Karla Figueiredo

39 papers A 1B 3C 6Misc 1Journal 15Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Diagnosis-Based Siamese Network for Fault Detection Through Transfer Learning. J. Chem. Inf. Model. João G. Neto, Karla Figueiredo, João B. P. Soares, Amanda L. T. Brandão
2025	J	`jnl`	A clustering approach for identification of profiles given barriers and facilitators for the practice of exercise during pandemic. Int. J. Comput. Sci. Eng. Maria Luiza C. Wuillaume, Fernanda Castro Monteiro, Karla Figueiredo, Arthur Santana, Carlos Linhares Veloso Filho, Manoel Carlos Pego Saísse, Andrea Deslandes, Andrea Nunes Carvalho
2025	J	`jnl`	Can Focusing on One Deep Learning Architecture Improve Fault Diagnosis Performance? J. Chem. Inf. Model. João G. Neto, Karla Figueiredo, João B. P. Soares, Amanda L. T. Brandão
2025	J	`jnl`	Enhanced Carbon Flux Forecasting via STL Decomposition and Hybrid ARIMA-ES-LSTM Model in Amazon Forest. IEEE Access 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 A. O. P. Costa, Gabriel Brito Costa, Fernando Augusto Ribeiro Costa, Marcos César da Rocha Seruffo
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	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
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	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	J	`jnl`	Model for predicting drug resistance based on the clinical profile of tuberculosis patients using machine learning techniques. PeerJ Comput. Sci. 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
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	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	J	`jnl`	Machine Learning Applied to COVID-19: A Review of the Initial Pandemic Period. Int. J. Comput. Intell. Syst. 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
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
2023	J	`jnl`	Words Similarities on Personalities: A Language-Based Generalization Approach for Personality Factors Recognition. IEEE Access 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
2022	J	`jnl`	An Evaluation Framework for User Experience Using Eye Tracking, Mouse Tracking, Keyboard Input, and Artificial Intelligence: A Case Study. Int. J. Hum. Comput. Interact. 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
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
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
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	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`	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
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	A	`conf`	Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms. GECCO René González Hernandez, Marley M. B. R. Vellasco, Karla Figueiredo
2016	—	`conf`	Robotic device for mobility assistance to elderly people in urban environments. LA-CCI Daniel Leite, Marley M. B. R. Vellasco, Karla Figueiredo
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	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
2013	—	`conf`	Trajectory Tracking Control Using Echo State Networks for the CoroBot's Arm. RiTA César H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo
2012	—	`conf`	Comparative Analysis of Arm Control Performance Using Computational Intelligence. RiTA César H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo
2010	—	`ed.`	11th Brazilian Symposium on Neural Networks (SBRN 2010), Sao Paulo, 23-28 October, 2010 SBRN Teresa Bernarda Ludermir, Karla Figueiredo, Carlos E. Thomaz
2010	—	`conf`	Methods for acceleration of learning process of Reinforcement Learning Neuro-Fuzzy Hierarchical Politree model. AIS Fabio Martins, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco
2009	—	`conf`	A Neuro-fuzzy System for Fraud Detection in Electricity Distribution. IFSA/EUSFLAT Conf. Cyro Muniz, Marley Maria Bernardes Rebuzzi Vellasco, Ricardo Tanscheit, Karla Figueiredo
2009	—	`ch.`	Hierarchical Neuro-Fuzzy Systems Part I. Encyclopedia of Artificial Intelligence Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo, Flávio Joaquim de Souza
2009	—	`ch.`	Hierarchical Neuro-Fuzzy Systems Part II. Encyclopedia of Artificial Intelligence Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo, Flávio Joaquim de Souza
2009	B	`conf`	Irregularity detection on low tension electric installations by neural network ensembles. IJCNN Cyro Muniz, Karla Figueiredo, Marley Maria Bernardes Rebuzzi Vellasco, Gustavo Chavez, Marco Aurélio Cavalcanti Pacheco
2008	—	`conf`	Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy Systems. ICONIP (2) Marcelo França Corrêa, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo, Pedro C. G. da S. Vellasco
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
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	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
2003	—	`conf`	Hierarchical Neuro-Fuzzy Systems. IWANN (1) Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo