Evolving Neural Fuzzy Network with Adaptive Feature Selection. - Alisson Marques Silva; Walmir Matos Caminhas; André Paim Lemos; Fernando A. C. Gomide (ICMLA (2), 2012)

Real-time nonlinear modeling of a twin rotor MIMO system using evolving neuro-fuzzy network. - Alisson Marques Silva; Walmir M. Caminhas; André Paim Lemos; Fernando A. C. Gomide (CICA, 2014)

A fast learning algorithm for evolving neo-fuzzy neuron. - Alisson Marques Silva; Walmir M. Caminhas; André Paim Lemos; Fernando A. C. Gomide (Appl. Soft Comput., 2014)

Adaptive Input Selection and Evolving Neural Fuzzy Networks Modeling. - Alisson Marques Silva; Walmir M. Caminhas; André P. Lemos; Fernando A. C. Gomide (Int. J. Comput. Intell. Syst., 2015)

A Ranking Approach for Probe Selection and Classification of Microarray Data with Artificial Neural Networks. - Alexandre Wagner Chagas Faria; Alisson Marques da Silva; Thiago de Souza Rodrigues; Marcelo Azevedo Costa; Antônio de Pádua Braga (J. Comput. Biol., 2015)

MILKDE: A new approach for multiple instance learning based on positive instance selection and kernel density estimation. - Alexandre W. C. Faria; Frederico Gualberto F. Coelho; Alisson Marques da Silva; Honovan P. Rocha; Gustavo Matheus de Almeida; André P. Lemos; Antônio P. Braga (Eng. Appl. Artif. Intell., 2017)

Antivírus dotado de Rede Neural Artificial visando Detectar Malwares Preventivamente. - Sidney Marlon Lopes de Lima; Heverton Kleidson de Lima Silva; João Henrique da Silva Luz; Samuel Lopes de Paula Silva; Hercília Juliana do Nascimento Lima; Anna Beatriz Augusta de Andrade; Alisson Marques da Silva (Braz. J. Inf. Syst., 2018)

New Fuzzy Approaches to Cryptocurrencies Investment Recommendation Systems. - Vinícius Luiz Amaral; Emmanuel Tavares F. Affonso; Alisson Marques Silva; Gray Farias Moita; Paulo Eduardo Maciel de Almeida (IFSA/NAFIPS, 2019)

Evolving Fuzzy System with Multivariable Gaussian Participatory Learning and Recursive Maximum Correntropy - eFCE. - Fernanda P. S. Rodrigues; Alisson Marques Silva; André Paim Lemos (FUZZ-IEEE, 2021)

A straightforward feature selection method based on mean ratio for classifiers. - Emmanuel Tavares F. Affonso; Alisson Marques Silva; Gray Farias Moita; Rodrigo Tomás Nogueira Cardoso (Intell. Decis. Technol., 2021)

Multi-gene genetic programming to building up fuzzy rule-base in Neo-Fuzzy-Neuron networks. - Glender Brás; Alisson Marques Silva; Elizabeth Fialho Wanner (J. Intell. Fuzzy Syst., 2021)

Artificial intelligence-based antivirus in order to detect malware preventively. - Sidney M. L. de Lima; Heverton K. de L. Silva; João H. da S. Luz; Hercília J. do N. Lima; Samuel L. de P. Silva; Anna B. A. de Andrade; Alisson Marques da Silva (Prog. Artif. Intell., 2021)

A simple and efficient incremental missing data imputation method for evolving neo-fuzzy network. - Giovanni Amormino da Silva Júnior; Alisson Marques da Silva (Evol. Syst., 2022)

Evolving fuzzy predictor with multivariable Gaussian participatory learning and multi-innovations recursive weighted least squares: eFMI. - Fernanda P. S. Rodrigues; Alisson Marques Silva; André Paim Lemos (Evol. Syst., 2022)

ProRobot: An Experience Report of an Introduction to Programming and Robotics Course. - Thabatta Moreira Alves De Araújo; Anderson Ribeiro De Oliveira Santos Silva; Alisson Marques da Silva; Eduardo Habib Bechelane Maia; Michel Pires Da Silva (LARS/SBR/WRE, 2023)

An incremental approach to forecasting and classification of taxi demand based on evolving fuzzy systems. - Luís Fernando Linhares; Alisson Marques da Silva; Magali Rezende Gouvêa Meireles (J. Intell. Fuzzy Syst., 2023)

Evolving Fuzzy Systems in Taxi Demand Forecasting and Classification. - Luís Fernando Linhares; Alisson Marques Silva (TFSS, 2023)

eFC-Evolving Fuzzy Classifier with Incremental Clustering Algorithm Based on Samples Mean Value. - Emmanuel Tavares; Gray Farias Moita; Alisson Marques Silva (Big Data Cogn. Comput., 2024)

A genetic algorithm for rule extraction in fuzzy adaptive learning control networks. - Glender Brás; Alisson Marques Silva; Elizabeth F. Wanner (Genet. Program. Evolvable Mach., 2024)

eFCMG: an evolving fuzzy classifier with participatory learning and multivariable gaussian for data stream. - Sávio Rodrigues; Alisson Marques da Silva; Paulo Vitor de Campos Souza (Evol. Syst., 2025)

Recursive methods for updating consequent parameters in evolving fuzzy systems: a comprehensive review with computational experiments. - Fernanda P. S. Rodrigues; Alisson Marques Silva (Evol. Syst., 2025)