Hierarchical Neuro-Fuzzy Systems. - Marley M. B. R. Vellasco; Marco Aurélio Cavalcanti Pacheco; Karla Figueiredo (IWANN (1), 2003)

Reinforcement Learning Hierarchical Neuro-Fuzzy Politree Model for Control of Autonomous Agents. - Karla Figueiredo; Marley M. B. R. Vellasco; Marco Aurélio Cavalcanti Pacheco; Flávio Joaquim de Souza (HIS, 2004)

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 Aurélio Cavalcanti Pacheco (HIS, 2005)

Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents. - Karla Figueiredo; Marley M. B. R. Vellasco; Marco Aurélio Cavalcanti Pacheco (IWANN, 2005)

Neural Networks for Inflow Forecasting Using Precipitation Information. - Karla Figueiredo; Carlos R. Hall Barbosa; André Vargas Abs da Cruz; Marley M. B. R. Vellasco; Marco Aurélio Cavalcanti Pacheco; Roxana Jiménez Conteras (IEA/AIE, 2007)

Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy Systems. - Marcelo França Corrêa; Marley Maria Bernardes Rebuzzi Vellasco; Karla Figueiredo; Pedro C. G. da S. Vellasco (ICONIP (2), 2008)

A Neuro-fuzzy System for Fraud Detection in Electricity Distribution. - Cyro Muniz; Marley Maria Bernardes Rebuzzi Vellasco; Ricardo Tanscheit; Karla Figueiredo (IFSA/EUSFLAT Conf., 2009)

Irregularity detection on low tension electric installations by neural network ensembles. - Cyro Muniz; Karla Figueiredo; Marley Maria Bernardes Rebuzzi Vellasco; Gustavo Chavez; Marco Aurélio Cavalcanti Pacheco (IJCNN, 2009)

Hierarchical Neuro-Fuzzy Systems Part I. - Marley Maria Bernardes Rebuzzi Vellasco; Marco Aurélio Cavalcanti Pacheco; Karla Figueiredo; Flávio Joaquim de Souza (Encyclopedia of Artificial Intelligence, 2009)

Hierarchical Neuro-Fuzzy Systems Part II. - Marley Maria Bernardes Rebuzzi Vellasco; Marco Aurélio Cavalcanti Pacheco; Karla Figueiredo; Flávio Joaquim de Souza (Encyclopedia of Artificial Intelligence, 2009)

Methods for acceleration of learning process of Reinforcement Learning Neuro-Fuzzy Hierarchical Politree model. - Fabio Martins; Karla Figueiredo; Marley Maria Bernardes Rebuzzi Vellasco (AIS, 2010)

Comparative Analysis of Arm Control Performance Using Computational Intelligence. - César H. Valencia; Marley Maria Bernardes Rebuzzi Vellasco; Karla Figueiredo (RiTA, 2012)

Trajectory Tracking Control Using Echo State Networks for the CoroBot's Arm. - César H. Valencia; Marley Maria Bernardes Rebuzzi Vellasco; Karla Figueiredo (RiTA, 2013)

Magnetorheological Damper Control in a Leg Prosthesis Mechanical. - César H. Valencia; Marley M. B. R. Vellasco; Ricardo Tanscheit; Karla T. Figueiredo (RiTA, 2014)

Multi-agent systems with reinforcement hierarchical neuro-fuzzy models. - Marcelo França Corrêa; Marley M. B. R. Vellasco; Karla Figueiredo (Auton. Agents Multi Agent Syst., 2014)

Intelligent Multiagent Coordination Based on Reinforcement Hierarchical Neuro-fuzzy Models. - Leonardo Forero Mendoza; Marley M. B. R. Vellasco; Karla Figueiredo (Int. J. Neural Syst., 2014)

Robotic device for mobility assistance to elderly people in urban environments. - Daniel Leite; Marley M. B. R. Vellasco; Karla Figueiredo (LA-CCI, 2016)

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 (DeSE, 2019)

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 (DeSE, 2019)

Comparative Study of Computer Vision Models for Insect Pest Identification in Complex Backgrounds. - Gabriel Lins Tenório; Felipe F. Martins; Thiago M. Carvalho; Antonio Candea Leite; Karla Figueiredo; Marley M. B. R. Vellasco; Wouter Caarls (DeSE, 2019)

Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms. - René González Hernandez; Marley M. B. R. Vellasco; Karla Figueiredo (GECCO, 2019)

Prototype of Robotic Device for Mobility Assistance for the Elderly in Urban Environments. - Daniel Leite; Karla Figueiredo; Marley M. B. R. Vellasco (Sensors, 2020)

A Portable Fuzzy Driver Drowsiness Estimation System. - Alimed Celecia Ramos; Karla Figueiredo; Marley M. B. R. Vellasco; René González Hernandez (Sensors, 2020)

SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated Optimization. - Manoela Kohler; Marley M. B. R. Vellasco; Eugênio Silva; Karla Figueiredo (IEEE Syst. J., 2020)

Multi-omic data integration applied to molecular tumor classification. - Sarah Hannah Alves; Cristovão Antunes de Lanna; Karla Tereza Figueiredo Leite; Mariana Boroni; Marley Maria Bernardes Rebuzzi Vellasco (BIBM, 2021)

Fraud Detection in Social Commerce: combining structured attributes and images. - Apolo Takeshi Arai Batista; Karla Tereza Figueiredo; Ronaldo Ribeiro Goldschmidt (SBSI, 2021)

Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool. - Alimed Celecia Ramos; Karla Figueiredo; Carlos R. Hall Barbosa; Marley M. B. R. Vellasco; Edwin German Maldonado Tavara; Marco Silva 002; Anderson Rodrigues; Renata Nascimento; Carla Ourofino (Sensors, 2021)

Applied Enhanced Q-NAS for COVID-19 Detection in CT Images. - Julia Noce; Gianella Chantong; Gustavo Jauregui; Roberto Mogami; Alexandra Monteiro; Karla Figueiredo; Marley M. B. R. Vellasco (AII, 2022)

An Evaluation Framework for User Experience Using Eye Tracking, Mouse Tracking, Keyboard Input, and Artificial Intelligence: A Case Study. - Kennedy Edson Silva de Souza; Igor Leonardo Aviz; Harold Dias de Mello; Karla Figueiredo; Marley Maria Bernardes Rebuzzi Vellasco; Fernando Augusto Ribeiro Costa; Marcos César da Rocha Seruffo (Int. J. Hum. Comput. Interact., 2022)

A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion Classification. - Thiago M. Carvalho; Marley M. B. R. Vellasco; José F. M. do Amaral; Karla Figueiredo (BRACIS (2), 2023)

SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic Segmentation. - Guilherme Carlos; Karla Figueiredo; Abir Hussain; Marley M. B. R. Vellasco (IJCNN, 2023)

Words Similarities on Personalities: A Language-Based Generalization Approach for Personality Factors Recognition. - Adriano Madureira Dos Santos; Flávio Rafael Trindade Moura; Lyanh Vinicios Lopes Pinto; André Vinicius Neves Alves; Karla Figueiredo; Fernando Augusto Ribeiro Costa; Marcos César da Rocha Seruffo (IEEE Access, 2023)

Echo State Networks: Novel reservoir selection and hyperparameter optimization model for time series forecasting. - César H. Valencia; Marley M. B. R. Vellasco; Karla Figueiredo (Neurocomputing, 2023)

Machine Learning Applied to COVID-19: A Review of the Initial Pandemic Period. - Leandro Y. Mano; Alesson M. Torres; Andres Giraldo Morales; Carla Cristina P. Cruz; Fabio H. Cardoso; Sarah Hannah Alves; Cristiane O. Faria; Regina Serrão Lanzillotti; Renato Cerceau; Rosa Maria E. da M. da Costa; Karla Figueiredo; Vera Maria Benjamim Werneck (Int. J. Comput. Intell. Syst., 2023)

Machine Learning Modeling to Provide Assistance to Basketball Coaches. - Eduardo Véras Argento; Marley M. B. R. Vellasco; José Franco Machado do Amaral; Karla Figueiredo; Meyer Nigri (EANN, 2024)

Comparative Study Between Q-NAS and Traditional CNNs for Brain Tumor Classification. - Fabio H. Cardoso; Marley M. B. R. Vellasco; Karla Figueiredo (EANN, 2024)

Model for predicting drug resistance based on the clinical profile of tuberculosis patients using machine learning techniques. - Igor W. S. Falcão; Diego Lisboa Cardoso; Albert Einstein Coutinho Dos Santos; Ermínio Augusto Ramos da Paixão; Fernando Augusto Ribeiro Costa; Karla Figueiredo; Saul Carneiro; Marcos César da Rocha Seruffo (PeerJ Comput. Sci., 2024)

Enhanced Carbon Flux Forecasting via STL Decomposition and Hybrid ARIMA-ES-LSTM Model in Amazon Forest. - Jean A. C. Dias; Pedro H. Do V. Guimarães; Williane Gabriele S. Pereira; Leonardo De O. Tamasauskas; Marivan S. Gomes; Alan B. S. Corrêa; Karla Figueiredo; Gilson Costa; Gabriel Brito Costa; Fernando Augusto Ribeiro Costa; Marcos César da Rocha Seruffo (IEEE Access, 2025)

Can Focusing on One Deep Learning Architecture Improve Fault Diagnosis Performance? - João G. Neto; Karla Figueiredo; João B. P. Soares; Amanda L. T. Brandão (J. Chem. Inf. Model., 2025)

A Diagnosis-Based Siamese Network for Fault Detection Through Transfer Learning. - João G. Neto; Karla Figueiredo; João B. P. Soares; Amanda L. T. Brandão (J. Chem. Inf. Model., 2025)