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
Appl. Soft Comput., 2024
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024
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
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024
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
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
Proceedings of the L Latin American Computer Conference, 2024
2023
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
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023
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
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
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
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
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022
Proceedings of the 24th International Conference on Enterprise Information Systems, 2022
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
Proceedings of the 24th International Conference on Enterprise Information Systems, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
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
Proceedings of the Enterprise Information Systems - 23rd International Conference, 2021
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021
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
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
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
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
Proceedings of the Enterprise Information Systems - 21st International Conference, 2019
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
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
Proceedings of the Fuzzy Information Processing, 2018
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
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
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
IEEE Trans. Fuzzy Syst., 2016
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
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