Karla Figueiredo

According to our database, Karla Figueiredo authored at least 38 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

Comparative Study Between Q-NAS and Traditional CNNs for Brain Tumor Classification.

Fabio H. Cardoso, Marley M. B. R. Vellasco, Karla Figueiredo

Proceedings of the Engineering Applications of Neural Networks, 2024

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

Proceedings of the Engineering Applications of Neural Networks, 2024

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., December, 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

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

SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic Segmentation.

Guilherme Carlos, Karla Figueiredo, Abir Hussain, Marley M. B. R. Vellasco

Proceedings of the International Joint Conference on Neural Networks, 2023

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

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

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

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

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, Anderson Rodrigues, Renata Nascimento, Carla Ourofino

Sensors, 2021

Fraud Detection in Social Commerce: combining structured attributes and images.

Apolo Takeshi Arai Batista, Karla Tereza Figueiredo, Ronaldo Ribeiro Goldschmidt

Proceedings of the SBSI 2021: XVII Brazilian Symposium on Information Systems, Uberlândia, Brazil, June 7, 2021

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

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

A Portable Fuzzy Driver Drowsiness Estimation System.

Alimed Celecia Ramos, Karla Figueiredo, Marley M. B. R. Vellasco, René González Hernandez

Sensors, 2020

Prototype of Robotic Device for Mobility Assistance for the Elderly in Urban Environments.

Daniel Leite, Karla Figueiredo, Marley M. B. R. Vellasco

Sensors, 2020

2019

Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms.

René González Hernandez, Marley M. B. R. Vellasco, Karla Figueiredo

Proceedings of the Genetic and Evolutionary Computation Conference, 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

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 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

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

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

Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

2016

Robotic device for mobility assistance to elderly people in urban environments.

Daniel Leite, Marley M. B. R. Vellasco, Karla Figueiredo

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

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

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

Magnetorheological Damper Control in a Leg Prosthesis Mechanical.

César H. Valencia, Marley M. B. R. Vellasco, Ricardo Tanscheit, Karla T. Figueiredo

Proceedings of the Robot Intelligence Technology and Applications 3, 2014

2013

Trajectory Tracking Control Using Echo State Networks for the CoroBot's Arm.

César H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo

Proceedings of the Robot Intelligence Technology and Applications 2, 2013

2012

Comparative Analysis of Arm Control Performance Using Computational Intelligence.

César H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo

Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

2010

Methods for acceleration of learning process of Reinforcement Learning Neuro-Fuzzy Hierarchical Politree model.

Fabio Martins, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco

Proceedings of the Autonomous and Intelligent Systems - First International Conference, 2010

2009

Hierarchical Neuro-Fuzzy Systems Part II.

Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo, Flávio Joaquim de Souza

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Hierarchical Neuro-Fuzzy Systems Part I.

Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo, Flávio Joaquim de Souza

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 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

Proceedings of the International Joint Conference on Neural Networks, 2009

A Neuro-fuzzy System for Fraud Detection in Electricity Distribution.

Cyro Muniz, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit, Karla Figueiredo

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008

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

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007

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

Proceedings of the New Trends in Applied Artificial Intelligence, 2007

2005

Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents.

Karla Figueiredo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

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

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004

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

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

2003

Hierarchical Neuro-Fuzzy Systems.

Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003