Heloisa A. Camargo

47 papers B 14C 6Journal 8Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
Data Stream Clustering: Introducing Recursively Extendable Aggregation Functions for Incremental Cluster Fusion Processes.
IEEE Trans. Cybern.
Asier Urio-Larrea, Heloisa A. Camargo, Giancarlo Lucca, Tiago da Cruz Asmus, Cédric Marco-Detchart, Leonardo Schick, Carlos Lopez-Molina, Javier Andreu-Perez, Humberto Bustince, Graçaliz Pereira Dimuro
2025 — conf
Insights into the q Exponent in Power Measure with Choquet-Based Generalizations for Classification Problems.
EUSFLAT (1)
Giancarlo Lucca, Tiago da Cruz Asmus, Cédric Marco-Detchart, Hélida Salles Santos, Heloisa A. Camargo, Adenauer C. Yamin, Renata H. S. Reiser, Humberto Bustince, Alice Tissot Garcia Pintanel, Graçaliz Pereira Dimuro
2025 J jnl
On Generalized Overlap and Grouping Indices in n-Dimensional Contexts.
Int. J. Comput. Intell. Syst.
Tiago da Cruz Asmus, Graçaliz Pereira Dimuro, Giancarlo Lucca, Cédric Marco-Detchart, Hélida Salles Santos, Heloisa A. Camargo, Humberto Bustince
2025 — conf
On the application of the adaptive Power Measure in a Fuzzy Rule-Based Classification System.
FUZZ
Giancarlo Lucca, Graçaliz Pereira Dimuro, Hélida S. Santos, Tiago da Cruz Asmus, Adenauer C. Yamin, Renata H. S. Reiser, Heloisa A. Camargo, Cédric Marco-Detchart, Humberto Bustince
2024 — conf
Explainability of Machine Learning Models with XGBoost and SHAP Values in the Context of Coping with Disasters.
BRACIS (4)
Lucas Teixeira, Augusto Matos, Gabriel Carvalho, Norma Valencio, Heloisa A. Camargo
2024 — conf
Grouping Indices: Definition, Properties and Construction Methods.
FUZZ
Graçaliz Pereira Dimuro, Hélida Salles Santos, Asier Urio-Larrea, Tiago da Cruz Asmus, Giancarlo Lucca, Heloisa A. Camargo, Maria Eugênia Parodi, Humberto Bustince
2024 — conf
Towards Analysing Climate Change Temperature Patterns through Stream Clustering Methods.
EAIS
Asier Urio-Larrea, Graçaliz Pereira Dimuro, Javier Andréu Pérez, Heloisa A. Camargo, Humberto Bustince
2021 — conf
Improving Michigan-style fuzzy-rule base classification generation using a Choquet-like Copula-based aggregation function.
WILF
Edward Hinojosa Cárdenas, Edgar Sarmiento-Calisaya, Heloisa A. Camargo, José Antonio Sanz
2020 — conf
A Fuzzy Intrusion Detection System for Identifying Cyber-Attacks on IoT Networks.
LATINCOM
Andre Luis Cristiani, Douglas D. Lieira, Rodolfo I. Meneguette, Heloisa A. Camargo
2019 — conf
A Parallel Strategy for Generation of Fuzzy Rule Bases in Big Data Problems Using the NSGA-DO.
BRACIS
Maykon Rocha Santana, Heloisa A. Camargo
2019 — conf
Merging Clusters in Summary Structures for Data Stream Mining based on Fuzzy Similarity Measures.
EUSFLAT Conf.
Leonardo Schick, Priscilla de Abreu Lopes, Heloisa A. Camargo
2018 B conf
Incremental Gaussian Granular Fuzzy Modeling Applied to Hurricane Track Forecasting.
FUZZ-IEEE
Eduardo A. Soares, Heloisa A. Camargo, Suzana J. Camargo, Daniel F. Leite
2018 J jnl
Multi-objective evolutionary algorithm for tuning the Type-2 inference engine on classification task.
Soft Comput.
Edward Hinojosa Cárdenas, Heloisa A. Camargo
2017 — conf
A Multi-objective Evolutionary Algorithm for Tuning Type-2 Fuzzy Sets with Rule and Condition Selection on Fuzzy Rule-Based Classification System.
EUSFLAT/IWIFSGN (1)
Edward Hinojosa Cárdenas, Heloisa A. Camargo
2017 — conf
On Fuzzy Cluster Validity Indexes for High Dimensional Feature Space.
EUSFLAT/IWIFSGN (2)
Fernanda Eustáquio, Heloisa A. Camargo, Solange O. Rezende, Tatiane M. Nogueira
2016 B conf
Flexible document organization by mixing fuzzy and possibilistic clustering algorithms.
FUZZ-IEEE
Nilton V. Carvalho, Solange O. Rezende, Heloisa A. Camargo, Tatiane M. Nogueira
2016 J jnl
Genetic generation of fuzzy systems with rule extraction using formal concept analysis.
Inf. Sci.
Marcos E. Cintra, Heloisa A. Camargo, Maria Carolina Monard
2016 B conf
Imbalanced datasets in the generation of fuzzy classification systems - an investigation using a multiobjective evolutionary algorithm based on decomposition.
FUZZ-IEEE
Edward Hinojosa Cárdenas, Heloisa A. Camargo, Yván J. Túpac
2015 — conf
A proposal for regime change/duration classification in chaotic systems.
IFSA-EUSFLAT
Priscilla de Abreu Lopes, Ivana Yoshie Sumida, Heloisa A. Camargo, Haroldo F. de Campos Velho, Sandra A. Sandri
2015 B conf
FCA-Based Rule Generator, a framework for the genetic generation of fuzzy classification systems using formal concept analysis.
FUZZ-IEEE
Marcos E. Cintra, Maria Carolina Monard, Heloisa A. Camargo
2015 B conf
Flexible document organization: Comparing fuzzy and possibilistic approaches.
FUZZ-IEEE
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
2014 — conf
Applying a Fuzzy Decision Tree Approach to Soil Classification.
IPMU (1)
Mariana V. Ribeiro, Luiz Manoel S. Cunha, Heloisa A. Camargo, Luiz Henrique A. Rodrigues
2013 B conf
A FML-based hybrid reasoner combining fuzzy ontology and Mamdani inference.
FUZZ-IEEE
Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat
2013 — conf
A comparative analysis of pruning strategies for fuzzy decision trees.
IFSA/NAFIPS
Mariana V. Ribeiro, Heloisa A. Camargo, Marcos E. Cintra
2013 — conf
Combining Fuzzy Ontology Reasoning and Mamdani Fuzzy Inference System with HyFOM Reasoner.
ICEIS
Cristiane A. Yaguinuma, Walter C. P. Magalhães Jr., Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat
2013 J jnl
Evaluating the performance of a Bayesian Artificial Immune System for designing fuzzy rule bases.
Int. J. Hybrid Intell. Syst.
Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben
2013 — conf
HyFOM Reasoner: Hybrid Integration of Fuzzy Ontology and Mamdani Reasoning.
ICEIS (1)
Cristiane A. Yaguinuma, Walter C. P. Magalhães Jr., Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat
2013 — conf
Multi-objective iterative genetic approach for learning fuzzy classification rules with semantic-based selection of the best rule.
IFSA/NAFIPS
Edward Hinojosa Cárdenas, Heloisa A. Camargo
2012 C conf
Fuzz-Onto: A meta-ontology for representing fuzzy elements and supporting fuzzy classification rules.
ISDA
Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Maria C. Nicoletti, Tatiane M. Nogueira
2012 C conf
Fuzzy cluster descriptors improve flexible organization of documents.
ISDA
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
2012 B conf
Multiobjective genetic generation of fuzzy classifiers using the iterative rule learning.
FUZZ-IEEE
Edward Hinojosa Cárdenas, Heloisa A. Camargo
2011 C conf
Designing fuzzy rule bases with a Bayesian Artificial Immune System.
HIS
Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben
2011 C conf
Fuzzy cluster descriptor extraction for flexible organization of documents.
HIS
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
2011 C conf
The use of fuzzy decision trees for coffee rust warning in Brazilian crops.
ISDA
Marcos Evandro Cintra, Carlos Alberto Alves Meira, Maria Carolina Monard, Heloisa A. Camargo, Luiz Henrique A. Rodrigues
2010 — conf
A Meta-ontology Approach for Representing Vague Linguistic Terms and Fuzzy Rules for Classification in Ontologies.
EDOCW
Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Tatiane M. Nogueira
2010 — conf
A Model for Representing Vague Linguistic Terms and Fuzzy Rules for Classification in Ontologies.
ICEIS (2)
Cristiane A. Yaguinuma, Vinícius Ramos Toledo Ferraz, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Tatiane M. Nogueira
2010 J jnl
Data base definition and feature selection for the genetic generation of fuzzy rule bases.
Evol. Syst.
Marcos E. Cintra, Maria Carolina Monard, Heloisa A. Camargo
2010 J jnl
Fuzzy Systems for Multicriteria Decision Making.
CLEI Electron. J.
Fabio J. J. Santos, Heloisa A. Camargo
2010 B conf
Interval type-2 fuzzy classifier design using Genetic Algorithms.
FUZZ-IEEE
Adinovam Henriques de Macedo Pimenta, Heloisa A. Camargo
2010 C conf
On the use of fuzzy rules to text document classification.
HIS
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
2006 B conf
A Genetic Fuzzy System for Defining a Reactive Dispatching Rule for AGVs.
SMC
Orides Morandin Jr., Pablo Alberto Dalbem de Castro, Edilson R. R. Kato, Heloisa A. Camargo
2005 B conf
Focusing on Interpretability and Accuracy of a Genetic Fuzzy System.
FUZZ-IEEE
Pablo A. D. Castro, Heloisa A. Camargo
2004 B conf
Learning and optimization of fuzzy rule base by means of self-adaptive genetic algorithm.
FUZZ-IEEE
Pablo A. D. Castro, Heloisa A. Camargo
2000 B conf
A modular modeling approach for CNC machines control using Petri nets.
SMC
Edilson R. R. Kato, Orides Morandin Jr., Paulo R. Politano, Heloisa A. Camargo
2000 B conf
A modular modeling approach for automated manufacturing systems based on shared resources and process planning using Petri nets.
SMC
Orides Morandin Jr., Edilson R. R. Kato, Paulo R. Politano, Heloisa A. Camargo, Arthur J. V. Porto, Ricardo Y. Inamasu
2000 B conf
A reactive programming procedure for flexible manufacturing system.
SMC
Paulo R. Politano, Heloisa A. Camargo, Edilson R. R. Kato, Orides Morandin Jr.
1999 J jnl
Hierarchical fuzzy Petri nets and α-level sets inference.
Int. J. Intell. Syst.
Heloisa A. Camargo, Fernando A. C. Gomide