Karla Figueiredo

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 16

Top Topics

Neural Architecture

Semantic Segmentation

Tumor Classification

Multiagent Coordination

Top Venues

Publications

Eduardo Véras Argento, Marley M. B. R. Vellasco, José Franco Machado do Amaral, Karla Figueiredo, Meyer Nigri
Machine Learning Modeling to Provide Assistance to Basketball Coaches. EANN (2024)
Fabio H. Cardoso, Marley M. B. R. Vellasco, Karla Figueiredo
Comparative Study Between Q-NAS and Traditional CNNs for Brain Tumor Classification. EANN (2024)
César H. Valencia, Marley M. B. R. Vellasco, Karla Figueiredo
Echo State Networks: Novel reservoir selection and hyperparameter optimization model for time series forecasting. Neurocomputing 545 (2023)
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
Machine Learning Applied to COVID-19: A Review of the Initial Pandemic Period. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Thiago M. Carvalho, Marley M. B. R. Vellasco, José F. M. do Amaral, Karla Figueiredo
A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion Classification. BRACIS (2) (2023)
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
Words Similarities on Personalities: A Language-Based Generalization Approach for Personality Factors Recognition. IEEE Access 11 (2023)
Guilherme Carlos, Karla Figueiredo, Abir Hussain, Marley M. B. R. Vellasco
SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic Segmentation. IJCNN (2023)
Julia Noce, Gianella Chantong, Gustavo Jauregui, Roberto Mogami, Alexandra Monteiro, Karla Figueiredo, Marley M. B. R. Vellasco
Applied Enhanced Q-NAS for COVID-19 Detection in CT Images. AII (2022)
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
An Evaluation Framework for User Experience Using Eye Tracking, Mouse Tracking, Keyboard Input, and Artificial Intelligence: A Case Study. Int. J. Hum. Comput. Interact. 38 (7) (2022)
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
Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool. Sensors 21 (19) (2021)
Daniel Leite, Karla Figueiredo, Marley M. B. R. Vellasco
Prototype of Robotic Device for Mobility Assistance for the Elderly in Urban Environments. Sensors 20 (11) (2020)
Alimed Celecia Ramos, Karla Figueiredo, Marley M. B. R. Vellasco, René González Hernandez
A Portable Fuzzy Driver Drowsiness Estimation System. Sensors 20 (15) (2020)
Manoela Kohler, Marley M. B. R. Vellasco, Eugênio Silva, Karla Figueiredo
SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated Optimization. IEEE Syst. J. 14 (4) (2020)
René González Hernandez, Marley M. B. R. Vellasco, Karla Figueiredo
Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms. GECCO (2019)
Gabriel Lins Tenório, Felipe F. Martins, Thiago M. Carvalho, Antonio C. Leite, Karla Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls
Comparative Study of Computer Vision Models for Insect Pest Identification in Complex Backgrounds. DeSE (2019)
Daniel Leite, Marley M. B. R. Vellasco, Karla Figueiredo
Robotic device for mobility assistance to elderly people in urban environments. LA-CCI (2016)
Leonardo Forero Mendoza, Marley M. B. R. Vellasco, Karla Figueiredo
Intelligent Multiagent Coordination Based on Reinforcement Hierarchical Neuro-fuzzy Models. Int. J. Neural Syst. 24 (8) (2014)
Marcelo França Corrêa, Marley M. B. R. Vellasco, Karla Figueiredo
Multi-agent systems with reinforcement hierarchical neuro-fuzzy models. Auton. Agents Multi Agent Syst. 28 (6) (2014)
Cesar H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo
Trajectory Tracking Control Using Echo State Networks for the CoroBot's Arm. RiTA (2013)
Cesar H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo
Comparative Analysis of Arm Control Performance Using Computational Intelligence. RiTA (2012)
Fabio Martins, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco
Methods for acceleration of learning process of Reinforcement Learning Neuro-Fuzzy Hierarchical Politree model. AIS (2010)
Cyro Muniz, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit, Karla Figueiredo
A Neuro-fuzzy System for Fraud Detection in Electricity Distribution. IFSA/EUSFLAT Conf. (2009)
Cyro Muniz, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco, Gustavo Chavez, Marco Aurélio Cavalcanti Pacheco
Irregularity detection on low tension electric installations by neural network ensembles. IJCNN (2009)
Marcelo França Corrêa, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo, Pedro C. G. da S. Vellasco
Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy Systems. ICONIP (2) (2008)
Karla Figueiredo, Carlos R. Hall Barbosa, André Vargas Abs da Cruz, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Roxana Jiménez Conteras
Neural Networks for Inflow Forecasting Using Precipitation Information. IEA/AIE (2007)
Karla Figueiredo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents. IWANN (2005)
Karla Figueiredo, Luciana C. D. Campos, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco
Reinforcement Learning-Hierarchical Neuro-Fuzzy Politree Model for Autonomous Agents - Evaluation in a Multi-Obstacle Environment. HIS (2005)
Karla Figueiredo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Flávio Joaquim de Souza
Reinforcement Learning Hierarchical Neuro-Fuzzy Politree Model for Control of Autonomous Agents. HIS (2004)
Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo
Hierarchical Neuro-Fuzzy Systems. IWANN (1) (2003)