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51

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || An Empirical Comparison of Methods for Multi-label Data Stream Classification

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 1.77 MB

english, 2017

52

[Conference Calendar]

Vellasco, Marley

Journal:

IEEE Computational Intelligence Magazine

Year:

2020

File:

PDF, 693 KB

2020

53

Quantum-Inspired Neuro Coevolution Model Applied to Coordination Problems

Dessupoio Moreira Dias, Eduardo, Maria Bernardes Rebuzzi Vellasco, Marley, Vargas Abs da Cruz, AndrÃ©

Journal:

Expert Systems with Applications

Year:

2020

File:

PDF, 1.04 MB

2020

54

Evolving Spiking Neural Networks for Recognition of Aged Voices

Silva, Marco, Vellasco, Marley M.B.R., Cataldo, Edson

Journal:

Journal of Voice

Year:

2016

Language:

english

File:

PDF, 1.20 MB

english, 2016

55

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || Unified Retrieval Model of Big Data

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 657 KB

english, 2017

56

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || Multi-task Deep Neural Networks for Automated Extraction of Primary Site and Laterality Information from Cancer Pathology Reports

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 811 KB

english, 2017

57

[IEEE 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI) - Cartagena, Colombia (2016.11.2-2016.11.4)] 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI) - Robotic device for mobility assistance to elderly people in urban environments

Leite, Daniel, Vellasco, Marley, Figueiredo, Karla

Year:

2016

Language:

english

File:

PDF, 563 KB

english, 2016

58

[IEEE 2017 IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON) - Cusco, Peru (2017.8.15-2017.8.18)] 2017 IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON) - Hybrid model based on genetic algorithms and neural networks to forecast tax collection: Application using endogenous and exogenous variables

Ticona, Wilfredo, Figueiredo, Karla, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 328 KB

english, 2017

59

[IEEE 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Rio de Janeiro, Brazil (2018.7.8-2018.7.13)] 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Detection and Classification of Faults in Aeronautical Gas Turbine Engine: a Comparison Between two Fuzzy Logic Systems

de Castro Ribeiro, Mateus Gheorghe, Calderano, Pedro Henrique Souza, Amaral, Renan Piazzaroli Finotti, de Menezes, Ivan Fabio Mota, Tanscheit, Ricardo, Vellasco, Marley Maria Bernardes Rebuzzi, de Agu

Year:

2018

Language:

english

File:

PDF, 3.04 MB

english, 2018

60

[IEEE 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Istanbul, Turkey (2015.8.2-2015.8.5)] 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Development of a fuzzy rule-based system using Genetic Programming for Forecasting problems

Koshiyama, Adriano S., Vellasco, Marley M.B.R., Tanscheit, Ricardo

Year:

2015

Language:

english

File:

PDF, 1.37 MB

english, 2015

61

[Society of Petroleum Engineers Latin American & Caribbean Petroleum Engineering Conference - (2007.04.15-2007.04.18)] Proceedings of Latin American & Caribbean Petroleum Engineering Conference - Evolutionary Optimization of Smart-Wells Control Under Technical Uncertainties

Almeida, Luciana, Tupac, Yvan, Pacheco, Marco Aurelio, Vellasco, Marley, Lazo, Juan

Year:

2007

Language:

english

File:

PDF, 379 KB

english, 2007

62

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || A Fast Deep Convolutional Neural Network for Face Detection in Big Visual Data

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 2.73 MB

english, 2017

63

[IEEE 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI) - Cartagena, Colombia (2016.11.2-2016.11.4)] 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI) - Feature Selection methods applied to Motor Imagery task classification

Ramos, Alimed Celecia, Hernandez, Rene Gonzalez, Vellasco, Marley

Year:

2016

Language:

english

File:

PDF, 336 KB

english, 2016

64

[IEEE 2018 IEEE Congress on Evolutionary Computation (CEC) - Rio de Janeiro (2018.7.8-2018.7.13)] 2018 IEEE Congress on Evolutionary Computation (CEC) - A Biased Random-Key Genetic Algorithm for the Rescue Unit Allocation and Scheduling Problem

Cunha, Victor, Pessoa, Luciana, Vellasco, Marley, Tanscheit, Ricardo, Pacheco, Marco Aurelio

Year:

2018

Language:

english

File:

PDF, 314 KB

english, 2018

65

SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated Optimization

Kohler, Manoela, Vellasco, Marley, Silva, Eugenio, Figueiredo, Karla

Journal:

IEEE Systems Journal

Year:

2020

File:

PDF, 4.33 MB

2020

66

A New Model to Distinguish Railhead Defects Based on Set-Membership Type-2 Fuzzy Logic System

de Aguiar, Eduardo P., Fernandes, Thiago E., Nogueira, Fernando M. de A., Silveira, Daniel D., Vellasco, Marley M. B. R., Ribeiro, MoisÃ©s V.

Journal:

International Journal of Fuzzy Systems

Year:

2020

File:

PDF, 2.36 MB

2020

67

[IEEE 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC) - Coimbatore, India (2009.12.9-2009.12.11)] 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC) - A new model for credit approval problems: A quantum-inspired neuro-evolutionary algorithm with binary-real representation

de Pinho, Anderson Guimaraes, Vellasco, Marley, da Cruz, Andre Vargas Abs

Year:

2009

Language:

english

File:

PDF, 215 KB

english, 2009

68

[ACM Press the 2014 conference - Vancouver, BC, Canada (2014.07.12-2014.07.16)] Proceedings of the 2014 conference on Genetic and evolutionary computation - GECCO '14 - Lithology discrimination using seismic elastic attributes

Praxedes, Eric da Silva, Koshiyama, Adriano Soares, Abreu, Elita Selmara, Dias, Douglas Mota, Vellasco, Marley Maria Bernardes Rebuzzi, Pacheco, Marco Aurélio Cavalcanti

Year:

2014

Language:

english

File:

PDF, 4.88 MB

english, 2014

69

An enhanced singleton type-2 fuzzy logic system for fault classification in a railroad switch machine

de Aguiar, Eduardo P., Amaral, Renan P.F., Vellasco, Marley M.B.R., Ribeiro, Moisés V.

Journal:

Electric Power Systems Research

Year:

2018

Language:

english

File:

PDF, 1.91 MB

english, 2018

70

Modelagem da sensibilidade de amostras GMI por redes neurais

Silva, Eduardo Costa da, Vellasco, Marley M. B. R., Barbosa, Carlos R. Hall, Monteiro, Elisabeth Costa, Gusmão, Luiz A. P. de

Journal:

Sba: Controle & Automação Sociedade Brasileira de Automatica

Year:

2012

File:

PDF, 644 KB

2012

71

[Society of Petroleum Engineers Digital Energy Conference and Exhibition - Houston, Texas, U.S.A. (2007-04-11)] Digital Energy Conference and Exhibition - Evolutionary Optimization of Oil Field Development

Tupac, Yvan Jesus, Almeida, Luciana Faletti, Vellasco, Marley Maria Bernardes Rebuzzi

Language:

english

File:

PDF, 756 KB

english

72

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || Extended Formulations for Online Action Selection on Big Action Sets

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 313 KB

english, 2017

73

Set-Membership Type-1 Fuzzy Logic System Applied to Fault Classification in a Switch Machine

de Aguiar, Eduardo P., de A. Nogueira, Fernando M., Vellasco, Marley M. B. R., Ribeiro, Moises V.

Journal:

IEEE Transactions on Intelligent Transportation Systems

Year:

2017

Language:

english

File:

PDF, 3.07 MB

english, 2017

74

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - Ensemble of classifiers applied to motor imagery task classification for BCI applications

Ramos, Alimed Celecia, Hernandez, Rene Gonzalez, Vellasco, Marley, Vellasco, Pedro

Year:

2017

Language:

english

File:

PDF, 585 KB

english, 2017

75

[IEEE 2013 International Joint Conference on Neural Networks (IJCNN 2013 - Dallas) - Dallas, TX, USA (2013.08.4-2013.08.9)] The 2013 International Joint Conference on Neural Networks (IJCNN) - Using ensembles for adaptive learning: A comparative approach

Escovedo, Tatiana, da Cruz, Andre Vargas Abs, Vellasco, Marley, Koshiyama, Adriano S.

Year:

2013

Language:

english

File:

PDF, 373 KB

english, 2013

76

[IEEE 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Brisbane, Australia (2012.06.10-2012.06.15)] 2012 IEEE International Conference on Fuzzy Systems - Hybrid recommendation system based on collaborative filtering and fuzzy numbers

Pinto, Miguel A. G., Tanscheit, Ricardo, Vellasco, Marley

Year:

2012

Language:

english

File:

PDF, 937 KB

english, 2012

77

Quantum-Inspired Features and Parameter Optimization of Spiking Neural Networks for a Case Study from Atmospheric

Cardoso, Marcelo C., Silva, Marco, Vellasco, Marley M.B.R., Cataldo, Edson

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 701 KB

english, 2015

78

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || Parallel Computing TEDA for High Frequency Streaming Data Clustering

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 2.25 MB

english, 2017

79

Neural computing overview

Philip Treleaven, Marley Vellasco

Journal:

Computer Physics Communications

Year:

1989

Language:

english

File:

PDF, 1.43 MB

english, 1989

80

Automatic parameters selection in machine learning

Teresa B. Ludermir, Marcilio C.P. de Souto, Marley Vellasco

Journal:

Year:

2012

Language:

english

File:

PDF, 80 KB

english, 2012

81

[IEEE 2013 BRICS Congress on Computational Intelligence & 11th Brazilian Congress on Computational Intelligence (BRICS-CCI & CBIC) - Ipojuca, Brazil (2013.9.8-2013.9.11)] 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence - Estimation of Distribution Algorithm Based on a Multivariate Extension of the Archimedean Copula

Mello, Harold D. de, Cruz, Andre V. Abs da, Vellasco, Marley M.B.R.

Year:

2013

Language:

english

File:

PDF, 381 KB

english, 2013

82

[IEEE 2014 Brazilian Conference on Intelligent Systems (BRACIS) - Sao Paulo, Brazil (2014.10.18-2014.10.22)] 2014 Brazilian Conference on Intelligent Systems - Quantum-Inspired Multi-gene Linear Genetic Programming Model for Regression Problems

Strachan, Guilherme C., Koshiyama, Adriano S., Dias, Douglas M., Vellasco, Marley M.B.R., Pacheco, Marco A.C.

Year:

2014

Language:

english

File:

PDF, 571 KB

english, 2014

83

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Introduction to CircuitML: Modeling Local Processing Units in the drosophila brain

Chevitarese, Daniel Salles, Szwarcman, Dilza, Vellasco, Marley

Year:

2015

Language:

english

File:

PDF, 1.65 MB

english, 2015

84

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || A Distributed Framework for Early Trending Topics Detection on Big Social Networks Data Threads

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 3.14 MB

english, 2017

85

[IEEE 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - AutoMFIS: Fuzzy Inference System for multivariate time series forecasting

Coutinho, Julio Ribeiro, Tanscheit, Ricardo, Vellasco, Marley, Koshiyama, Adriano

Year:

2016

Language:

english

File:

PDF, 467 KB

english, 2016

86

[IEEE 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI) - Cartagena, Colombia (2016.11.2-2016.11.4)] 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI) - Spatial Filter comparison for a Brain Computer Interface

Alonso, Daniel Rivas, Vellasco, Marley Maria B. R.

Year:

2016

Language:

english

File:

PDF, 347 KB

english, 2016

87

[Conference Calendar]

Vellasco, Marley

Journal:

IEEE Computational Intelligence Magazine

Year:

2020

File:

PDF, 2.37 MB

2020

88

[IEEE 2020 IEEE Congress on Evolutionary Computation (CEC) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 IEEE Congress on Evolutionary Computation (CEC) - Investigating Optimal Regimes for Prediction in the Stock Market

Corbelli, Rodrigo, Vellasco, Marley, Veiga, Alvaro

Year:

2020

File:

PDF, 2.06 MB

2020

89

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - A stochastic model based on neural networks

Campos, Luciana C. D., Vellasco, Marley M. B. R., Lazo, Juan G. L.

Year:

2011

Language:

english

File:

PDF, 918 KB

english, 2011

90

[Society of Petroleum Engineers Latin American & Caribbean Petroleum Engineering Conference - (2007.04.15-2007.04.18)] Proceedings of Latin American & Caribbean Petroleum Engineering Conference - Hybridizing Genetic Algorithms and Real Options to Approach of the Optimal Decision Rule for Oilfield Development Under Uncertainties

Lazo, Juan, Pacheco, Marco Aurelio, Vellasco, Marley

Year:

2007

Language:

english

File:

PDF, 232 KB

english, 2007

91

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || Predicting Human Behavior Based on Web Search Activity: Greek Referendum of 2015

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 339 KB

english, 2017

92

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || Big Data and the Virtuous Circle of Railway Digitization

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 1.45 MB

english, 2017

93

[ACM Press the Genetic and Evolutionary Computation Conference Companion - Kyoto, Japan (2018.07.15-2018.07.19)] Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '18 - Crude oil refinery scheduling

Pereira, Cristiane S, Dias, Douglas M, Vellasco, Marley M B R, Viana, Francisco Henrique F, Martí, Luis

Year:

2018

Language:

english

File:

PDF, 1.47 MB

english, 2018

94

A patch load parametric analysis using neural networks

Elaine T. Fonseca, Pedro C.G. da S. Vellasco, Sebastião A.L. de Andrade, Marley M.B.R. Vellasco

Journal:

Journal of Constructional Steel Research

Year:

2003

Language:

english

File:

PDF, 363 KB

english, 2003

95

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Power Transformers Diagnosis Using Neural Networks

Moreira, Marcela P., Santos, Leonardo T. B., Vellasco, Marley M. B. R.

Year:

2007

Language:

english

File:

PDF, 172 KB

english, 2007

96

[Advances in Intelligent Systems and Computing] Advances in Big Data Volume 529 || Analyzing Big Security Logs in Cluster with Apache Spark

Angelov, Plamen, Manolopoulos, Yannis, Iliadis, Lazaros, Roy, Asim, Vellasco, Marley

Year:

2017

Language:

english

File:

PDF, 159 KB

english, 2017

97

[IEEE 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Naples, Italy (2017.7.9-2017.7.12)] 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) - Computing derivatives in interval type-2 fuzzy logic systems trained by steepest descent method for fault classification in a switch machine

de Aguiar, Eduardo P., Amaral, Renan P. F., Vellasco, Marley M. B. R., Ribeiro, Moises V.

Year:

2017

Language:

english

File:

PDF, 369 KB

english, 2017

98

A fuzzy decision support system for meta-evaluation a new approach and a case study performed in Brazil

Letichevsky, Ana Carolina, Vellasco, Marley Maria Bernardes Rebuzzi, Tanscheit, Ricardo

Journal:

Ensaio: Avaliação e Políticas Públicas em Educação

Year:

2007

File:

PDF, 932 KB

2007

99

[IEEE 2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06) - Ribeirao Preto, Brazil (2006.10.23-2006.10.23)] 2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06) - Using Neural Networks to Evaluate the Effectiveness of a new Seismic Fault Attribute

Machado, Marcos, Vellasco, Marley, Silva, Pedro, Gattass, Marcelo

Year:

2006

Language:

english

File:

PDF, 828 KB

english, 2006

100

[Society of Petroleum Engineers Latin American & Caribbean Petroleum Engineering Conference - Buenos Aires, Argentina (2007-04-15)] Latin American & Caribbean Petroleum Engineering Conference - Hybridizing Genetic Algorithms and Real Options to Approach of the Optimal Decision Rule for Oilfield Development Under Uncertainties

Lazo, Juan Guillermo Lazo, Pacheco, Marco Aurelio Cavalcanti, Vellasco, Marley Maria Bernardes Rebuzzi

Language:

english

File:

PDF, 232 KB

english

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