Heloisa A. Camargo

Publication Activity (10 Years)

Years Active: 1999-2021
Publications (10 Years): 11

Top Topics

Evolutionary Algorithm

Top Venues

EUSFLAT/IWIFSGN (2)

Publications

Edward Hinojosa Cárdenas, Edgar Sarmiento-Calisaya, Heloisa A. Camargo, José Antonio Sanz
Improving Michigan-style fuzzy-rule base classification generation using a Choquet-like Copula-based aggregation function. WILF (2021)
Andre Luis Cristiani, Douglas D. Lieira, Rodolfo Ipolito Meneguette, Heloisa A. Camargo
A Fuzzy Intrusion Detection System for Identifying Cyber-Attacks on IoT Networks. LATINCOM (2020)
Leonardo Schick, Priscilla de Abreu Lopes, Heloisa A. Camargo
Merging Clusters in Summary Structures for Data Stream Mining based on Fuzzy Similarity Measures. EUSFLAT Conf. (2019)
Maykon Rocha Santana, Heloisa A. Camargo
A Parallel Strategy for Generation of Fuzzy Rule Bases in Big Data Problems Using the NSGA-DO. BRACIS (2019)
Edward Hinojosa Cárdenas, Heloisa A. Camargo
Multi-objective evolutionary algorithm for tuning the Type-2 inference engine on classification task. Soft Comput. 22 (15) (2018)
Eduardo A. Soares, Heloisa A. Camargo, Suzana J. Camargo, Daniel F. Leite
Incremental Gaussian Granular Fuzzy Modeling Applied to Hurricane Track Forecasting. FUZZ-IEEE (2018)
Fernanda Eustáquio, Heloisa A. Camargo, Solange O. Rezende, Tatiane M. Nogueira
On Fuzzy Cluster Validity Indexes for High Dimensional Feature Space. EUSFLAT/IWIFSGN (2) (2017)
Edward Hinojosa Cárdenas, Heloisa A. Camargo
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) (2017)
Nilton V. Carvalho, Solange O. Rezende, Heloisa A. Camargo, Tatiane M. Nogueira
Flexible document organization by mixing fuzzy and possibilistic clustering algorithms. FUZZ-IEEE (2016)
Marcos E. Cintra, Heloisa A. Camargo, Maria Carolina Monard
Genetic generation of fuzzy systems with rule extraction using formal concept analysis. Inf. Sci. (2016)
Edward Hinojosa Cárdenas, Heloisa A. Camargo, Yván J. Túpac
Imbalanced datasets in the generation of fuzzy classification systems - an investigation using a multiobjective evolutionary algorithm based on decomposition. FUZZ-IEEE (2016)
Priscilla de Abreu Lopes, Ivana Yoshie Sumida, Heloisa A. Camargo, Haroldo F. de Campos Velho, Sandra A. Sandri
A proposal for regime change/duration classification in chaotic systems. IFSA-EUSFLAT (2015)
Marcos E. Cintra, Maria Carolina Monard, Heloisa A. Camargo
FCA-Based Rule Generator, a framework for the genetic generation of fuzzy classification systems using formal concept analysis. FUZZ-IEEE (2015)
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
Flexible document organization: Comparing fuzzy and possibilistic approaches. FUZZ-IEEE (2015)
Mariana V. Ribeiro, Luiz Manoel S. Cunha, Heloisa A. Camargo, Luiz Henrique A. Rodrigues
Applying a Fuzzy Decision Tree Approach to Soil Classification. IPMU (1) (2014)
Mariana V. Ribeiro, Heloisa A. Camargo, Marcos E. Cintra
A comparative analysis of pruning strategies for fuzzy decision trees. IFSA/NAFIPS (2013)
Cristiane A. Yaguinuma, Walter C. P. Magalhães Jr., Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Reformat
HyFOM Reasoner: Hybrid Integration of Fuzzy Ontology and Mamdani Reasoning. ICEIS (1) (2013)
Cristiane A. Yaguinuma, Walter C. P. Magalhães Jr., Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Reformat
Combining Fuzzy Ontology Reasoning and Mamdani Fuzzy Inference System with HyFOM Reasoner. ICEIS (2013)
Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben
Evaluating the performance of a Bayesian Artificial Immune System for designing fuzzy rule bases. Int. J. Hybrid Intell. Syst. 10 (2) (2013)
Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Reformat
A FML-based hybrid reasoner combining fuzzy ontology and Mamdani inference. FUZZ-IEEE (2013)
Edward Hinojosa Cárdenas, Heloisa A. Camargo
Multi-objective iterative genetic approach for learning fuzzy classification rules with semantic-based selection of the best rule. IFSA/NAFIPS (2013)
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
Fuzzy cluster descriptors improve flexible organization of documents. ISDA (2012)
Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Maria C. Nicoletti, Tatiane M. Nogueira
Fuzz-Onto: A meta-ontology for representing fuzzy elements and supporting fuzzy classification rules. ISDA (2012)
Edward Hinojosa Cárdenas, Heloisa A. Camargo
Multiobjective genetic generation of fuzzy classifiers using the iterative rule learning. FUZZ-IEEE (2012)
Marcos Evandro Cintra, Carlos Alberto Alves Meira, Maria Carolina Monard, Heloisa A. Camargo, Luiz Henrique A. Rodrigues
The use of fuzzy decision trees for coffee rust warning in Brazilian crops. ISDA (2011)
Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben
Designing fuzzy rule bases with a Bayesian Artificial Immune System. HIS (2011)
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
Fuzzy cluster descriptor extraction for flexible organization of documents. HIS (2011)
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
On the use of fuzzy rules to text document classification. HIS (2010)
Fabio J. J. Santos, Heloisa A. Camargo
Fuzzy Systems for Multicriteria Decision Making. CLEI Electron. J. 13 (3) (2010)
Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Tatiane M. Nogueira
A Meta-ontology Approach for Representing Vague Linguistic Terms and Fuzzy Rules for Classification in Ontologies. EDOCW (2010)
Adinovam Henriques de Macedo Pimenta, Heloisa A. Camargo
Interval type-2 fuzzy classifier design using Genetic Algorithms. FUZZ-IEEE (2010)
Cristiane A. Yaguinuma, Vinícius Ramos Toledo Ferraz, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Tatiane M. Nogueira
A Model for Representing Vague Linguistic Terms and Fuzzy Rules for Classification in Ontologies. ICEIS (2) (2010)
Marcos E. Cintra, Maria Carolina Monard, Heloisa A. Camargo
Data base definition and feature selection for the genetic generation of fuzzy rule bases. Evol. Syst. 1 (4) (2010)
Orides Morandin Jr., Pablo Alberto Dalbem de Castro, Edilson R. R. Kato, Heloisa A. Camargo
A Genetic Fuzzy System for Defining a Reactive Dispatching Rule for AGVs. SMC (2006)
Pablo A. D. Castro, Heloisa A. Camargo
Focusing on Interpretability and Accuracy of a Genetic Fuzzy System. FUZZ-IEEE (2005)
Pablo A. D. Castro, Heloisa A. Camargo
Learning and optimization of fuzzy rule base by means of self-adaptive genetic algorithm. FUZZ-IEEE (2004)
Paulo R. Politano, Heloisa A. Camargo, Edilson R. R. Kato, Orides Morandin Jr.
A reactive programming procedure for flexible manufacturing system. SMC (2000)
Edilson R. R. Kato, Orides Morandin Jr., Paulo R. Politano, Heloisa A. Camargo
A modular modeling approach for CNC machines control using Petri nets. SMC (2000)
Orides Morandin Jr., Edilson R. R. Kato, Paulo R. Politano, Heloisa A. Camargo, Arthur J. V. Porto, Ricardo Y. Inamasu
A modular modeling approach for automated manufacturing systems based on shared resources and process planning using Petri nets. SMC (2000)
Heloisa A. Camargo, Fernando A. C. Gomide
Hierarchical fuzzy Petri nets and α-level sets inference. Int. J. Intell. Syst. 14 (8) (1999)