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Journal Articles
- 2023
[j10]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: 29823-29836 (2023)- [j9]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): 73 (2023) - [j8]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: 126317 (2023) - 2022
- [j7]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): 646-660 (2022) - 2021
- [j6]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): 6347 (2021) - 2020
- [j5]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): 3056 (2020) - [j4]Alimed Celecia Ramos, Karla Figueiredo, Marley M. B. R. Vellasco, René González Hernandez:
A Portable Fuzzy Driver Drowsiness Estimation System. Sensors 20(15): 4093 (2020) - [j3]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): 5111-5120 (2020) - 2014
- [j2]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): 867-895 (2014) - [j1]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)
Conference and Workshop Papers
- 2023
- [c22]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: 338-352 - [c21]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: 1-8 - 2022
- [c20]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: 419-433 - 2021
- [c19]Sarah Hannah Alves, Cristovão Antunes de Lanna, Karla Tereza Figueiredo Leite, Mariana Boroni, Marley Maria Bernardes Rebuzzi Vellasco:
Multi-omic data integration applied to molecular tumor classification. BIBM 2021: 2171-2178 - [c18]Apolo Takeshi Arai Batista, Karla Tereza Figueiredo, Ronaldo Ribeiro Goldschmidt:
Fraud Detection in Social Commerce: combining structured attributes and images. SBSI 2021: 50:1-50:8 - 2019
- [c17]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: 551-556 - [c16]William de Souza Barbosa, Adalberto I. S. Oliveira, Gustavo B. P. Barbosa, Antonio C. Leite, Karla T. Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls:
Design and Development of an Autonomous Mobile Robot for Inspection of Soy and Cotton Crops. DeSE 2019: 557-562 - [c15]Adalberto I. S. Oliveira, Thiago M. Carvalho, Felipe F. Martins, Antonio C. Leite, Karla T. Figueiredo, Marley M. B. R. Vellasco, Wouter Caarls:
On the Intelligent Control Design of an Agricultural Mobile Robot for Cotton Crop Monitoring. DeSE 2019: 563-568 - [c14]René González Hernandez, Marley M. B. R. Vellasco, Karla Figueiredo:
Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms. GECCO 2019: 777-786 - 2016
- [c13]Daniel Leite, Marley M. B. R. Vellasco, Karla Figueiredo:
Robotic device for mobility assistance to elderly people in urban environments. LA-CCI 2016: 1-6 - 2014
- [c12]César H. Valencia, Marley M. B. R. Vellasco, Ricardo Tanscheit, Karla T. Figueiredo:
Magnetorheological Damper Control in a Leg Prosthesis Mechanical. RiTA 2014: 805-818 - 2013
- [c11]César H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo:
Trajectory Tracking Control Using Echo State Networks for the CoroBot's Arm. RiTA 2013: 433-447 - 2012
- [c10]César H. Valencia, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo:
Comparative Analysis of Arm Control Performance Using Computational Intelligence. RiTA 2012: 187-197 - 2010
- [c9]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: 1-6 - 2009
- [c8]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: 1096-1101 - [c7]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: 2176-2182 - 2008
- [c6]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: 461-468 - 2007
- [c5]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: 552-561 - 2005
- [c4]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: 551-554 - [c3]Karla Figueiredo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco:
Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents. IWANN 2005: 424-432 - 2004
- [c2]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: 130-135 - 2003
- [c1]Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo:
Hierarchical Neuro-Fuzzy Systems. IWANN (1) 2003: 126-135
Editorship
- 2010
- [e1]Teresa Bernarda Ludermir, Karla Figueiredo, Carlos E. Thomaz:
11th Brazilian Symposium on Neural Networks (SBRN 2010), Sao Paulo, 23-28 October, 2010. IEEE Computer Society 2010, ISBN 978-1-4244-8391-4 [contents]
Reference Works
- 2009
- [r2]Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo, Flávio Joaquim de Souza:
Hierarchical Neuro-Fuzzy Systems Part I. Encyclopedia of Artificial Intelligence 2009: 808-816 - [r1]Marley Maria Bernardes Rebuzzi Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo, Flávio Joaquim de Souza:
Hierarchical Neuro-Fuzzy Systems Part II. Encyclopedia of Artificial Intelligence 2009: 817-824
Coauthor Index
aka: Marley Maria Bernardes Rebuzzi Vellasco
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