Frederico Gadelha Guimarães

Orcid: 0000-0001-9238-8839

According to our database1, Frederico Gadelha Guimarães authored at least 33 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
A Large Reservoir Computing Forecasting Method Based on Randomized Fuzzy Cognitive Maps.
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023
An Autonomous Mobile Robot Path Planner using Spline Curves and Differential Evolution.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

Assessment of Robust Multi-objective Evolutionary Algorithms on Robust and Noisy Environments.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022
Automatic Rule Generation for Cellular Automata Using Fuzzy Times Series Methods.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021
High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

High-dimensional Multivariate Time Series Forecasting using Self-Organizing Maps and Fuzzy Time Series.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Local Neighborhood-Based Adaptation of Weights in Multi-Objective Evolutionary Algorithms Based on Decomposition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Aggregation of Sentiment Analysis Index with Hesitant Fuzzy Sets for Financial Time Series Forecasting.
Proceedings of the IEEE World AI IoT Congress, 2021

2020
Solar Energy Forecasting With Fuzzy Time Series Using High-Order Fuzzy Cognitive Maps.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Applying Genetic Programming to Improve Interpretability in Machine Learning Models.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A Distributed Algorithm for Scalable Fuzzy Time Series.
Proceedings of the Green, Pervasive, and Cloud Computing - 14th International Conference, 2019

2018
An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017
A hybrid SARFIMA-FTS model for time series prediction in smart grids.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Very short-term solar forecasting using fuzzy time series.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Evolutionary method for weight vector generation in Multi-Objective Evolutionary Algorithms based on decomposition and aggregation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

An Adaptive Large Neighborhood Search with Learning Automata for the Unrelated Parallel Machine Scheduling Problem.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Interval forecasting with Fuzzy Time Series.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Very short-term solar forecasting using multi-agent system based on Extreme Learning Machines and data clustering.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A New Visualization Tool in Many-Objective Optimization Problems.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

Competitive coevolutionary algorithm for robust multi-objective optimization: The worst case minimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2014
Coevolutionary Procedural Generation of Battle Formations in Massively Multiplayer Online Strategy Games.
Proceedings of the 2014 Brazilian Symposium on Computer Games and Digital Entertainment, 2014

GoldMiner: A genetic programming based algorithm applied to Brazilian Stock Market.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013
A Parallel Hybrid Genetic Algorithm on Cloud Computing for the Vehicle Routing Problem with Time Windows.
Proceedings of the IEEE International Conference on Systems, 2013

2012
Multi-Objective Differential Evolution on the GPU with C-CUDA.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Differential Evolution and Perceptron Decision Trees for Classification Tasks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

A General Approach for Adaptive Kernels in Semi-Supervised Clustering.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Evolution of Contours for Topology Optimization.
Proceedings of the EVOLVE, 2012

2011
Self-adaptive mutation in the differential evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A cooperative coevolutionary algorithm for the design of wireless sensor networks: track name: bio-inspired solutions for wireless sensor networks.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A multiobjective genetic algorithm for automatic orthogonal graph drawing.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Originality and diversity in the artificial evolution of melodies.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
A hybrid genetic algorithm for automatic graph drawing based on the topology-shape-metric approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010


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