Marley M. B. R. Vellasco
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
64
Venues
17
Active years
1993–2025
Best venue rank
B
Where they publish
Papers
64 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IJCNN | Using Language Models for Extracting Legal Decisions from Portuguese Consumer Law Texts. | Santiago Vasquez, Thiago M. Carvalho, Diego Pez Ardila, Joo Verosa, Eduardo Ramos, Alimed Celecia Ramos, Isabella Zalcberg Frajhof, Ana Lara Mangeth, Maria Julia de Lima, Karla Figueiredo, Meyer Nigri, Marley M. B. R. Vellasco |
| 2024 | EANN | Machine Learning Modeling to Provide Assistance to Basketball Coaches. | Eduardo Vras Argento, Marley M. B. R. Vellasco, Jos Franco Machado do Amaral, Karla Figueiredo, Meyer Nigri |
| 2024 | EANN | Comparative Study Between Q-NAS and Traditional CNNs for Brain Tumor Classification. | Fabio H. Cardoso, Marley M. B. R. Vellasco, Karla Figueiredo |
| 2024 | IJCNN | Heteroassociative Mapping with Self-Organizing Maps for Probabilistic Multi-output Prediction. | Rewbenio A. Frota, Marley M. B. R. Vellasco, Guilherme A. Barreto, Candida Menezes de Jesus |
| 2023 | EANN | Gaussian-Based Approach for Out-of-Distribution Detection in Deep Learning. | Thiago M. Carvalho, Marley M. B. R. Vellasco, Jos Franco Machado do Amaral |
| 2023 | GECCO | A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming. | Cristiane Salgado Pereira, Douglas Mota Dias, Luis Mart, Marley M. B. R. Vellasco |
| 2023 | IJCNN | SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic Segmentation. | Guilherme Carlos, Karla Figueiredo, Abir Hussain, Marley M. B. R. Vellasco |
| 2023 | IJCNN | Out-of-Distribution Detection in Deep Learning Models: A Feature Space-Based Approach. | Thiago M. Carvalho, Marley M. B. R. Vellasco, Jos F. M. do Amaral |
| 2023 | IJCNN | Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting Methods. | Abdollah Masoud Darya, Ilias Fernini, Marley M. B. R. Vellasco, Abir Hussain |
| 2022 | IJCNN | Acceptance and Perception of Covid-19 Vaccination for Children. | Wasiq Khan, Bilal Muhammed Khan, Luke K. Topham, Salwa Yasen, Ahmed Al-Dahiri, Hoshang Kolivand, Marley M. B. R. Vellasco, Abir Hussain |
| 2021 | MICCAI | Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability. | Mara Graziani, Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva, Henning Mller, Vincent Andrearczyk |
| 2020 | CEC | Investigating Optimal Regimes for Prediction in the Stock Market. | Rodrigo Corbelli, Marley M. B. R. Vellasco, lvaro Veiga |
| 2020 | CEC | Chaotic Quantum-inspired Evolutionary Algorithm: enhancing feature selection in BCI. | Alimed Celecia Ramos, Marley M. B. R. Vellasco |
| 2020 | EANN | A Monetary Policy Strategy Based on Genetic Algorithms and Neural Networks. | Talitha F. Speranza, Ricardo Tanscheit, Marley M. B. R. Vellasco |
| 2019 | DeSE | Design and Development of an Autonomous Mobile Robot for Inspection of Soy and Cotton Crops. | William de Souza Barbosa, Adalberto I. S. Oliveira, Gustavo B. P. Barbosa, Antonio Candea Leite, Karla T. Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls |
| 2019 | DeSE | On the Intelligent Control Design of an Agricultural Mobile Robot for Cotton Crop Monitoring. | Adalberto I. S. Oliveira, Thiago M. Carvalho, Felipe F. Martins, Antonio Candea Leite, Karla T. Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls |
| 2019 | DeSE | Comparative Study of Computer Vision Models for Insect Pest Identification in Complex Backgrounds. | Gabriel Lins Tenrio, Felipe F. Martins, Thiago M. Carvalho, Antonio Candea Leite, Karla Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls |
| 2019 | EUSFLAT | Automatic Generation of a Type-2 Fuzzy System for Time Series Forecast based on Genetic Programming. | Marco Antonio Cunha Ferreira, Ricardo Tanscheit, Marley M. B. R. Vellasco |
| 2019 | GECCO | Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms. | Ren Gonzlez Hernandez, Marley M. B. R. Vellasco, Karla Figueiredo |
| 2019 | IJCNN | Ideal neighbourhood mask for speech enhancement using deep neural networks. | Christian Arcos, Marley M. B. R. Vellasco, Abraham Alcaim |
| 2019 | IJCNN | Quantum-Inspired Neural Architecture Search. | Daniela Szwarcman, Daniel Civitarese, Marley M. B. R. Vellasco |
| 2018 | CEC | A Biased Random-Key Genetic Algorithm for the Rescue Unit Allocation and Scheduling Problem. | Victor Cunha, Luciana S. Pessoa, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurlio Cavalcanti Pacheco |
| 2018 | CEC | Quantum-Inspired Optimization of Echo State Networks Applied to System Identification. | Paulo R. M. Paiva, Marley M. B. R. Vellasco, Jos F. M. do Amaral |
| 2018 | CEC | Quantum-inspired Evolutionary Algorithm for Feature Selection in Motor Imagery EEG Classification. | Alimed Celecia Ramos, Marley M. B. R. Vellasco |
| 2018 | GECCO | Crude oil refinery scheduling: addressing a real-world multiobjective problem through genetic programming and dominance-based approaches. | Cristiane Salgado Pereira, Douglas Mota Dias, Marley M. B. R. Vellasco, Francisco Henrique F. Viana, Luis Mart |
| 2018 | IPMU | Modified Methods of Capital Budgeting Under Uncertainties: An Approach Based on Fuzzy Numbers and Interval Arithmetic. | Antonio Carlos de Souza Sampaio Filho, Marley M. B. R. Vellasco, Ricardo Tanscheit |
| 2017 | IJCNN | Neural network nonlinear plant identification as a tool in intelligent controller design. | Dinart Duarte Braga, Ricardo Tanscheit, Marley M. B. R. Vellasco |
| 2017 | IJCNN | The classification of periodic light curves from non-survey optimized observational data through automated extraction of phase-based visual features. | Paul R. McWhirter, Iain A. Steele, Dhiya Al-Jumeily, Abir Hussain, Marley M. B. R. Vellasco |
| 2017 | IJCNN | Ensemble of classifiers applied to motor imagery task classification for BCI applications. | Alimed Celecia Ramos, Ren Gonzlez Hernandez, Marley M. B. R. Vellasco, Pedro C. G. da S. Vellasco |
| 2017 | IJCNN | Feature importance calculation and protein quality assessment on the decoy discrimination problem. | Edwin German Maldonado Tavara, Marley M. B. R. Vellasco, Bruno A. C. Horta, Fbio L. Custdio |
| 2016 | CEC | PSO+: A nonlinear constraints-handling particle swarm optimization. | Manoela Kohler, Leonardo Forero, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurlio Cavalcanti Pacheco |
| 2016 | CEC | SMS-EDA-MEC: Extending Copula-based EDAs to multi-objective optimization. | Luis Mart, Harold D. de Mello Jr., Nayat Snchez-Pi, Marley M. B. R. Vellasco |
| 2016 | IPMU | Automatic Synthesis of Fuzzy Inference Systems for Classification. | Jorge Paredes, Ricardo Tanscheit, Marley M. B. R. Vellasco, Adriano S. Koshiyama |
| 2015 | EANN | Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm. | Glauco Martins, Marley M. B. R. Vellasco, Roberto Schirru, Pedro C. G. da S. Vellasco |
| 2015 | EUSFLAT | A Multi-gene Genetic Programming Fuzzy Inference System for Regression Problems. | Adriano S. Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit |
| 2015 | IJCNN | Introduction to CircuitML: Modeling Local Processing Units in the drosophila brain. | Daniel Salles Chevitarese, Dilza Szwarcman, Marley M. B. R. Vellasco |
| 2014 | EANN | Classification of Events in Switch Machines Using Bayes, Fuzzy Logic System and Neural Network. | Eduardo P. de Aguiar, Fernando M. de A. Nogueira, Renan P. F. Amaral, Diego F. Fabri, Srgio C. de A. Rossignoli, Jos Geraldo Ferreira, Marley M. B. R. Vellasco, Ricardo Tanscheit, Moiss Vidal Ribeiro, Pedro C. G. da S. Vellasco |
| 2013 | CEC | GPF-CLASS: A Genetic Fuzzy model for classification. | Adriano S. Koshiyama, Tatiana Escovedo, Douglas Mota Dias, Marley M. B. R. Vellasco, Ricardo Tanscheit |
| 2013 | IFSA | A fuzzy-genetic system for rule extraction from support vector machines. | C. F. F. Carraro, Marley M. B. R. Vellasco, Ricardo Tanscheit |
| 2012 | CEC | Quantum-inspired genetic algorithms applied to ordering combinatorial optimization problems. | Luciano R. Silveira, Ricardo Tanscheit, Marley M. B. R. Vellasco |
| 2012 | ICAISC | Speeding Up the Training of Neural Networks with CUDA Technology. | Daniel Salles Chevitarese, Dilza Szwarcman, Marley M. B. R. Vellasco |
| 2012 | IPMU | Modified Net Present Value under Uncertainties: An Approach Based on Fuzzy Numbers and Interval Arithmetic. | Antonio Carlos Sampaio Filho, Marley M. B. R. Vellasco, Ricardo Tanscheit |
| 2011 | IJCNN | Modeling the young modulus of nanocomposites: A neural network approach. | Leandro F. Cupertino, Omar Paranaiba Vilela Neto, Marco Aurlio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Jose Roberto d'Almeida |
| 2010 | ICANN | Classification of Voice Aging Using Parameters Extracted from the Glottal Signal. | Leonardo Alfredo Forero Mendoza, Edson Cataldo, Marley M. B. R. Vellasco, Marco Silva |
| 2008 | ICONIP | Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification with Feature Selection. | Adriana da Costa F. Chaves, Marley M. B. R. Vellasco, Ricardo Tanscheit |
| 2007 | IJCNN | Power Transformers Diagnosis Using Neural Networks. | Marcela P. Moreira, Leonardo T. B. Santos, Marley M. B. R. Vellasco |
| 2005 | HIS | Fuzzy Rule Extraction from Support Vector Machines. | Adriana da Costa F. Chaves, Marley M. B. R. Vellasco, Ricardo Tanscheit |
| 2005 | HIS | Reinforcement Learning-Hierarchical Neuro-Fuzzy Politree Model for Autonomous Agents - Evaluation in a Multi-Obstacle Environment. | Karla Figueiredo, Luciana C. D. Campos, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco |
| 2005 | HIS | A Neuro-Fuzzy System for Steel Beams Patch Load Prediction. | Elaine T. Fonseca, Pedro C. G. da S. Vellasco, Marley M. B. R. Vellasco, Sebastio A. L. de Andrade |
| 2005 | HIS | Determination of Real Options Value by Monte Carlo Simulation and Fuzzy Numbers. | Juan G. Lazo Lazo, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco |
| 2005 | IWANN | Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents. | Karla Figueiredo, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco |
| 2005 | IWINAC | Cultural Operators for a Quantum-Inspired Evolutionary Algorithm Applied to Numerical Optimization Problems. | Andr Vargas Abs da Cruz, Marco Aurlio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Carlos R. Hall Barbosa |
| 2004 | ESANN | Data Mining Techniques on the Evaluation of Wireless Churn. | Jorge Ferreira, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco, Carlos R. Hall Barbosa |
| 2004 | HIS | Reinforcement Learning Hierarchical Neuro-Fuzzy Politree Model for Control of Autonomous Agents. | Karla Figueiredo, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco, Flvio Joaquim de Souza |
| 2004 | ICONIP | Quantum-Inspired Evolutionary Algorithms and Its Application to Numerical Optimization Problems. | Andr Vargas Abs da Cruz, Carlos R. Hall Barbosa, Marco Aurlio Cavalcanti Pacheco, Marley M. B. R. Vellasco |
| 2003 | IJCNN | Neural smoothing transition coefficients for nonlinear processes in mean and variance. | Maria Luzia F. Velloso, Marley M. B. R. Vellasco, Marco A. P. Cavalcante, Cristiano C. Fernandes |
| 2003 | IWANN | Hierarchical Neuro-Fuzzy Systems. | Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco, Karla Figueiredo |
| 2003 | IWANN | Multiple MLP Neural Networks Applied on the Determination of Segment Limits in ECG Signals. | A. Wolf, Carlos R. Hall Barbosa, Elisabeth Costa Monteiro, Marley M. B. R. Vellasco |
| 2001 | CEC | The energy minimization method: a multiobjective fitness evaluation technique and its application to the production scheduling in a petroleum refinery. | Mayron Rodrigues de Almeida, Silvio Hamacher, Marco Aurlio Cavalcanti Pacheco, Marley M. B. R. Vellasco |
| 2001 | IWANN | The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting. | Flvio Joaquim de Souza, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco |
| 2001 | WSCG | An Application of Combined Neural Networks to Remotely Sensed Images. | Rafael Valle dos Santos, Marley M. B. R. Vellasco, Raul Queiroz Feitosa, Margareth Simes, Ricardo Tanscheit |
| 1999 | IWANN | Mobile Robot Path Planning Using Genetic Algorithms. | Carlos E. Thomaz, Marco Aurlio Cavalcanti Pacheco, Marley M. B. R. Vellasco |
| 1995 | IWANN | Short Term Load Forecasting Using Neural Nets. | Ricardo Salem Zebulum, Karla Guedes, Marley M. B. R. Vellasco, Marco Aurlio Cavalcanti Pacheco |
| 1993 | IWANN | The | Marley M. B. R. Vellasco, Philip C. Treleaven |