Giancarlo Lucca

Orcid: 0000-0002-3776-0260

According to our database1, Giancarlo Lucca authored at least 77 papers between 2012 and 2024.

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Bibliography

2024
Echo state network and classical statistical techniques for time series forecasting: A review.
Knowl. Based Syst., 2024

Application of the Sugeno integral in Fuzzy Rule-Based Classification.
Appl. Soft Comput., 2024

A New Dataset for Analyzing Battery Failures in Wheelchairs.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

Advances in Home Care and Real-Time Vital Signs Monitoring.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

Exploring Data Symbion EI Deep Learning and Model Sharing Modules.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

LeakG3PD: A Python Generator and Simulated Water Distribution System Dataset.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

Comparing MAE and RMSE as Fitness of Genetic Algorithm for Optimizing Echo State Network Hyperparameters with Different Probabilistic Distributions.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

Toward Air Quality Fuzzy Classification.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

Integrated Data Repository System: Fusion, Learning and Sharing.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

Exploratory Data Analysis in Cloud Computing Environments for Server Consolidation via Fuzzy Classification Models.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

Grouping Indices: Definition, Properties and Construction Methods.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

A Novel Quantum Fuzzy Approach to Interpret Dilemmas of Game Theory.
Proceedings of the L Latin American Computer Conference, 2024

2023
Systematic Review of Aggregation Functions Applied to Image Edge Detection.
Axioms, April, 2023

HybriD-GM: A Framework for Quantum Computing Simulation Targeted to Hybrid Parallel Architectures.
Entropy, March, 2023

$dC_{F}$-Integrals: Generalizing C$_{F}$-Integrals by Means of Restricted Dissimilarity Functions.
IEEE Trans. Fuzzy Syst., 2023

The Role of Aggregation Functions on Transformers and ViTs Self-Attention for Classification.
Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Comparing Ranking Learning Algorithms for Information Retrieval Systems.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Adaptative Fuzzy Measure for Edge Detection.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Recent Applications of Pre-aggregation Functions.
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.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Fuzzy Logic Based Edge Detection Methods: A Systematic Literature Review.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Fuzzy Logic for Diabetes Predictions: A Literature Review.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Predicting Moisture Content on Wood Using Machine Learning Classification Methods.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

A Computational Model for Predicting Cryptocurrencies Using Exogenous Variables.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Additively Generated (a,b)-Implication Functions<sup>*</sup>.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Fuzzy Integrals for Edge Detection.
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.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

Uncertainty Handling with Type-2 Interval-Valued Fuzzy Logic in IoT Resource Classification.
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.
IEEE Trans. Fuzzy Syst., 2022

BovDB: a data set of stock prices of all companies in B3 from 1995 to 2020.
J. Inf. Data Manag., 2022

ADAS Classifier for Driver Monitoring and Driving Qualification using Both Internal and External Vehicle Data.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

On Construction Methods of (Interval-Valued) General Grouping Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

A Literature Review on Methods for Learning to Rank.
Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

On the Methods to Predict Moisture Content on Wood: A Literature Review.
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.
Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

A Performance Analysis of Classifiers on Imbalanced Data.
Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

Applying d-XChoquet integrals in classification problems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Application of the Sugeno Integral in Fuzzy Rule-Based Classification.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021
Neuro-inspired edge feature fusion using Choquet integrals.
Inf. Sci., 2021

General admissibly ordered interval-valued overlap functions.
Proceedings of WILF 2021, 2021


A Comparison between Textual Similarity Functions Applied to a Query Library for Inspectors of Extractive Industries.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Application and Comparison of CC-Integrals in Business Group Decision Making.
Proceedings of the Enterprise Information Systems - 23rd International Conference, 2021

CC-separation Measure Applied in Business Group Decision Making.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Using Academic Genealogy for Recommending Supervisors.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Exploring the Relationships between Data Complexity and Classification Diversity in Ensembles.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Explainable Classification Methods for Fish Species Detection Using Hydroacoustic Data.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

On the Generalizations of the Choquet Integral for Application in FRBCs.
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020
A proposal for tuning the α parameter in C<sub>α </sub>C-integrals for application in fuzzy rule-based classification systems.
Nat. Comput., 2020

The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions.
Inf. Fusion, 2020

Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions.
Fuzzy Sets Syst., 2020

General Grouping Functions.
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.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral.
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<sub>F<sub>1</sub>F<sub>2</sub></sub>-Integrals.
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.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

A Tool for Analyzing Academic Genealogy.
Proceedings of the Enterprise Information Systems - 21st International Conference, 2019

The Gold Tree: An Information System for Analyzing Academic Genealogy.
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.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Aggregation functions based on the Choquet integral applied to image resizing.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

2018
<i>C<sub>F</sub></i>-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems.
Inf. Sci., 2018

Using the Choquet Integral in the Pooling Layer in Deep Learning Networks.
Proceedings of the Fuzzy Information Processing, 2018

Penalty-Based Functions Defined by Pre-aggregation Functions.
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.
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.
Knowl. Based Syst., 2017

IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems.
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.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

On the definition of the concept of pre-t-conorms.
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.
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.
Proceedings of the Aggregation Functions in Theory and in Practice, 2017

2016
Preaggregation Functions: Construction and an Application.
IEEE Trans. Fuzzy Syst., 2016

Pre-aggregation functions: Definition, properties and construction methods.
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.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015
The Notion of Pre-aggregation Function.
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.
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.
Proceedings of the Networked Digital Technologies - 4th International Conference, 2012


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