Karla Figueiredo

Orcid: 0000-0001-8420-3937

According to our database1, Karla Figueiredo authored at least 34 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Machine Learning Applied to COVID-19: A Review of the Initial Pandemic Period.
Int. J. Comput. Intell. Syst., December, 2023

Echo State Networks: Novel reservoir selection and hyperparameter optimization model for time series forecasting.
Neurocomputing, 2023

Words Similarities on Personalities: A Language-Based Generalization Approach for Personality Factors Recognition.
IEEE Access, 2023

SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2023

A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion Classification.
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.
Int. J. Hum. Comput. Interact., 2022

Applied Enhanced Q-NAS for COVID-19 Detection in CT Images.
AII, 2022

2021
Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool.
Sensors, 2021

Fraud Detection in Social Commerce: combining structured attributes and images.
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.
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.
IEEE Syst. J., 2020

A Portable Fuzzy Driver Drowsiness Estimation System.
Sensors, 2020

Prototype of Robotic Device for Mobility Assistance for the Elderly in Urban Environments.
Sensors, 2020

2019
Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Comparative Study of Computer Vision Models for Insect Pest Identification in Complex Backgrounds.
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.
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.
Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019

2016
Robotic device for mobility assistance to elderly people in urban environments.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

2014
Intelligent Multiagent Coordination Based on Reinforcement Hierarchical Neuro-fuzzy Models.
Int. J. Neural Syst., 2014

Multi-agent systems with reinforcement hierarchical neuro-fuzzy models.
Auton. Agents Multi Agent Syst., 2014

Magnetorheological Damper Control in a Leg Prosthesis Mechanical.
Proceedings of the Robot Intelligence Technology and Applications 3, 2014

2013
Trajectory Tracking Control Using Echo State Networks for the CoroBot's Arm.
Proceedings of the Robot Intelligence Technology and Applications 2, 2013

2012
Comparative Analysis of Arm Control Performance Using Computational Intelligence.
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.
Proceedings of the Autonomous and Intelligent Systems - First International Conference, 2010

2009
Hierarchical Neuro-Fuzzy Systems Part II.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Hierarchical Neuro-Fuzzy Systems Part I.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Irregularity detection on low tension electric installations by neural network ensembles.
Proceedings of the International Joint Conference on Neural Networks, 2009

A Neuro-fuzzy System for Fraud Detection in Electricity Distribution.
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.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007
Neural Networks for Inflow Forecasting Using Precipitation Information.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

2005
Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents.
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.
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.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

2003
Hierarchical Neuro-Fuzzy Systems.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003


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