Marley M. B. R. Vellasco

181 papers A 1B 33C 15Misc 5Journal 67Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bidirectional unsupervised probabilistic data generation with self-organizing maps for the geoenergy industry. Neurocomputing Rewbenio A. Frota, Guilherme A. Barreto, Marley M. B. R. Vellasco, Candida Menezes de Jesus
2026	J	`jnl`	Towards out-of-distribution detection using gradient vectors. Neural Networks Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral
2025	—	`conf`	Enhanced Quantum-Inspired Neural Architecture Search with Adaptive Pre-trained Backbone Integration. BRACIS (1) Diego Páez Ardila, Thiago M. Carvalho, Santiago Vasquez, Fabio H. Cardoso, Karla Figueiredo, Marley M. B. R. Vellasco
2025	J	`jnl`	Exploring distribution-based approaches for out-of-distribution detection in deep learning models. Neural Comput. Appl. Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral
2025	B	`conf`	Using Language Models for Extracting Legal Decisions from Portuguese Consumer Law Texts. IJCNN Santiago Vasquez, Thiago M. Carvalho, Diego Páez Ardila, João Verçosa, Eduardo Ramos, Alimed Celecia Ramos, Isabella Zalcberg Frajhof, Ana Lara Mangeth, Maria Julia de Lima, Karla Figueiredo, Meyer Nigri, Marley M. B. R. Vellasco
2025	—	`conf`	e-AutoMFIS2: A Multi-Objective Fuzzy Model for Interpretable Multivariate Time Series Forecasting. FUZZ Diego Silva, Marley M. B. R. Vellasco, Thiago M. Carvalho
2024	J	`jnl`	Acknowledging Volunteers Associated With 2023 IEEE CIS Conference Management [Society Briefs]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Steven M. Corns
2024	C	`conf`	Comparative Study Between Q-NAS and Traditional CNNs for Brain Tumor Classification. EANN Fabio H. Cardoso, Marley M. B. R. Vellasco, Karla Figueiredo
2024	B	`conf`	Heteroassociative Mapping with Self-Organizing Maps for Probabilistic Multi-output Prediction. IJCNN Rewbenio A. Frota, Marley M. B. R. Vellasco, Guilherme A. Barreto, Candida Menezes de Jesus
2024	C	`conf`	Machine Learning Modeling to Provide Assistance to Basketball Coaches. EANN Eduardo Véras Argento, Marley M. B. R. Vellasco, José Franco Machado do Amaral, Karla Figueiredo, Meyer Nigri
2024	—	`conf`	New Cloth Unto an Old Garment: SOM for Regeneration Learning. WSOM+ Rewbenio A. Frota, Guilherme A. Barreto, Marley M. B. R. Vellasco, Candida Menezes de Jesus
2024	—	`conf`	Remaining Useful Life Prediction of Turbofan Engines with Fuzzy Systems. LA-CCI Marcelo Aguiar, Marley M. B. R. Vellasco, Ricardo Tanscheit, Manoela Kohler, Marco Aurélio Pacheco
2023	—	`conf`	A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion Classification. BRACIS (2) Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral, Karla Figueiredo
2023	—	`conf`	A Feature-Driven Approach to Identifying Unseen Pathologies in Skin Lesion Classification. CAI Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral
2023	J	`jnl`	A Fuzzy-Based Multi-objective Optimization Applied to Analog Circuits for Fuzzy Systems. SN Comput. Sci. Pedro H. G. Coelho, José F. M. do Amaral, Thiago M. Carvalho, Marley M. B. R. Vellasco
2023	—	`conf`	A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming. GECCO Companion Cristiane Salgado Pereira, Douglas Mota Dias, Luis Martí, Marley M. B. R. Vellasco
2023	J	`jnl`	Acknowledging Volunteers Associated With 2022 IEEE CIS Conference Management [Conference Reports] [Society Briefs]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Gary B. Fogel
2023	J	`jnl`	Automatic generation of fuzzy inference systems for multivariate time series forecasting. Fuzzy Sets Syst. Thiago M. Carvalho, Marley M. B. R. Vellasco, José Franco Machado do Amaral
2023	J	`jnl`	Conference Calendar [Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Leandro L. Minku
2023	J	`jnl`	Conference Calendar [Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Liyan Song
2023	J	`jnl`	Conference Calendar [Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Liyan Song
2023	J	`jnl`	Echo State Networks: Novel reservoir selection and hyperparameter optimization model for time series forecasting. Neurocomputing César H. Valencia, Marley M. B. R. Vellasco, Karla Figueiredo
2023	C	`conf`	Gaussian-Based Approach for Out-of-Distribution Detection in Deep Learning. EANN Thiago M. Carvalho, Marley M. B. R. Vellasco, José Franco Machado do Amaral
2023	—	`conf`	Hybrid Fuzzy Genetic Method to Evolve PID Analog Circuits. ICEIS (Revised Selected Papers 1) Pedro H. G. Coelho, José Franco Machado do Amaral, Thiago M. Carvalho, Marley M. B. R. Vellasco
2023	B	`conf`	Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting Methods. IJCNN Abdollah Masoud Darya, Ilias Fernini, Marley M. B. R. Vellasco, Abir Hussain
2023	J	`jnl`	Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting Methods. CoRR Abdollah Masoud Darya, Ilias Fernini, Marley M. B. R. Vellasco, Abir Hussain
2023	B	`conf`	Out-of-Distribution Detection in Deep Learning Models: A Feature Space-Based Approach. IJCNN Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral
2023	B	`conf`	SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic Segmentation. IJCNN Guilherme Carlos, Karla Figueiredo, Abir Hussain, Marley M. B. R. Vellasco
2022	B	`conf`	Acceptance and Perception of Covid-19 Vaccination for Children. IJCNN Wasiq Khan, Bilal Muhammed Khan, Luke K. Topham, Salwa Yasen, Ahmed Al-Dahiri, Hoshang Kolivand, Marley M. B. R. Vellasco, Abir Hussain
2022	—	`conf`	Applied Enhanced Q-NAS for COVID-19 Detection in CT Images. AII Julia Noce, Gianella Chantong, Gustavo Jauregui, Roberto Mogami, Alexandra Monteiro, Karla Figueiredo, Marley M. B. R. Vellasco
2022	—	`conf`	Comparative Study of PID, DMC, and Fuzzy PD+I Controllers in a Control Laboratory Kit. LA-CCI Diego Páez Ardila, Diana Martínez Reyes, Cesar Hernando Valencia Niño, Ricardo Tanscheit, Marley M. B. R. Vellasco
2022	J	`jnl`	Conference Calendar. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Leandro L. Minku
2022	J	`jnl`	Evolved explainable classifications for lymph node metastases. Neural Networks Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva
2022	J	`jnl`	Quantum-inspired evolutionary algorithm applied to neural architecture search. Appl. Soft Comput. Daniela Szwarcman, Daniel Civitarese, Marley M. B. R. Vellasco
2022	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Leandro L. Minku
2022	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Leandro L. Minku
2022	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Leandro L. Minku
2021	J	`jnl`	A New Model to Distinguish Railhead Defects Based on Set-Membership Type-2 Fuzzy Logic System. Int. J. Fuzzy Syst. Eduardo P. de Aguiar, Thiago E. Fernandes, Fernando M. de A. Nogueira, Daniel Discini Silveira, Marley M. B. R. Vellasco, Moisés Vidal Ribeiro
2021	J	`jnl`	Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan Classifiers. Sensors Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva
2021	—	`conf`	Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability. MICCAI (3) Mara Graziani, Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva, Henning Müller, Vincent Andrearczyk
2021	J	`jnl`	Special issue on Recent Advances in Computational Intelligence and Cognitive Systems (RACICS). Cogn. Syst. Res. Jaouad Boumhidi, El Habib Nfaoui, Hani Hagras, Marley M. B. R. Vellasco
2021	J	`jnl`	Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool. Sensors Alimed Celecia Ramos, Karla Figueiredo, Carlos R. Hall Barbosa, Marley M. B. R. Vellasco, Edwin German Maldonado Tavara, Marco Silva, Anderson Rodrigues, Renata Nascimento, Carla Ourofino
2021	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco
2021	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco
2021	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco
2021	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco, Leandro L. Minku
2020	C	`conf`	A Monetary Policy Strategy Based on Genetic Algorithms and Neural Networks. EANN Talitha F. Speranza, Ricardo Tanscheit, Marley M. B. R. Vellasco
2020	J	`jnl`	A Portable Fuzzy Driver Drowsiness Estimation System. Sensors Alimed Celecia Ramos, Karla Figueiredo, Marley M. B. R. Vellasco, René González Hernandez
2020	—	`conf`	Approximate Explanations for Classification of Histopathology Patches. PKDD/ECML Workshops Iam Palatnik de Sousa, Marley M. B. R. Vellasco, Eduardo Costa da Silva
2020	B	`conf`	Chaotic Quantum-inspired Evolutionary Algorithm: enhancing feature selection in BCI. CEC Alimed Celecia Ramos, Marley M. B. R. Vellasco
2020	J	`jnl`	IEEE CIS VP-Conferences Vision Statement [Society Briefs]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco
2020	J	`jnl`	IEEE DSAA-The IEEE Flagship Conference in Data Science [Society Briefs]. IEEE Comput. Intell. Mag. Longbing Cao, Marley M. B. R. Vellasco
2020	B	`conf`	Investigating Optimal Regimes for Prediction in the Stock Market. CEC Rodrigo Corbelli, Marley M. B. R. Vellasco, Álvaro Veiga
2020	J	`jnl`	Neuroevolutionary learning in nonstationary environments. Appl. Intell. Tatiana Escovedo, Adriano S. Koshiyama, André Vargas Abs da Cruz, Marley M. B. R. Vellasco
2020	J	`jnl`	Prototype of Robotic Device for Mobility Assistance for the Elderly in Urban Environments. Sensors Daniel Leite, Karla Figueiredo, Marley M. B. R. Vellasco
2020	J	`jnl`	Quantum-Inspired Genetic Programming Algorithm for the Crude Oil Scheduling of a Real-World Refinery. IEEE Syst. J. Cristiane Salgado Pereira, Douglas Mota Dias, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, André Vargas Abs da Cruz, Estefane Horn Hollmann
2020	J	`jnl`	SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated Optimization. IEEE Syst. J. Manoela Kohler, Marley M. B. R. Vellasco, Eugênio Silva, Karla Figueiredo
2020	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco
2020	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco
2020	J	`jnl`	[Conference Calendar]. IEEE Comput. Intell. Mag. Marley M. B. R. Vellasco
2019	—	`conf`	Automatic Generation of a Type-2 Fuzzy System for Time Series Forecast based on Genetic Programming. EUSFLAT Conf. Marco Antonio Cunha Ferreira, Ricardo Tanscheit, Marley M. B. R. Vellasco
2019	J	`jnl`	Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspective. WIREs Data Mining Knowl. Discov. Adriano S. Koshiyama, Ricardo Tanscheit, Marley M. B. R. Vellasco
2019	J	`jnl`	Classifying Periodic Astrophysical Phenomena from non-survey optimized variable-cadence observational data. Expert Syst. Appl. Paul R. McWhirter, Abir Hussain, Dhiya Al-Jumeily, Iain A. Steele, Marley M. B. R. Vellasco
2019	C	`conf`	Comparative Study of Computer Vision Models for Insect Pest Identification in Complex Backgrounds. DeSE Gabriel Lins Tenório, Felipe F. Martins, Thiago M. Carvalho, Antonio Candea Leite, Karla Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls
2019	C	`conf`	Design and Development of an Autonomous Mobile Robot for Inspection of Soy and Cotton Crops. DeSE 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	B	`conf`	Ideal neighbourhood mask for speech enhancement using deep neural networks. IJCNN Christian Arcos, Marley M. B. R. Vellasco, Abraham Alcaim
2019	C	`conf`	On the Intelligent Control Design of an Agricultural Mobile Robot for Cotton Crop Monitoring. DeSE Adalberto I. S. Oliveira, Thiago M. Carvalho, Felipe F. Martins, Antonio Candea Leite, Karla T. Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls
2019	J	`jnl`	PSO+: A new particle swarm optimization algorithm for constrained problems. Appl. Soft Comput. Manoela Kohler, Marley M. B. R. Vellasco, Ricardo Tanscheit
2019	—	`conf`	Q-NAS Revisited: Exploring Evolution Fitness to Improve Efficiency. BRACIS Daniela Szwarcman, Daniel Civitarese, Marley M. B. R. Vellasco
2019	B	`conf`	Quantum-Inspired Neural Architecture Search. IJCNN Daniela Szwarcman, Daniel Civitarese, Marley M. B. R. Vellasco
2019	J	`jnl`	Quantum-inspired evolutionary multi-objective fuzzy classifier with real and categorical representation. J. Intell. Fuzzy Syst. Waldir Nunes, Marley M. B. R. Vellasco, Ricardo Tanscheit
2019	A	`conf`	Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms. GECCO René González Hernandez, Marley M. B. R. Vellasco, Karla Figueiredo
2019	B	`conf`	SENFIS - Selected Ensemble of Fuzzy Inference Systems. FUZZ-IEEE Errison Alves, Ricardo Tanscheit, Marley M. B. R. Vellasco
2019	J	`jnl`	User Experience Evaluation Using Mouse Tracking and Artificial Intelligence. IEEE Access Kennedy Edson Silva de Souza, Marcos César da Rocha Seruffo, Harold D. de Mello Jr., Daniel da S. Souza, Marley M. B. R. Vellasco
2018	B	`conf`	A Biased Random-Key Genetic Algorithm for the Rescue Unit Allocation and Scheduling Problem. CEC Victor Cunha, Luciana S. Pessoa, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco
2018	J	`jnl`	A unified solution in fuzzy capital budgeting. Expert Syst. Appl. Antonio Carlos Sampaio Filho, Marley M. B. R. Vellasco, Ricardo Tanscheit
2018	J	`jnl`	Conference Report on 2018 IEEE World Congress on Computational Intelligence (IEEE WCCI 2018) [Conference Reports]. IEEE Comput. Intell. Mag. Pablo A. Estévez, Marley M. B. R. Vellasco
2018	—	`conf`	Crude oil refinery scheduling: addressing a real-world multiobjective problem through genetic programming and dominance-based approaches. GECCO (Companion) Cristiane Salgado Pereira, Douglas Mota Dias, Marley M. B. R. Vellasco, Francisco Henrique F. Viana, Luis Martí
2018	J	`jnl`	DetectA: abrupt concept drift detection in non-stationary environments. Appl. Soft Comput. Tatiana Escovedo, Adriano S. Koshiyama, André Vargas Abs da Cruz, Marley M. B. R. Vellasco
2018	—	`conf`	Modified Methods of Capital Budgeting Under Uncertainties: An Approach Based on Fuzzy Numbers and Interval Arithmetic. IPMU (1) Antonio Carlos de Souza Sampaio Filho, Marley M. B. R. Vellasco, Ricardo Tanscheit
2018	B	`conf`	Quantum-Inspired Optimization of Echo State Networks Applied to System Identification. CEC Paulo R. M. Paiva, Marley M. B. R. Vellasco, José F. M. do Amaral
2018	B	`conf`	Quantum-inspired Evolutionary Algorithm for Feature Selection in Motor Imagery EEG Classification. CEC Alimed Celecia Ramos, Marley M. B. R. Vellasco
2017	—	`ed.`	Advances in Big Data - Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece INNS Conference on Big Data Plamen Angelov, Yannis Manolopoulos, Lazaros S. Iliadis, Asim Roy, Marley M. B. R. Vellasco
2017	B	`conf`	Computing derivatives in interval type-2 fuzzy logic systems trained by steepest descent method for fault classification in a switch machine. FUZZ-IEEE Eduardo P. de Aguiar, Renan P. F. Amaral, Marley M. B. R. Vellasco, Moisés Vidal Ribeiro
2017	B	`conf`	Ensemble of classifiers applied to motor imagery task classification for BCI applications. IJCNN Alimed Celecia Ramos, René González Hernandez, Marley M. B. R. Vellasco, Pedro C. G. da S. Vellasco
2017	B	`conf`	Feature importance calculation and protein quality assessment on the decoy discrimination problem. IJCNN Edwin German Maldonado Tavara, Marley M. B. R. Vellasco, Bruno A. C. Horta, Fábio L. Custódio
2017	B	`conf`	Neural network nonlinear plant identification as a tool in intelligent controller design. IJCNN Dinart Duarte Braga, Ricardo Tanscheit, Marley M. B. R. Vellasco
2017	J	`jnl`	Porosity estimation by semi-supervised learning with sparsely available labeled samples. Comput. Geosci. Luiz Alberto Lima, Nico Görnitz, Luiz Eduardo Varella, Marley M. B. R. Vellasco, Klaus-Robert Müller, Shinichi Nakajima
2017	J	`jnl`	Quantum inspired evolutionary algorithm for ordering problems. Expert Syst. Appl. Luciano R. Silveira, Ricardo Tanscheit, Marley M. B. R. Vellasco
2017	J	`jnl`	Set-Membership Type-1 Fuzzy Logic System Applied to Fault Classification in a Switch Machine. IEEE Trans. Intell. Transp. Syst. Eduardo P. de Aguiar, Fernando M. de A. Nogueira, Marley M. B. R. Vellasco, Moisés Vidal Ribeiro
2017	B	`conf`	The classification of periodic light curves from non-survey optimized observational data through automated extraction of phase-based visual features. IJCNN Paul R. McWhirter, Iain A. Steele, Dhiya Al-Jumeily, Abir Hussain, Marley M. B. R. Vellasco
2016	—	`ch.`	A Novel Genetic Fuzzy System for Regression Problems. Fuzzy Technology Adriano S. Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit
2016	B	`conf`	AutoMFIS: Fuzzy Inference System for multivariate time series forecasting. FUZZ-IEEE Julio Ribeiro Coutinho, Ricardo Tanscheit, Marley M. B. R. Vellasco, Adriano S. Koshiyama
2016	—	`conf`	Automatic Synthesis of Fuzzy Inference Systems for Classification. IPMU (1) Jorge Paredes, Ricardo Tanscheit, Marley M. B. R. Vellasco, Adriano S. Koshiyama
2016	J	`jnl`	EANN 2014: a fuzzy logic system trained by conjugate gradient methods for fault classification in a switch machine. Neural Comput. Appl. Eduardo 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 Vidal Ribeiro
2016	J	`jnl`	Evolutionary algorithms and elliptical copulas applied to continuous optimization problems. Inf. Sci. Harold Dias de Mello Junior, Luis Martí, André Vargas Abs da Cruz, Marley M. B. R. Vellasco
2016	—	`conf`	Feature Selection methods applied to Motor Imagery task classification. LA-CCI Alimed Celecia Ramos, René González Hernandez, Marley M. B. R. Vellasco
2016	J	`jnl`	Neuro-genetic system for optimization of GMI samples sensitivity. Neural Networks A. C. O. Pitta Botelho, Marley M. B. R. Vellasco, Carlos R. Hall Barbosa, Eduardo Costa da Silva
2016	B	`conf`	PSO+: A nonlinear constraints-handling particle swarm optimization. CEC Manoela Kohler, Leonardo Forero, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco
2016	—	`conf`	Polarity classification on web-based reviews using Support Vector Machine. LA-CCI Renato S. C. da Rocha, Leonardo Forero, Harold Dias de Mello, Manoela Kohler, Marley M. B. R. Vellasco
2016	—	`conf`	RandomFIS: A Fuzzy Classification System for Big Datasets. INNS Conference on Big Data Oscar Samudio, Marley M. B. R. Vellasco, Ricardo Tanscheit, Adriano S. Koshiyama
2016	—	`conf`	Robotic device for mobility assistance to elderly people in urban environments. LA-CCI Daniel Leite, Marley M. B. R. Vellasco, Karla Figueiredo
2016	B	`conf`	SMS-EDA-MEC: Extending Copula-based EDAs to multi-objective optimization. CEC Luis Martí, Harold D. de Mello Jr., Nayat Sánchez-Pi, Marley M. B. R. Vellasco
2015	—	`conf`	A Multi-gene Genetic Programming Fuzzy Inference System for Regression Problems. IFSA-EUSFLAT Adriano S. Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit
2015	C	`conf`	Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm. EANN Glauco Martins, Marley M. B. R. Vellasco, Roberto Schirru, Pedro C. G. da S. Vellasco
2015	B	`conf`	Development of a fuzzy rule-based system using Genetic Programming for Forecasting problems. FUZZ-IEEE Adriano S. Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit
2015	J	`jnl`	GPFIS-CLASS: A Genetic Fuzzy System based on Genetic Programming for classification problems. Appl. Soft Comput. Adriano S. Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit
2015	B	`conf`	Introduction to CircuitML: Modeling Local Processing Units in the drosophila brain. IJCNN Daniel Salles Chevitarese, Dilza Szwarcman, Marley M. B. R. Vellasco
2015	J	`jnl`	Neural Expert Weighting: A NEW framework for dynamic forecast combination. Expert Syst. Appl. Rafael de O. Valle dos Santos, Marley M. B. R. Vellasco
2015	—	`conf`	Quantum-Inspired Features and Parameter Optimization of Spiking Neural Networks for a Case Study from Atmospheric. INNS Conference on Big Data Marcelo C. Cardoso, Marco Silva, Marley M. B. R. Vellasco, Edson Cataldo
2014	C	`conf`	Classification of Events in Switch Machines Using Bayes, Fuzzy Logic System and Neural Network. EANN Eduardo 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, Moisés Vidal Ribeiro, Pedro C. G. da S. Vellasco
2014	J	`jnl`	GPFIS-Control: A Genetic Fuzzy System For Control Tasks. J. Artif. Intell. Soft Comput. Res. Adriano S. Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit
2014	J	`jnl`	Intelligent Multiagent Coordination Based on Reinforcement Hierarchical Neuro-fuzzy Models. Int. J. Neural Syst. Leonardo Forero Mendoza, Marley M. B. R. Vellasco, Karla Figueiredo
2014	—	`conf`	Magnetorheological Damper Control in a Leg Prosthesis Mechanical. RiTA César H. Valencia, Marley M. B. R. Vellasco, Ricardo Tanscheit, Karla T. Figueiredo
2014	J	`jnl`	Multi-agent systems with reinforcement hierarchical neuro-fuzzy models. Auton. Agents Multi Agent Syst. Marcelo França Corrêa, Marley M. B. R. Vellasco, Karla Figueiredo
2014	—	`conf`	Understanding the Treatment of Outliers in Multi-Objective Estimation of Distribution Algorithms. IBERAMIA Luis Martí, Nayat Sánchez-Pi, Marley M. B. R. Vellasco
2013	—	`conf`	A fuzzy-genetic system for rule extraction from support vector machines. IFSA/NAFIPS C. F. F. Carraro, Marley M. B. R. Vellasco, Ricardo Tanscheit
2013	B	`conf`	GPF-CLASS: A Genetic Fuzzy model for classification. IEEE Congress on Evolutionary Computation Adriano S. Koshiyama, Tatiana Escovedo, Douglas Mota Dias, Marley M. B. R. Vellasco, Ricardo Tanscheit
2012	J	`jnl`	Automatic parameters selection in machine learning. Neurocomputing Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, Marley M. B. R. Vellasco
2012	J	`jnl`	Human Capital valuation and return of investment on corporate education. Expert Syst. Appl. Nelson R. de Albuquerque, Marley M. B. R. Vellasco, Johnathan Mun, Thomas J. Housel
2012	B	`conf`	Hybrid recommendation system based on collaborative filtering and fuzzy numbers. FUZZ-IEEE Miguel A. G. Pinto, Ricardo Tanscheit, Marley M. B. R. Vellasco
2012	—	`conf`	Modified Net Present Value under Uncertainties: An Approach Based on Fuzzy Numbers and Interval Arithmetic. IPMU (4) Antonio Carlos Sampaio Filho, Marley M. B. R. Vellasco, Ricardo Tanscheit
2012	B	`conf`	Quantum-inspired genetic algorithms applied to ordering combinatorial optimization problems. IEEE Congress on Evolutionary Computation Luciano R. Silveira, Ricardo Tanscheit, Marley M. B. R. Vellasco
2012	—	`conf`	Speeding Up the Training of Neural Networks with CUDA Technology. ICAISC (1) Daniel Salles Chevitarese, Dilza Szwarcman, Marley M. B. R. Vellasco
2011	B	`conf`	Modeling the young modulus of nanocomposites: A neural network approach. IJCNN Leandro F. Cupertino, Omar Paranaiba Vilela Neto, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Jose Roberto d'Almeida
2010	—	`conf`	Classification of Voice Aging Using Parameters Extracted from the Glottal Signal. ICANN (3) Leonardo Alfredo Forero Mendoza, Edson Cataldo, Marley M. B. R. Vellasco, Marco Silva
2010	J	`jnl`	Special issue for the SBRN Guest Editorial. Neurocomputing Marley M. B. R. Vellasco, Marcílio Carlos Pereira de Souto, André Carlos Ponce de Leon Ferreira de Carvalho
2009	—	`conf`	A New Model for Credit Approval Problems: A Quantum-inspired Neuro-evolutionary Algorithm with Binary-real Representation. NaBIC Anderson G. de Pinho, Marley M. B. R. Vellasco, André Vargas Abs da Cruz
2008	J	`jnl`	A neuro-fuzzy evaluation of steel beams patch load behaviour. Adv. Eng. Softw. Elaine T. Fonseca, Pedro C. G. da S. Vellasco, Marley M. B. R. Vellasco, Sebastião A. L. de Andrade
2008	—	`conf`	Evolutionary System with Precedence Constraints for Ore Harbor Schedule Optimization. EvoWorkshops André Vargas Abs da Cruz, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2008	—	`conf`	Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification with Feature Selection. ICONIP (2) Adriana da Costa F. Chaves, Marley M. B. R. Vellasco, Ricardo Tanscheit
2007	—	`ch.`	A New Approach to Meta-Evaluation Using Fuzzy Logic. Intelligent Educational Machines Ana Carolina Letichevsky, Marley M. B. R. Vellasco, Ricardo Tanscheit, Reinaldo Castro Souza
2007	C	`conf`	Neural Networks for Inflow Forecasting Using Precipitation Information. IEA/AIE Karla Figueiredo, Carlos R. Hall Barbosa, André Vargas Abs da Cruz, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Roxana Jiménez Conteras
2007	B	`conf`	Power Transformers Diagnosis Using Neural Networks. IJCNN Marcela P. Moreira, Leonardo T. B. Santos, Marley M. B. R. Vellasco
2006	J	`jnl`	Inverted hierarchical neuro-fuzzy BSP system: a novel neuro-fuzzy model for pattern classification and rule extraction in databases. IEEE Trans. Syst. Man Cybern. Syst. Luciana Brugiolo Gonçalves, Marley M. B. R. Vellasco, Marco Aurélio Pacheco, Flávio Joaquim de Souza
2006	J	`jnl`	Special issue: Hybrid intelligent systems in ensembles. Int. J. Hybrid Intell. Syst. Marley M. B. R. Vellasco, Fernando A. C. Gomide
2006	—	`conf`	Using Neural Networks to Evaluate the Effectiveness of a new Seismic Fault Attribute. SBRN Marcos Machado, Marley M. B. R. Vellasco, Pedro Mario Silva, Marcelo Gattass
2005	C	`conf`	A Neuro-Fuzzy System for Steel Beams Patch Load Prediction. HIS Elaine T. Fonseca, Pedro C. G. da S. Vellasco, Marley M. B. R. Vellasco, Sebastião A. L. de Andrade
2005	—	`conf`	Cultural Operators for a Quantum-Inspired Evolutionary Algorithm Applied to Numerical Optimization Problems. IWINAC (2) André Vargas Abs da Cruz, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Carlos R. Hall Barbosa
2005	C	`conf`	Determination of Real Options Value by Monte Carlo Simulation and Fuzzy Numbers. HIS Juan G. Lazo Lazo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2005	C	`conf`	Fuzzy Rule Extraction from Support Vector Machines. HIS Adriana da Costa F. Chaves, Marley M. B. R. Vellasco, Ricardo Tanscheit
2005	Misc	`conf`	Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents. IWANN Karla Figueiredo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2005	C	`conf`	Reinforcement Learning-Hierarchical Neuro-Fuzzy Politree Model for Autonomous Agents - Evaluation in a Multi-Obstacle Environment. HIS Karla Figueiredo, Luciana C. D. Campos, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2004	B	`conf`	Data Mining Techniques on the Evaluation of Wireless Churn. ESANN Jorge Ferreira, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Carlos R. Hall Barbosa
2004	B	`conf`	Quantum-Inspired Evolutionary Algorithms and Its Application to Numerical Optimization Problems. ICONIP André Vargas Abs da Cruz, Carlos R. Hall Barbosa, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
2004	C	`conf`	Reinforcement Learning Hierarchical Neuro-Fuzzy Politree Model for Control of Autonomous Agents. HIS Karla Figueiredo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Flávio Joaquim de Souza
2004	—	`conf`	Towards Evolvable Analog Artificial Neural Networks Controllers. Evolvable Hardware José Franco Machado do Amaral, Jorge Luís Machado do Amaral, Cristina Costa Santini, Ricardo Tanscheit, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2003	—	`conf`	Evolvable Building Blocks for Analog Fuzzy Logic Controllers. Evolvable Hardware Jorge Luís Machado do Amaral, José Franco Machado do Amaral, Cristina Costa Santini, Ricardo Tanscheit, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Antonio Carneiro de Mesquita Filho
2003	—	`conf`	Hierarchical Neuro-Fuzzy Systems. IWANN (1) Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo
2003	—	`conf`	Multiple MLP Neural Networks Applied on the Determination of Segment Limits in ECG Signals. IWANN (2) A. Wolf, Carlos R. Hall Barbosa, Elisabeth Costa Monteiro, Marley M. B. R. Vellasco
2003	—	`conf`	Neural Net Ensembles for Lithology Recognition. Multiple Classifier Systems Rafael Valle dos Santos, Marley M. B. R. Vellasco, Fredy Artola, Sérgio da Fontoura
2003	B	`conf`	Neural smoothing transition coefficients for nonlinear processes in mean and variance. IJCNN Maria Luzia F. Velloso, Marley M. B. R. Vellasco, Marco A. P. Cavalcante, Cristiano C. Fernandes
2002	Misc	`conf`	A Goal Definition Assistant Applied to KDD Process. IC-AI Ronaldo R. Goldschmidt, Emmanuel L. P. Passos, Marley M. B. R. Vellasco
2002	—	`conf`	Bayesian Neural Networks on the Inference of Distillation Product Qualit. SBRN Carlos R. Hall Barbosa, B. Melo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, L. P. Vasconcellos
2002	—	`conf`	Evolutionary analog circuit design on a programmable analog multiplexer array. FPT Cristina Costa Santini, José F. M. do Amaral, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Moisés H. Szwarcman
2002	J	`jnl`	Hierarchical neuro-fuzzy quadtree models. Fuzzy Sets Syst. Flávio Joaquim de Souza, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2002	—	`conf`	Lithology Recognition by Neural Network Ensembles. SBIA Rafael Valle dos Santos, Fredy Artola, Sérgio da Fontoura, Marley M. B. R. Vellasco
2002	J	`jnl`	Load forecasting with the Hierarchical Neuro-Fuzzy Binary Space Partitioning Model. Int. J. Comput. Syst. Signals Flávio Joaquim de Souza, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2002	—	`conf`	Towards Evolvable Analog Fuzzy Logic Controllers. Evolvable Hardware José Franco Machado do Amaral, Jorge Luís Machado do Amaral, Cristina Costa Santini, Ricardo Tanscheit, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2001	J	`jnl`	An Adaptive Network Routing Strategy with Temporal Differences. Inteligencia Artif. Yván J. Túpac Valdivia, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2001	Misc	`conf`	An Application of Combined Neural Networks to Remotely Sensed Images. WSCG Rafael Valle dos Santos, Marley M. B. R. Vellasco, Raul Queiroz Feitosa, Margareth Simões, Ricardo Tanscheit
2001	—	`conf`	Pama - Programmable Analog Multiplexer Array. Evolvable Hardware Cristina Costa Santini, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Moisés H. Szwarcman, Ricardo Salem Zebulum
2001	—	`conf`	Repair Of Analog Circuits: Extrinsic And Intrinsic Evolutionary Techniques . Evolvable Hardware Helio Takahiro Sinohara, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
2001	—	`conf`	The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting. IWANN (1) Flávio Joaquim de Souza, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2001	B	`conf`	The energy minimization method: a multiobjective fitness evaluation technique and its application to the production scheduling in a petroleum refinery. CEC Mayron Rodrigues de Almeida, Silvio Hamacher, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
2000	—	`conf`	A Reconfigurable Platform for the Automatic Synthesis of Analog Circuits. Evolvable Hardware Ricardo Salem Zebulum, Cristina Costa Santini, Helio Takahiro Sinohara, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Moisés H. Szwarcman
2000	—	`conf`	Hierarchical Neuro-Fuzzy BSP Model - HNFB. SBRN Flávio Joaquim de Souza, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
2000	—	`conf`	Multiobjective Optimization Techniques: A Study of the Energy Minimization Method and Its Application to the Synthesis of Ota Amplifiers. Evolvable Hardware Milton Jonathan, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Ricardo Salem Zebulum
2000	J	`jnl`	Variable Length Representation in Evolutionary Electronics. Evol. Comput. Ricardo Salem Zebulum, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
1999	—	`conf`	Artificial Evolution of Active Filters: A Case Study. Evolvable Hardware Ricardo Salem Zebulum, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
1999	—	`conf`	Mobile Robot Path Planning Using Genetic Algorithms. IWANN (1) Carlos E. Thomaz, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
1999	—	`conf`	Rule-Evolver: An Evolutionary Approach for Data Mining. RSFDGrC Carlos Lopes, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco, Emmanuel L. P. Passos
1998	—	`conf`	Analog Circuits Evolution in Extrinsic and Intrinsic Modes. ICES Ricardo Salem Zebulum, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
1998	—	`conf`	Evolutionary Systems Applied to the Synthesis of a CPU Controller. SEAL Ricardo Salem Zebulum, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
1998	—	`conf`	Micro Power CMOS Analog Cells. SBCCI Fabio A. Salazar, Júlio C. G. Pimentel, Marco Aurélio Pacheco, Marley M. B. R. Vellasco
1998	—	`conf`	Synthesis of CMOS Operational Amplifiers through Genetic Algorithms. SBCCI Ricardo Salem Zebulum, Marco Aurélio Pacheco, Marley M. B. R. Vellasco
1996	—	`conf`	Evolvable Systems in Hardware Design: Taxonomy, Survey and Applications. ICES Ricardo Salem Zebulum, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
1995	Misc	`conf`	Short Term Load Forecasting Using Neural Nets. IWANN Ricardo Salem Zebulum, Karla Guedes, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
1993	Misc	`conf`	The IWANN Marley M. B. R. Vellasco, Philip C. Treleaven
1992	J	`jnl`	Galatea neural VLSI architectures: Communication and control considerations. Microprocess. Microprogramming Cesare Alippi, Marley M. B. R. Vellasco
1989	J	`jnl`	VLSI architectures for neural networks. IEEE Micro Philip C. Treleaven, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco