Heloisa A. Camargo

According to our database, Heloisa A. Camargo authored at least 85 papers between 1999 and 2021.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2021

Improving Michigan-style fuzzy-rule base classification generation using a Choquet-like Copula-based aggregation function.

Edward Hinojosa Cárdenas, Edgar Sarmiento-Calisaya, Heloisa A. Camargo, José Antonio Sanz

Proceedings of WILF 2021, 2021

A Fuzzy Multi-class Novelty Detector for Data Streams Under Intermediate Latency.

André Luis Cristiani, Heloisa de Arruda Camargo

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A Modified NSGA-DO for Solving Multiobjective Optimization Problems.

Jussara Gomes Machado, Matheus Giovanni Pires, Fabiana Cristina Bertoni, Adinovam Henriques de Macedo Pimenta, Heloisa de Arruda Camargo

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Preface.

Aurora T. R. Pozo, Heloisa de Arruda Camargo

Nat. Comput., 2020

A Fuzzy Intrusion Detection System for Identifying Cyber-Attacks on IoT Networks.

Andre Luis Cristiani, Douglas D. Lieira, Rodolfo Ipolito Meneguette, Heloisa A. Camargo

Proceedings of the IEEE Latin-American Conference on Communications, 2020

Possibilistic Approach For Novelty Detection In Data Streams.

Tiago Pinho da Silva, Heloisa de Arruda Camargo

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Genetic learning of fuzzy rule bases for multi-label classification using an iterative approach.

Edward Hinojosa Cárdenas, Edgar Sarmiento-Calisaya, Heloisa de Arruda Camargo

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A Fuzzy Approach for Classification and Novelty Detection in Data Streams Under Intermediate Latency.

Andre Luis Cristiani, Tiago Pinho da Silva, Heloisa de Arruda Camargo

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

Merging Clusters in Summary Structures for Data Stream Mining based on Fuzzy Similarity Measures.

Leonardo Schick, Priscilla de Abreu Lopes, Heloisa A. Camargo

Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

A Parallel Strategy for Generation of Fuzzy Rule Bases in Big Data Problems Using the NSGA-DO.

Maykon Rocha Santana, Heloisa A. Camargo

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Multi-objective evolutionary algorithm for tuning the Type-2 inference engine on classification task.

Edward Hinojosa Cárdenas, Heloisa A. Camargo

Soft Comput., 2018

Annotation of a Corpus of Tweets for Sentiment Analysis.

Allisfrank dos Santos, Jorge Daniel Barros Júnior, Heloisa de Arruda Camargo

Proceedings of the Computational Processing of the Portuguese Language, 2018

Incremental Gaussian Granular Fuzzy Modeling Applied to Hurricane Track Forecasting.

Eduardo A. Soares, Heloisa A. Camargo, Suzana J. Camargo, Daniel F. Leite

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Fuzzy Multiclass Novelty Detector for Data Streams.

Tiago Pinho da Silva, Leonardo Schick, Priscilla de Abreu Lopes, Heloisa de Arruda Camargo

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

d-FuzzStream: A Dispersion-Based Fuzzy Data Stream Clustering.

Leonardo Schick, Priscilla de Abreu Lopes, Heloisa de Arruda Camargo

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Fuzzy Classifier for Data Streams with Infinitely Delayed Labels.

Tiago Pinho da Silva, Vinícius Mourão Alves de Souza, Gustavo Enrique De Almeida Prado Alves Batista, Heloisa de Arruda Camargo

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

FuzzStream: Fuzzy data stream clustering based on the online-offline framework.

Priscilla de Abreu Lopes, Heloisa de Arruda Camargo

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

On Fuzzy Cluster Validity Indexes for High Dimensional Feature Space.

Fernanda Eustáquio, Heloisa A. Camargo, Solange O. Rezende, Tatiane M. Nogueira

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

A Multi-objective Evolutionary Algorithm for Tuning Type-2 Fuzzy Sets with Rule and Condition Selection on Fuzzy Rule-Based Classification System.

Edward Hinojosa Cárdenas, Heloisa A. Camargo

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

A Fuzzy Variant for On-Demand Data Stream Classification.

Tiago Pinho da Silva, Gerson Antonio Urban, Priscilla de Abreu Lopes, Heloisa de Arruda Camargo

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

Genetic generation of fuzzy systems with rule extraction using formal concept analysis.

Marcos E. Cintra, Heloisa A. Camargo, Maria Carolina Monard

Inf. Sci., 2016

Flexible document organization by mixing fuzzy and possibilistic clustering algorithms.

Nilton V. Carvalho, Solange O. Rezende, Heloisa A. Camargo, Tatiane M. Nogueira

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Imbalanced datasets in the generation of fuzzy classification systems - an investigation using a multiobjective evolutionary algorithm based on decomposition.

Edward Hinojosa Cárdenas, Heloisa A. Camargo, Yván J. Túpac

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Progress in intelligent systems.

Aurora T. R. Pozo, Heloisa de Arruda Camargo, Teresa Bernarda Ludermir

Neurocomputing, 2015

NSGA-DO: Non-Dominated Sorting Genetic Algorithm Distance Oriented.

Adinovam Henriques de Macedo Pimenta, Heloisa de Arruda Camargo

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Flexible document organization: Comparing fuzzy and possibilistic approaches.

Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

FCA-Based Rule Generator, a framework for the genetic generation of fuzzy classification systems using formal concept analysis.

Marcos E. Cintra, Maria Carolina Monard, Heloisa A. Camargo

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A hybrid forecast model combining fuzzy time series, linear regression and a new smoothing technique.

Fabio Jose Justo dos Santos, Heloisa de Arruda Camargo

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

A proposal for regime change/duration classification in chaotic systems.

Priscilla de Abreu Lopes, Ivana Yoshie Sumida, Heloisa A. Camargo, Haroldo F. de Campos Velho, Sandra A. Sandri

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014

Applying a Fuzzy Decision Tree Approach to Soil Classification.

Mariana V. Ribeiro, Luiz Manoel S. Cunha, Heloisa A. Camargo, Luiz Henrique A. Rodrigues

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Forecasting in Fuzzy Time Series by an Extension of Simple Exponential Smoothing.

Fabio Jose Justo dos Santos, Heloisa de Arruda Camargo

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

A Methodology for Building Fuzzy Rule-Based Systems Integrating Expert and Data Knowledge.

Helano Povoas de Lima, Heloisa de Arruda Camargo

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

On Rule Learning Methods: A Comparative Analysis of Classic and Fuzzy Approaches.

Marcos E. Cintra, Maria Carolina Monard, Heloisa de Arruda Camargo

Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013

Evaluating the performance of a Bayesian Artificial Immune System for designing fuzzy rule bases.

Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben

Int. J. Hybrid Intell. Syst., 2013

A comparative analysis of pruning strategies for fuzzy decision trees.

Mariana V. Ribeiro, Heloisa A. Camargo, Marcos E. Cintra

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Multi-objective iterative genetic approach for learning fuzzy classification rules with semantic-based selection of the best rule.

Edward Hinojosa Cárdenas, Heloisa A. Camargo

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Preprocessing in Fuzzy Time Series to Improve the Forecasting Accuracy.

Fabio Jose Justo dos Santos, Heloisa de Arruda Camargo

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Combining Fuzzy Ontology Reasoning and Mamdani Fuzzy Inference System with HyFOM Reasoner.

Cristiane A. Yaguinuma, Walter C. P. Magalhães Jr., Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat

Proceedings of the Enterprise Information Systems - 15th International Conference, 2013

HyFOM Reasoner: Hybrid Integration of Fuzzy Ontology and Mamdani Reasoning.

Cristiane A. Yaguinuma, Walter C. P. Magalhães Jr., Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat

Proceedings of the ICEIS 2013, 2013

A FML-based hybrid reasoner combining fuzzy ontology and Mamdani inference.

Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Marek Z. Reformat

Proceedings of the FUZZ-IEEE 2013, 2013

2012

Fuzz-Onto: A meta-ontology for representing fuzzy elements and supporting fuzzy classification rules.

Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Maria C. Nicoletti, Tatiane M. Nogueira

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Fuzzy cluster descriptors improve flexible organization of documents.

Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Automatic labeling by means of semi-supervised fuzzy clustering as a boosting mechanism in the generation of fuzzy rules.

Priscilla de Abreu Lopes, Heloisa de Arruda Camargo

Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

Using fuzzy formal concepts in the genetic generation of fuzzy systems.

Marcos Evandro Cintra, Maria Carolina Monard, Heloisa de Arruda Camargo

Proceedings of the FUZZ-IEEE 2012, 2012

Multiobjective genetic generation of fuzzy classifiers using the iterative rule learning.

Edward Hinojosa Cárdenas, Heloisa A. Camargo

Proceedings of the FUZZ-IEEE 2012, 2012

2011

The use of fuzzy decision trees for coffee rust warning in Brazilian crops.

Marcos Evandro Cintra, Carlos Alberto Alves Meira, Maria Carolina Monard, Heloisa A. Camargo, Luiz Henrique A. Rodrigues

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Fuzzy cluster descriptor extraction for flexible organization of documents.

Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo

Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

On the estimation of the number of fuzzy sets for fuzzy rule-based classification systems.

Marcos Evandro Cintra, Maria Carolina Monard, Everton Alvares Cherman, Heloisa de Arruda Camargo

Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

Designing fuzzy rule bases with a Bayesian Artificial Immune System.

Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben

Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

2010

Fuzzy-CCM: A context-sensitive approach to fuzzy modeling.

Tatiane Marques Nogueira, Heloisa de Arruda Camargo

Int. J. Hybrid Intell. Syst., 2010

Data base definition and feature selection for the genetic generation of fuzzy rule bases.

Marcos E. Cintra, Maria Carolina Monard, Heloisa A. Camargo

Evol. Syst., 2010

Fuzzy Systems for Multicriteria Decision Making.

Fabio J. J. Santos, Heloisa A. Camargo

CLEI Electron. J., 2010

Genetic Interval Type-2 Fuzzy Classifier Generation: A Comparative Approach.

Adinovam Henriques de Macedo Pimenta, Heloisa de Arruda Camargo

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

An Evaluation of Rule-Based Classification Models Induced by a Fuzzy Method and Two Classic Learning Algorithms.

Marcos Evandro Cintra, Maria Carolina Monard, Heloisa de Arruda Camargo

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

Feature Subset Selection for Fuzzy Classification Methods.

Marcos Evandro Cintra, Heloisa de Arruda Camargo

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Intelligent Classification System Using a Pruned Bayes Fuzzy Rule Set.

I-Hsien Yin, Estevam R. Hruschka Jr., Heloisa de Arruda Camargo

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

A Model for Representing Vague Linguistic Terms and Fuzzy Rules for Classification in Ontologies.

Cristiane A. Yaguinuma, Vinícius Ramos Toledo Ferraz, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Tatiane M. Nogueira

Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010

On the use of fuzzy rules to text document classification.

Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo

Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

Decision support systems in multicriteria groups: An approach based on fuzzy rules.

Fabio Jose Justo dos Santos, Heloisa de Arruda Camargo

Proceedings of the FUZZ-IEEE 2010, 2010

Interval type-2 fuzzy classifier design using Genetic Algorithms.

Adinovam Henriques de Macedo Pimenta, Heloisa A. Camargo

Proceedings of the FUZZ-IEEE 2010, 2010

A Meta-ontology Approach for Representing Vague Linguistic Terms and Fuzzy Rules for Classification in Ontologies.

Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Tatiane M. Nogueira

Proceedings of the Workshops Proceedings of the 14th IEEE International Enterprise Distributed Object Computing Conference, 2010

2009

The Impact of Pruning BayesFuzzy Rule Set.

I-Hsien Yin, Estevam R. Hruschka Jr., Heloisa de Arruda Camargo

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Optimising the Fuzzy Granulation of Attribute Domains.

Marcos Evandro Cintra, Heloisa de Arruda Camargo, Trevor Martin

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008

Automatic Construction of Fuzzy Rule Bases: a further Investigation into two Alternative Inductive Approaches.

Marcos Evandro Cintra, Heloisa de Arruda Camargo, Estevam R. Hruschka Jr., Maria do Carmo Nicoletti

J. Univers. Comput. Sci., 2008

Context-Sensitive Clustering in the Design of Fuzzy Models.

Tatiane Marques Nogueira, Heloisa de Arruda Camargo

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Fuzzy Feature Subset Selection Using the Wang & Mendel Method.

Marcos Evandro Cintra, Heloisa de Arruda Camargo, Maria Carolina Monard

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007

Fuzzy Rule Base Generation through Genetic Algorithms and Bayesian Classifiers A Comparative Approach.

Marcos Evandro Cintra, Heloisa de Arruda Camargo, Estevam R. Hruschka Jr., Maria do Carmo Nicoletti

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Fuzzy Rules Generation using Genetic Algorithms with Self-adaptive Selection.

Marcos Evandro Cintra, Heloisa de Arruda Camargo

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

BayesFuzzy: Using a Bayesian Classifier to Induce a Fuzzy Rule Base.

Estevam R. Hruschka Jr., Heloisa de Arruda Camargo, Marcos Evandro Cintra, Maria do Carmo Nicoletti

Proceedings of the FUZZ-IEEE 2007, 2007

2006

A Genetic Fuzzy System for Defining a Reactive Dispatching Rule for AGVs.

Orides Morandin Jr., Pablo Alberto Dalbem de Castro, Edilson R. R. Kato, Heloisa A. Camargo

Proceedings of the IEEE International Conference on Systems, 2006

Co-Evolution: An Approach to Automatic Generation of Fuzzy Systems.

Anderson Francisco Talon, Heloisa de Arruda Camargo

Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

2005

Focusing on Interpretability and Accuracy of a Genetic Fuzzy System.

Pablo A. D. Castro, Heloisa A. Camargo

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004

Genetic learning of fuzzy rules applied to sequencing problem of FMS.

Pablo Alberto Dalbem de Castro, Matheus Giovanni Pires, Heloisa de Arruda Camargo, Orides Morandin Jr., Edilson R. R. Kato

Proceedings of the IEEE International Conference on Systems, 2004

A Study of the Reasoning Methods Impact on Genetic Learning and Optimization of Fuzzy Rules.

Pablo Alberto Dalbem de Castro, Heloisa de Arruda Camargo

Proceedings of the Advances in Artificial Intelligence - SBIA 2004, 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29, 2004

Genetic Learning and Optimization of Fuzzy Sets in Fuzzy Rule-Based System.

Matheus Giovanni Pires, Heloisa de Arruda Camargo

Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

Improving a Pittsburgh Leant Fuzzy Rule Base using Feature Subset Selection.

Pablo Alberto Dalbem de Castro, Daniel Monegatto Santoro, Heloisa de Arruda Camargo, Maria do Carmo Nicoletti

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

Learning and optimization of fuzzy rule base by means of self-adaptive genetic algorithm.

Pablo A. D. Castro, Heloisa A. Camargo

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Fuzzy timed Petri nets.

Witold Pedrycz, Heloisa de Arruda Camargo

Fuzzy Sets Syst., 2003

A real time production sequencing rule for machines of a FMS using fuzzy logic.

Matheus Giovanni Pires, Pablo Alberto Dalbem de Castro, Orides Morandin Jr., Heloisa de Arruda Camargo, Edilson R. R. Kato

Proceedings of the IEEE International Conference on Systems, 2003

2001

A control design approach for complex automatic manufacturing systems.

Edilson Reis Rodrigues Kato, Orides Morandin Jr., Paulo R. Politano, Heloisa de Arruda Camargo

Proceedings of the IEEE International Conference on Systems, 2001

2000

A reactive programming procedure for flexible manufacturing system.

Paulo R. Politano, Heloisa A. Camargo, Edilson R. R. Kato, Orides Morandin Jr.

Proceedings of the IEEE International Conference on Systems, 2000

A modular modeling approach for automated manufacturing systems based on shared resources and process planning using Petri nets.

Orides Morandin Jr., Edilson R. R. Kato, Paulo R. Politano, Heloisa A. Camargo, Arthur J. V. Porto, Ricardo Y. Inamasu

Proceedings of the IEEE International Conference on Systems, 2000

A modular modeling approach for CNC machines control using Petri nets.

Edilson R. R. Kato, Orides Morandin Jr., Paulo R. Politano, Heloisa A. Camargo

Proceedings of the IEEE International Conference on Systems, 2000

Sistema Neuro-Fuzzy para Aquisição de Conhecimento (NeuroFAC).

José Augusto Fabri, Heloisa de Arruda Camargo

Proceedings of the International Joint Conference, 2000

1999

Hierarchical fuzzy Petri nets and α-level sets inference.

Heloisa A. Camargo, Fernando A. C. Gomide

Int. J. Intell. Syst., 1999