz Pereira Dimuro, Eduardo N. Borges, José Antonio Sanz, Tiago da Cruz Asmus, Javier Fernández, Humberto Bustince
$dC_{F}$-Integrals: Generalizing C$_{F}$-Integrals by Means of Restricted Dissimilarity Functions. IEEE Trans. Fuzzy Syst. 31 (1) (2023)
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
Fuzzy Integrals for Edge Detection. EUSFLAT/AGOP (2023)
Eduardo M. Gonçalves, Eduardo N. Borges, Bruno Lopes Dalmazo, Rafael A. Berri, Giancarlo Lucca, Vinicius M. De Oliveira
A Computational Model for Predicting Cryptocurrencies Using Exogenous Variables. ICEIS (1) (2023)
Vítor M. Magalhães, Giancarlo Lucca, Alessandro de Lima Bicho, Eduardo N. Borges
On the Methods to Predict Moisture Content on Wood: A Literature Review. ICEIS (1) (2022)
Rafael A. Berri, Diego Renan Bruno, Eduardo N. Borges, Giancarlo Lucca, Fernando Santos Osório
ADAS Classifier for Driver Monitoring and Driving Qualification using Both Internal and External Vehicle Data. VISIGRAPP (4: VISAPP) (2022)
Nathan Formentin Garcia, Rômulo A. Strzoda, Giancarlo Lucca, Eduardo N. Borges
A Performance Analysis of Classifiers on Imbalanced Data. ICEIS (1) (2022)
Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Leonardo Emmendorfer, Mikel Ferrero-Jaurrieta, Graçaliz Pereira Dimuro, Humberto Bustince
Applying d-XChoquet integrals in classification problems. FUZZ-IEEE (2022)
Eric Gondran, Giancarlo Lucca, Rafael Berri, Hélida S. Santos, Eduardo N. Borges
Analyzing the Determinant Characteristics for a Good Performance at ENADE Brazilian Exam Stratified by Teaching Modality: Face-to-face versus Online. ICEIS (1) (2022)
Fabian Corrêa Cardoso, Juan Andrey Valverde Malska, Paulo Junior Ramiro, Giancarlo Lucca, Eduardo Nunes Borges, Viviane Leite Dias de Mattos, Rafael Alceste Berri
BovDB: a data set of stock prices of all companies in B3 from 1995 to 2020. J. Inf. Data Manag. 13 (1) (2022)
Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, Jocivania Pinheiro, Hélida Salles Santos, Eduardo N. Borges, Giancarlo Lucca, Iosu Rodríguez-Martínez, Radko Mesiar, Humberto Bustince
On Construction Methods of (Interval-Valued) General Grouping Functions. IPMU (1) (2022)
Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Graçaliz Pereira Dimuro
Application of the Sugeno Integral in Fuzzy Rule-Based Classification. BRACIS (1) (2022)
Junior Zilles, Giancarlo Lucca, Eduardo Nunes Borges
A Literature Review on Methods for Learning to Rank. ICEIS (1) (2022)
Jonata C. Wieczynski, Javier Fumanal-Idocin, Giancarlo Lucca, Eduardo Nunes Borges, Tiago da Cruz Asmus, Leonardo Ramos Emmendorfer, Humberto Bustince, Graçaliz Pereira Dimuro
d-XC Integrals: On the Generalization of the Expanded Form of the Choquet Integral by Restricted Dissimilarity Functions and Their Applications. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Graçaliz Pereira Dimuro, Rodolfo Lourenzutti, Humberto Bustince
CC-separation Measure Applied in Business Group Decision Making. ICEIS (1) (2021)
Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges, Graçaliz Pereira Dimuro, Rodolfo Lourenzutti, Humberto Bustince
Application and Comparison of CC-Integrals in Business Group Decision Making. ICEIS (Revised Selected Papers) (2021)
Gabriel Madeira, Eduardo N. Borges, Giancarlo Lucca, Washington de Carvalho Segundo, Jonata C. Wieczynski, Hélida S. Santos, Graçaliz Pereira Dimuro
Using Academic Genealogy for Recommending Supervisors. ICEIS (1) (2021)
Lucas T. Bonifácio, Giancarlo Lucca, Graçaliz Pereira Dimuro, Eduardo N. Borges, Leonardo R. Emmendorfer, Stefan Cruz Weigert
Explainable Classification Methods for Fish Species Detection Using Hydroacoustic Data. FUZZ-IEEE (2021)
Cédric Marco-Detchart, Giancarlo Lucca, Carlos Lopez-Molina, Laura De Miguel, Graçaliz Pereira Dimuro, Humberto Bustince
Neuro-inspired edge feature fusion using Choquet integrals. CoRR (2021)
Cédric Marco-Detchart, Giancarlo Lucca, Carlos Lopez-Molina, Laura De Miguel, Graçaliz Pereira Dimuro, Humberto Bustince
Neuro-inspired edge feature fusion using Choquet integrals. Inf. Sci. 581 (2021)
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
Highlights. WILF (2021)
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, José Antonio Sanz Delgado, Jonata C. Wieczynski, Giancarlo Lucca, Humberto Bustince
General admissibly ordered interval-valued overlap functions. WILF (2021)
Nathan Formentin Garcia, Frederico B. Tiggemann, Eduardo N. Borges, Giancarlo Lucca, Hélida S. Santos, Graçaliz Pereira Dimuro
Exploring the Relationships between Data Complexity and Classification Diversity in Ensembles. ICEIS (1) (2021)
Giancarlo Lucca, Eduardo N. Borges, Rafael A. Berri, Leonardo Emmendorfer, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus
On the Generalizations of the Choquet Integral for Application in FRBCs. BRACIS (1) (2021)
Junior Zilles, Jonata C. Wieczynski, Giancarlo Lucca, Eduardo N. Borges
A Comparison between Textual Similarity Functions Applied to a Query Library for Inspectors of Extractive Industries. ICEIS (1) (2021)
Graçaliz Pereira Dimuro, Giancarlo Lucca, Benjamín R. C. Bedregal, Radko Mesiar, José Antonio Sanz, Chin-Teng Lin, Humberto Bustince
Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions. Fuzzy Sets Syst. 378 (2020)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince
C-integrals for application in fuzzy rule-based classification systems. Nat. Comput. 19 (3) (2020)
Frederico B. Tiggemann, Bryan Stefan Galani Pernambuco, Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, José Antonio Sanz, Humberto Bustince
An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems. BRACIS (2) (2020)
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
General Grouping Functions. IPMU (2) (2020)
Jonata C. Wieczynski, Graçaliz Pereira Dimuro, Eduardo N. Borges, Hélida S. Santos, Giancarlo Lucca, Rodolfo Lourenzutti, Humberto Bustince
Generalizing the GMC-RTOPSIS Method using CT-integral Pre-aggregation Functions. FUZZ-IEEE (2020)
Graçaliz Pereira Dimuro, Javier Fernández, Benjamín R. C. Bedregal, Radko Mesiar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince
The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions. Inf. Fusion 57 (2020)
Giancarlo Lucca, Eduardo N. Borges, Hélida Salles Santos, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus, José Antonio Sanz, Humberto Bustince
A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral. BRACIS (2) (2020)
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
Simulating the Behaviour of Choquet-Like (pre) Aggregation Functions for Image Resizing in the Pooling Layer of Deep Learning Networks. IFSA/NAFIPS (2019)
Gabriel Madeira, Eduardo N. Borges, Giancarlo Lucca, Hélida Salles Santos, Graçaliz Pereira Dimuro
A Tool for Analyzing Academic Genealogy. ICEIS (Revised Selected Papers) (2019)
Gabriel Madeira, Eduardo N. Borges, Matheus Barañano, Prícilla Karen Nascimento, Giancarlo Lucca, Maria de Fatima Maia, Hélida Salles Santos, Graçaliz Pereira Dimuro
The Gold Tree: An Information System for Analyzing Academic Genealogy. ICEIS (1) (2019)
Jéssica Camila Saldivia Bueno, Camila Alves Dias, Graçaliz Pereira Dimuro, Hélida S. Santos, Eduardo Nunes Borges, Giancarlo Lucca, Humberto Bustince
Aggregation functions based on the Choquet integral applied to image resizing. EUSFLAT Conf. (2019)
Giancarlo Lucca, Graçaliz Pereira Dimuro, Javier Fernández, Humberto Bustince, Benjamín R. C. Bedregal, José Antonio Sanz
-Integrals. IEEE Trans. Fuzzy Syst. 27 (1) (2019)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Eduardo Nunes Borges, Hélida Salles Santos, Humberto Bustince
Analyzing the performance of different fuzzy measures with generalizations of the Choquet integral in classification problems. FUZZ-IEEE (2019)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince, Radko Mesiar
-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems. Inf. Sci. 435 (2018)
Graçaliz Pereira Dimuro, Radko Mesiar, Humberto Bustince, Benjamín R. C. Bedregal, José Antonio Sanz, Giancarlo Lucca
Penalty-Based Functions Defined by Pre-aggregation Functions. IPMU (2) (2018)
Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Graçaliz Pereira Dimuro, Véronique M. Gomes, Rui Claudio Constantino Madureira, Pedro Melo-Pinto
Applying aggregation and pre-aggregation functions in the classification of grape berries. FUZZ-IEEE (2018)
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
Using the Choquet Integral in the Pooling Layer in Deep Learning Networks. NAFIPS (2018)
Graçaliz Pereira Dimuro, Humberto Bustince, Javier Fernández, José Antonio Sanz, Giancarlo Lucca, Benjamín R. C. Bedregal
On the definition of the concept of pre-t-conorms. FUZZ-IEEE (2017)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Humberto Bustince
Analyzing the Behavior of Aggregation and Pre-aggregation Functions in Fuzzy Rule-Based Classification Systems with Data Complexity Measures. EUSFLAT/IWIFSGN (2) (2017)
Mikel Elkano, Mikel Galar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince
IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems. IFSA-SCIS (2017)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Maria José Asiain, Mikel Elkano, Humberto Bustince
CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems. Knowl. Based Syst. 119 (2017)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Javier Fernández, Humberto Bustince
Analyzing the behavior of a CC-integral in a Fuzzy Rule-Based Classification System. FUZZ-IEEE (2017)
Graçaliz Pereira Dimuro, Giancarlo Lucca, José Antonio Sanz, Humberto Bustince, Benjamín R. C. Bedregal
CMin-Integral: A Choquet-Like Aggregation Function Based on the Minimum t-Norm for Applications to Fuzzy Rule-Based Classification Systems. AGOP (2017)
Humberto Bustince, José Antonio Sanz, Giancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Gustavo Ochoa
Pre-aggregation functions: Definition, properties and construction methods. FUZZ-IEEE (2016)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince
Preaggregation Functions: Construction and an Application. IEEE Trans. Fuzzy Syst. 24 (2) (2016)
Giancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Humberto Bustince
A Proposal for Tuning the Alpha Parameter in a Copula Function Applied in Fuzzy Rule-Based Classification Systems. BRACIS (2016)
Giancarlo Lucca, Graçaliz Pereira Dimuro, Viviane Mattos, Benjamín R. C. Bedregal, Humberto Bustince, José Antonio Sanz
A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems. FUZZ-IEEE (2015)
Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince
The Notion of Pre-aggregation Function. MDAI (2015)
Carlos Alberto B. C. W. Madsen, Giancarlo Lucca, Guilherme B. Daniel, Diana Francisca Adamatti
FURG Smart Games: A Proposal for an Environment to Game Development with Software Reuse and Artificial Intelligence. NDT (1) (2012)