Marley M. B. R. Vellasco - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 93 from 93

2023

SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic SegmentationGuilherme Carlos, Karla Figueiredo, Abir Hussain, Marley M. B. R. Vellasco. ijcnn 2023: 1-8 [doi]

Gaussian-Based Approach for Out-of-Distribution Detection in Deep LearningThiago M. Carvalho, Marley M. B. R. Vellasco, José Franco Machado do Amaral. eann 2023: 303-314 [doi]

Out-of-Distribution Detection in Deep Learning Models: A Feature Space-Based ApproachThiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral. ijcnn 2023: 1-7 [doi]

A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion ClassificationThiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral, Karla Figueiredo. bracis 2023: 338-352 [doi]

Automatic generation of fuzzy inference systems for multivariate time series forecastingThiago M. Carvalho, Marley M. B. R. Vellasco, José Franco Machado do Amaral. fss, 470:108657, October 2023. [doi]

A Fuzzy-Based Multi-objective Optimization Applied to Analog Circuits for Fuzzy SystemsPedro H. G. Coelho, José F. M. do Amaral, Thiago Carvalho, Marley M. B. R. Vellasco. sncs, 4(6):776, November 2023. [doi]

Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting MethodsAbdollah Masoud Darya, Ilias Fernini, Marley M. B. R. Vellasco, Abir Hussain. ijcnn 2023: 1-8 [doi]

A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic ProgrammingCristiane Salgado Pereira, Douglas Mota Dias, Luis Martí, Marley M. B. R. Vellasco. gecco 2023: 1972-1980 [doi]

Echo State Networks: Novel reservoir selection and hyperparameter optimization model for time series forecastingCésar H. Valencia, Marley M. B. R. Vellasco, Karla Figueiredo. ijon, 545:126317, 2023. [doi]

Conference Calendar [Conference Calendar]Marley M. B. R. Vellasco, Leandro L. Minku. cim, 18(2):104, May 2023. [doi]

Conference Calendar [Conference Calendar]Marley M. B. R. Vellasco, Liyan Song. cim, 18(4):80, November 2023. [doi]

Conference Calendar [Conference Calendar]Marley M. B. R. Vellasco, Liyan Song. cim, 18(3):88, August 2023. [doi]

2022

Comparative Study of PID, DMC, and Fuzzy PD+I Controllers in a Control Laboratory KitDiego Páez Ardila, Diana Martínez Reyes, Cesar Valencia Niño, Ricardo Tanscheit, Marley M. B. R. Vellasco. lacci 2022: 1-6 [doi]

Evolved explainable classifications for lymph node metastasesIam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva. NN, 148:1-12, 2022. [doi]

Acceptance and Perception of Covid-19 Vaccination for ChildrenWasiq Khan, Bilal Muhammed Khan, Luke Topham, Salwa Yasen, Ahmed Al-Dahiri, Hoshang Kolivand, Marley M. B. R. Vellasco, Abir Hussain. ijcnn 2022: 1-6 [doi]

Applied Enhanced Q-NAS for COVID-19 Detection in CT ImagesJulia Noce, Gianella Chantong, Gustavo Jauregui, Roberto Mogami, Alexandra Monteiro, Karla Figueiredo, Marley M. B. R. Vellasco. aii2 2022: 419-433 [doi]

Quantum-inspired evolutionary algorithm applied to neural architecture searchDaniela Szwarcman, Daniel Civitarese, Marley M. B. R. Vellasco. asc, 120:108674, 2022. [doi]

[Conference Calendar]Marley M. B. R. Vellasco, Leandro L. Minku. cim, 17(3):66, 2022. [doi]

[Conference Calendar]Marley M. B. R. Vellasco, Leandro L. Minku. cim, 17(2):104, 2022. [doi]

Conference CalendarMarley M. B. R. Vellasco, Leandro L. Minku. cim, 17(4):70, 2022. [doi]

[Conference Calendar]Marley M. B. R. Vellasco, Leandro L. Minku. cim, 17(1):116, 2022. [doi]

2021

Special issue on Recent Advances in Computational Intelligence and Cognitive Systems (RACICS)Jaouad Boumhidi, El Habib Nfaoui, Hani Hagras, Marley M. B. R. Vellasco. cogsr, 70:63, 2021. [doi]

A New Model to Distinguish Railhead Defects Based on Set-Membership Type-2 Fuzzy Logic SystemEduardo P. de Aguiar, Thiago E. Fernandes, Fernando M. de A. Nogueira, Daniel Discini Silveira, Marley M. B. R. Vellasco, Moisés Vidal Ribeiro. ijfs, 23(4):1057-1069, 2021. [doi]

Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan ClassifiersIam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva. sensors, 21(16):5657, 2021. [doi]

Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and ReliabilityMara Graziani, Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva, Henning Müller, Vincent Andrearczyk. miccai 2021: 540-549 [doi]

Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation ToolAlimed Celecia Ramos, Karla Figueiredo, Carlos R. Hall Barbosa, Marley M. B. R. Vellasco, Edwin German Maldonado Tavara, Marco Silva 0002, Anderson Rodrigues, Renata Nascimento, Carla Ourofino. sensors, 21(19):6347, 2021. [doi]

[Conference Calendar]Marley M. B. R. Vellasco. cim, 16(1):108, 2021. [doi]

[Conference Calendar]Marley M. B. R. Vellasco. cim, 16(2):100, 2021. [doi]

[Conference Calendar]Marley M. B. R. Vellasco, Leandro L. Minku. cim, 16(4):100, 2021. [doi]

2020

IEEE DSAA-The IEEE Flagship Conference in Data Science [Society Briefs]Longbing Cao, Marley M. B. R. Vellasco. cim, 15(3):9-11, 2020. [doi]

Investigating Optimal Regimes for Prediction in the Stock MarketRodrigo Corbelli, Marley M. B. R. Vellasco, Alvaro Veiga. cec 2020: 1-8 [doi]

Approximate Explanations for Classification of Histopathology PatchesIam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva. pkdd 2020: 517-526 [doi]

Neuroevolutionary learning in nonstationary environmentsTatiana Escovedo, Adriano Koshiyama, André Vargas Abs da Cruz, Marley M. B. R. Vellasco. apin, 50(5):1590-1608, 2020. [doi]

SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated OptimizationManoela Kohler, Marley M. B. R. Vellasco, Eugênio Silva, Karla Figueiredo. sj, 14(4):5111-5120, 2020. [doi]

Prototype of Robotic Device for Mobility Assistance for the Elderly in Urban EnvironmentsDaniel Leite, Karla Figueiredo, Marley M. B. R. Vellasco. sensors, 20(11):3056, 2020. [doi]

Quantum-Inspired Genetic Programming Algorithm for the Crude Oil Scheduling of a Real-World RefineryCristiane Salgado Pereira, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, André Vargas Abs da Cruz, Estefane Horn Hollmann. sj, 14(3):3926-3937, 2020. [doi]

Chaotic Quantum-inspired Evolutionary Algorithm: enhancing feature selection in BCIAlimed Celecia Ramos, Marley M. B. R. Vellasco. cec 2020: 1-8 [doi]

A Portable Fuzzy Driver Drowsiness Estimation SystemAlimed Celecia Ramos, Karla Figueiredo, Marley M. B. R. Vellasco, René González Hernandez. sensors, 20(15):4093, 2020. [doi]

A Monetary Policy Strategy Based on Genetic Algorithms and Neural NetworksTalitha F. Speranza, Ricardo Tanscheit, Marley M. B. R. Vellasco. eann 2020: 605-616 [doi]

[Conference Calendar]Marley M. B. R. Vellasco. cim, 15(2):90-92, 2020. [doi]

[Conference Calendar]Marley M. B. R. Vellasco. cim, 15(4):75, 2020. [doi]

IEEE CIS VP-Conferences Vision Statement [Society Briefs]Marley M. B. R. Vellasco. cim, 15(1):10-11, 2020. [doi]

[Conference Calendar]Marley M. B. R. Vellasco. cim, 15(3):74-75, 2020. [doi]

2019

SENFIS - Selected Ensemble of Fuzzy Inference SystemsErrison Alves, Ricardo Tanscheit, Marley M. B. R. Vellasco. fuzzIEEE 2019: 1-6 [doi]

Design and Development of an Autonomous Mobile Robot for Inspection of Soy and Cotton CropsWilliam S. Barbosa, Adalberto I. S. Oliveira, Gustavo B. P. Barbosa, Antonio C. Leite, Karla T. Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls. dese 2019: 557-562 [doi]

Automatic Generation of a Type-2 Fuzzy System for Time Series Forecast based on Genetic ProgrammingMarco Antonio Cunha Ferreira, Ricardo Tanscheit, Marley M. B. R. Vellasco. eusflat 2019: [doi]

Resource optimization for elective surgical procedures using quantum-inspired genetic algorithmsRené González Hernandez, Marley M. B. R. Vellasco, Karla Figueiredo. gecco 2019: 777-786 [doi]

PSO+: A new particle swarm optimization algorithm for constrained problemsManoela Kohler, Marley M. B. R. Vellasco, Ricardo Tanscheit. asc, 85, 2019. [doi]

Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspectiveAdriano Soares Koshiyama, Ricardo Tanscheit, Marley M. B. R. Vellasco. widm, 9(2), 2019. [doi]

Classifying Periodic Astrophysical Phenomena from non-survey optimized variable-cadence observational dataPaul R. McWhirter, Abir Hussain, Dhiya Al-Jumeily, Iain A. Steele, Marley M. B. R. Vellasco. eswa, 131:94-115, 2019. [doi]

Quantum-inspired evolutionary multi-objective fuzzy classifier with real and categorical representationWaldir Nunes, Marley M. B. R. Vellasco, Ricardo Tanscheit. jifs, 36(6):5875-5887, 2019. [doi]

On the Intelligent Control Design of an Agricultural Mobile Robot for Cotton Crop MonitoringAdalberto I. S. Oliveira, Thiago M. Carvalho, Felipe F. Martins, Antonio C. Leite, Karla T. Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls. dese 2019: 563-568 [doi]

User Experience Evaluation Using Mouse Tracking and Artificial IntelligenceKennedy E. S. Souza, Marcos C. da R. Seruffo, Harold D. de Mello Jr., Daniel da S. Souza, Marley M. B. R. Vellasco. access, 7:96506-96515, 2019. [doi]

Quantum-Inspired Neural Architecture SearchDaniela Szwarcman, Daniel Civitarese, Marley M. B. R. Vellasco. ijcnn 2019: 1-8 [doi]

Q-NAS Revisited: Exploring Evolution Fitness to Improve EfficiencyDaniela Szwarcman, Daniel Civitarese, Marley M. B. R. Vellasco. bracis 2019: 509-514 [doi]

Comparative Study of Computer Vision Models for Insect Pest Identification in Complex BackgroundsGabriel Lins Tenório, Felipe F. Martins, Thiago M. Carvalho, Antonio C. Leite, Karla Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls. dese 2019: 551-556 [doi]

2018

A Biased Random-Key Genetic Algorithm for the Rescue Unit Allocation and Scheduling ProblemVictor Cunha, Luciana Pessoa, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco. cec 2018: 1-6 [doi]

Modified Methods of Capital Budgeting Under Uncertainties: An Approach Based on Fuzzy Numbers and Interval ArithmeticAntonio Carlos de Souza Sampaio Filho, Marley M. B. R. Vellasco, Ricardo Tanscheit. ipmu 2018: 777-789 [doi]

DetectA: abrupt concept drift detection in non-stationary environmentsTatiana Escovedo, Adriano Soares Koshiyama, André Vargas Abs da Cruz, Marley M. B. R. Vellasco. asc, 62:119-133, 2018. [doi]

Conference Report on 2018 IEEE World Congress on Computational Intelligence (IEEE WCCI 2018) [Conference Reports]Pablo A. Estévez, Marley M. B. R. Vellasco. cim, 13(4):7-9, 2018. [doi]

A unified solution in fuzzy capital budgetingAntonio Carlos Sampaio Filho, Marley M. B. R. Vellasco, Ricardo Tanscheit. eswa, 98:27-42, 2018. [doi]

Quantum-Inspired Optimization of Echo State Networks Applied to System IdentificationPaulo R. M. Paiva, Marley M. B. R. Vellasco, Jose F. M. Amaral. cec 2018: 1-8 [doi]

Crude oil refinery scheduling: addressing a real-world multiobjective problem through genetic programming and dominance-based approachesCristiane S. Pereira, Douglas M. Dias, Marley M. B. R. Vellasco, Francisco Henrique F. Viana, Luis Martí. gecco 2018: 1821-1828 [doi]

Quantum-inspired Evolutionary Algorithm for Feature Selection in Motor Imagery EEG ClassificationAlimed Celecia Ramos, Marley M. B. R. Vellasco. cec 2018: 1-8 [doi]

2017

Neural network nonlinear plant identification as a tool in intelligent controller designDinart Duarte Braga, Ricardo Tanscheit, Marley M. B. R. Vellasco. ijcnn 2017: 1472-1479 [doi]

Set-Membership Type-1 Fuzzy Logic System Applied to Fault Classification in a Switch MachineEduardo P. de Aguiar, Fernando M. de A. Nogueira, Marley M. B. R. Vellasco, Moisés V. Ribeiro. tits, 18(10):2703-2712, 2017. [doi]

Computing derivatives in interval type-2 fuzzy logic systems trained by steepest descent method for fault classification in a switch machineEduardo P. de Aguiar, Renan P. F. Amaral, Marley M. B. R. Vellasco, Moisés V. Ribeiro. fuzzIEEE 2017: 1-6 [doi]

The classification of periodic light curves from non-survey optimized observational data through automated extraction of phase-based visual featuresPaul R. McWhirter, Iain A. Steele, Dhiya Al-Jumeily, Abir Hussain, Marley M. B. R. Vellasco. ijcnn 2017: 3058-3065 [doi]

Ensemble of classifiers applied to motor imagery task classification for BCI applicationsAlimed Celecia Ramos, Rene Gonzalez Hernandez, Marley M. B. R. Vellasco, Pedro C. G. da S. Vellasco. ijcnn 2017: 2995-3002 [doi]

Quantum inspired evolutionary algorithm for ordering problemsLuciano R. Silveira, Ricardo Tanscheit, Marley M. B. R. Vellasco. eswa, 67:71-83, 2017. [doi]

Feature importance calculation and protein quality assessment on the decoy discrimination problemEdwin German Maldonado Tavara, Marley M. B. R. Vellasco, Bruno A. C. Horta, Fábio L. Custódio. ijcnn 2017: 248-255 [doi]

2016

Neuro-genetic system for optimization of GMI samples sensitivityA. C. O. Pitta Botelho, Marley M. B. R. Vellasco, Carlos R. Hall Barbosa, E. Costa Silva. NN, 75:141-149, 2016. [doi]

AutoMFIS: Fuzzy Inference System for multivariate time series forecastingJulio Ribeiro Coutinho, Ricardo Tanscheit, Marley M. B. R. Vellasco, Adriano Soares Koshiyama. fuzzIEEE 2016: 2120-2127 [doi]

Polarity classification on web-based reviews using Support Vector MachineRenato S. C. da Rocha, Leonardo Forero, Harold Dias De Mello, Manoela Kohler, Marley M. B. R. Vellasco. lacci 2016: 1-6 [doi]

EANN 2014: a fuzzy logic system trained by conjugate gradient methods for fault classification in a switch machineEduardo P. de Aguiar, Fernando M. de A. Nogueira, Renan P. F. Amaral, Diego F. Fabri, Sérgio C. de A. Rossignoli, José Geraldo Ferreira, Marley M. B. R. Vellasco, Ricardo Tanscheit, Pedro C. G. da S. Vellasco, Moisés V. Ribeiro. nca, 27(5):1175-1189, 2016. [doi]

Evolutionary algorithms and elliptical copulas applied to continuous optimization problemsHarold Dias de Mello Junior, Luis Martí, André Vargas Abs da Cruz, Marley M. B. R. Vellasco. isci, 369:419-440, 2016. [doi]

PSO+: A nonlinear constraints-handling particle swarm optimizationManoela Kohler, Leonardo Forero, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco. cec 2016: 2518-2523 [doi]

A Novel Genetic Fuzzy System for Regression ProblemsAdriano Soares Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit. In Mikael Collan, Mario Fedrizzi, Janusz Kacprzyk, editors, Fuzzy Technology - Present Applications and Future Challenges. Volume 335 of Studies in Fuzziness and Soft Computing, pages 85-101, Springer, 2016. [doi]

Robotic device for mobility assistance to elderly people in urban environmentsDaniel Leite, Marley M. B. R. Vellasco, Karla Figueiredo. lacci 2016: 1-6 [doi]

SMS-EDA-MEC: Extending Copula-based EDAs to multi-objective optimizationLuis Martí, Harold D. de Mello Jr., Nayat Sánchez Pi, Marley M. B. R. Vellasco. cec 2016: 3726-3733 [doi]

Automatic Synthesis of Fuzzy Inference Systems for ClassificationJorge Paredes, Ricardo Tanscheit, Marley M. B. R. Vellasco, Adriano Soares Koshiyama. ipmu 2016: 486-497 [doi]

Feature Selection methods applied to Motor Imagery task classificationAlimed Celecia Ramos, René González Hernandez, Marley M. B. R. Vellasco. lacci 2016: 1-6 [doi]

2015

2014

Nonconvex Functions Optimization Using an Estimation of Distribution Algorithm Based on a Multivariate Extension of the Clayton CopulaHarold D. de Mello Jr., André V. Abs da Cruz, Marley M. B. R. Vellasco. ideal 2014: 318-326 [doi]

GPFIS-Control: A Genetic Fuzzy System For Control TasksAdriano S. Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit. jaiscr, 4(3):167-179, 2014. [doi]

2006

Inverted hierarchical neuro-fuzzy BSP system: a novel neuro-fuzzy model for pattern classification and rule extraction in databasesLuciana Brugiolo Gonçalves, Marley M. B. R. Vellasco, Marco Aurélio Pacheco, Flávio Joaquim de Souza. tsmc, 36(2):236-248, 2006. [doi]

2001

The energy minimization method: a multiobjective fitness evaluation technique and its application to the production scheduling in a petroleum refineryMayron Rodrigues de Almeida, Silvio Hamacher, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco. cec 2001: 560-567 [doi]

1998

Micro Power CMOS Analog CellsF. Salazar, J. Pimentel, Marco Aurélio Pacheco, Marley M. B. R. Vellasco. sbcci 1998: 187-190 [doi]

Synthesis of CMOS Operational Amplifiers through Genetic AlgorithmsRicardo Salem Zebulum, Marco Aurélio Pacheco, Marley M. B. R. Vellasco. sbcci 1998: 125-128 [doi]

1989

VLSI architectures for neural networksPhilip C. Treleaven, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco. micro, 9(6):8-27, 1989. [doi]

See Also

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Marley M. B. R. Vellasco'

Viewing Publication 1 - 93 from 93

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2006

2001

1998

1989

See Also

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by Tag

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Marley M. B. R. Vellasco'

Viewing Publication 1 - 93 from 93

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2006

2001

1998

1989

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1