Frederico Gadelha Guimarães

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 61

Top Topics

Multivariate Time Series

Reservoir Computing

Evolutionary Algorithm

Top Venues

Expert Syst. Appl.

Publications

Bruno Alberto Soares Oliveira, Abílio Pereira De Faria Neto, Roberto Márcio Arruda Fernandino, Rogério Fernandes Carvalho, Tan Bo, Frederico Gadelha Guimarães
Automated construction management platform with image analysis using deep learning neural networks. Multim. Tools Appl. 83 (10) (2024)
Babak Rezaei, Frederico Gadelha Guimarães, Rasul Enayatifar, Pauline C. Haddow
Exploring dynamic population Island genetic algorithm for solving the capacitated vehicle routing problem. Memetic Comput. 16 (2) (2024)
Flavio Mauricio da Cunha Souza, Geraldo Pereira Rocha Filho, Frederico Gadelha Guimarães, Rodolfo Ipolito Meneguette, Gustavo Pessin
Navigating Market Sentiments: A Novel Approach to Iron Ore Price Forecasting with Weighted Fuzzy Time Series. Inf. 15 (5) (2024)
Omid Orang, Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Guilherme de Alencar Barreto, Frederico Gadelha Guimarães
A Large Reservoir Computing Forecasting Method Based on Randomized Fuzzy Cognitive Maps. EAIS (2024)
Elias José De Rezende Freitas, Miri Weiss-Cohen, Armando Alves Neto, Frederico Gadelha Guimarães, Luciano C. A. Pimenta
DE3D-NURBS: A differential evolution-based 3D path-planner integrating kinematic constraints and obstacle avoidance. Knowl. Based Syst. 300 (2024)
Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Frederico Gadelha Guimarães
A Fuzzy-Probabilistic Representation Learning Method for Time Series Classification. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Omid Orang, Hugo Vinicius Bitencourt, Luiz Augusto Facury de Souza, Patrícia de Oliveira e Lucas, Petrônio C. L. Silva, Frederico Gadelha Guimarães
Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting. IEEE Trans. Fuzzy Syst. 32 (6) (2024)
Bruno Alberto Soares Oliveira, Giulia Zanon Castro, Giovanna Luiza Medina Ferreira, Frederico Gadelha Guimarães
CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy. Medical Biol. Eng. Comput. 61 (6) (2023)
Giulia Zanon Castro, Rúbia Reis Guerra, Frederico Gadelha Guimarães
Automatic translation of sign language with multi-stream 3D CNN and generation of artificial depth maps. Expert Syst. Appl. 215 (2023)
Mateus Clemente de Sousa, Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães
Assessment of Robust Multi-objective Evolutionary Algorithms on Robust and Noisy Environments. BRACIS (3) (2023)
Hugo Vinicius Bitencourt, Omid Orang, Luiz Augusto Facury de Souza, Petrônio C. L. Silva, Frederico Gadelha Guimarães
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications. Neural Comput. Appl. 35 (13) (2023)
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Time series forecasting using fuzzy cognitive maps: a survey. Artif. Intell. Rev. 56 (8) (2023)
Babak Rezaei, Frederico Gadelha Guimarães, Rasul Enayatifar, Pauline C. Haddow
Combining genetic local search into a multi-population Imperialist Competitive Algorithm for the Capacitated Vehicle Routing Problem. Appl. Soft Comput. 142 (2023)
Elias José De Rezende Freitas, Miri Weiss-Cohen, Frederico Gadelha Guimarães
An Autonomous Mobile Robot Path Planner using Spline Curves and Differential Evolution. LA-CCI (2023)
Omid Orang, Petrônio Cândido de Lima Silva, Frederico Gadelha Guimarães
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting. CoRR (2022)
Lucas Malacarne Astore, Frederico Gadelha Guimarães, Carlos Alberto Severiano Junior
Automatic Rule Generation for Cellular Automata Using Fuzzy Times Series Methods. BRACIS (1) (2022)
Omid Orang, Petrônio Cândido de Lima e Silva, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães
Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications. Neurocomputing 512 (2022)
Paulo Pinheiro Junqueira, Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães
Multi-objective evolutionary algorithm based on decomposition with an external archive and local-neighborhood based adaptation of weights. Swarm Evol. Comput. 71 (2022)
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey. CoRR (2022)
Bruno Alberto Soares Oliveira, João Marcelo Peixoto Moreira, Paulo Ricardo Silva Coelho, Deborah Aparecida Negrão-Corrêa, Stefan Michael Geiger, Frederico Gadelha Guimarães
Automated diagnosis of schistosomiasis by using faster R-CNN for egg detection in microscopy images prepared by the Kato-Katz technique. Neural Comput. Appl. 34 (11) (2022)
Vívian Ludimila Aguiar Santos, Thales Francisco Mota Carvalho, Luciana Pereira de Assis, Miri Weiss-Cohen, Frederico Gadelha Guimarães
Multi-objective Iterated Local Search based on decomposition for job scheduling problems with machine deterioration effect. Eng. Appl. Artif. Intell. 112 (2022)
Rafael R. C. Silva, Walmir Matos Caminhas, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting. FUZZ-IEEE (2021)
Tamires Martins Rezende, Sílvia Grasiella Moreira Almeida, Frederico Gadelha Guimarães
Development and validation of a Brazilian sign language database for human gesture recognition. Neural Comput. Appl. 33 (16) (2021)
Hugo Vinicius Bitencourt, Frederico Gadelha Guimarães
High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series. CoRR (2021)
Breno Costa Dolabela Dias, Hossein Javedani Sadaei, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Aggregation of Sentiment Analysis Index with Hesitant Fuzzy Sets for Financial Time Series Forecasting. AIIoT (2021)
Matheus Cascalho dos Santos, Frederico Gadelha Guimarães, Petrônio Cândido de Lima e Silva
High-dimensional Multivariate Time Series Forecasting using Self-Organizing Maps and Fuzzy Time Series. FUZZ-IEEE (2021)
Hugo Vinicius Bitencourt, Luiz Augusto Facury de Souza, Matheus Cascalho dos Santos, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications. CoRR (2021)
Hugo Vinicius Bitencourt, Frederico Gadelha Guimarães
High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series. LA-CCI (2021)
Bruno Alberto Soares Oliveira, Abílio Pereira De Faria Neto, Roberto Márcio Arruda Fernandino, Rogério Fernandes Carvalho, Amanda Lopes Fernandes, Frederico Gadelha Guimarães
Automated Monitoring of Construction Sites of Electric Power Substations Using Deep Learning. IEEE Access 9 (2021)
Marcos Antonio Alves, Giulia Zanon Castro, Bruno Alberto Soares Oliveira, Leonardo Augusto Ferreira, Jaime Arturo Ramírez, Rodrigo C. P. Silva, Frederico Gadelha Guimarães
Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs. Comput. Biol. Medicine 132 (2021)
Paulo Pinheiro Junqueira, Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães
Local Neighborhood-Based Adaptation of Weights in Multi-Objective Evolutionary Algorithms Based on Decomposition. CEC (2021)
Omid Orang, Rodrigo Silva, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Solar Energy Forecasting With Fuzzy Time Series Using High-Order Fuzzy Cognitive Maps. FUZZ-IEEE (2020)
Leonardo Augusto Ferreira, Frederico Gadelha Guimarães, Rodrigo Silva
Applying Genetic Programming to Improve Interpretability in Machine Learning Models. CoRR (2020)
José Maia, Carlos Alberto Severiano Junior, Frederico Gadelha Guimarães, Cristiano Leite Castro, André Paim Lemos, Juan Camilo Fonseca Galindo, Miri Weiss-Cohen
Evolving clustering algorithm based on mixture of typicalities for stream data mining. Future Gener. Comput. Syst. 106 (2020)
Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães
Forecasting in non-stationary environments with fuzzy time series. Appl. Soft Comput. 97 (Part B) (2020)
Petrônio Cândido de Lima e Silva, Hossein Javedani Sadaei, Rosangela Ballini, Frederico Gadelha Guimarães
Probabilistic Forecasting With Fuzzy Time Series. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Petrônio C. L. Silva, Patrícia de Oliveira e Lucas, Hossein Javedani Sadaei, Frederico Gadelha Guimarães
Distributed Evolutionary Hyperparameter Optimization for Fuzzy Time Series. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Ivan Reinaldo Meneghini, Marcos Antonio Alves, António Gaspar-Cunha, Frederico Gadelha Guimarães
Scalable and customizable benchmark problems for many-objective optimization. Appl. Soft Comput. 90 (2020)
Patrícia de Oliveira e Lucas, Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks. Comput. Electron. Agric. 177 (2020)
Leonardo Augusto Ferreira, Frederico Gadelha Guimarães, Rodrigo Silva
Applying Genetic Programming to Improve Interpretability in Machine Learning Models. CEC (2020)
Ivan Reinaldo Meneghini, Marcos Antonio Alves, António Gaspar-Cunha, Frederico Gadelha Guimarães
Scalable and Customizable Benchmark Problems for Many-Objective Optimization. CoRR (2020)
Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães
Forecasting in Non-stationary Environments with Fuzzy Time Series. CoRR (2020)
Petrônio Cândido de Lima e Silva, Patrícia de Oliveira e Lucas, Frederico Gadelha Guimarães
A Distributed Algorithm for Scalable Fuzzy Time Series. GPC (2019)
Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Gustavo Linhares Vieira, Frederico Gadelha Guimarães, Hossein Javedani Sadaei
An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series. ESANN (2018)
Roozbeh Haghnazar Koochaksaraei, Ivan Reinaldo Meneghini, Vitor Nazário Coelho, Frederico Gadelha Guimarães
A new visualization method in many-objective optimization with chord diagram and angular mapping. Knowl. Based Syst. 138 (2017)
Cidiney José da Silva, Frederico Gadelha Guimarães, Hossein Javedani Sadaei, Vitor Nazário Coelho
A hybrid SARFIMA-FTS model for time series prediction in smart grids. FUZZ-IEEE (2017)
Eliana M. Toro, John F. Franco, Mauricio Granada Echeverri, Frederico Gadelha Guimarães
A multi-objective model for the green capacitated location-routing problem considering environmental impact. Comput. Ind. Eng. 110 (2017)
Hossein Javedani Sadaei, Frederico Gadelha Guimarães, Cidiney José da Silva, Muhammad Hisyam Lee, Tayyebeh Eslami
Short-term load forecasting method based on fuzzy time series, seasonality and long memory process. Int. J. Approx. Reason. 83 (2017)
André Siqueira Ruela, Frederico Gadelha Guimarães
Procedural generation of non-player characters in massively multiplayer online strategy games. Soft Comput. 21 (23) (2017)
Luciano Perdigão Cota, Frederico Gadelha Guimarães, Fernando B. de Oliveira, Marcone Jamilson Freitas Souza
An Adaptive Large Neighborhood Search with Learning Automata for the Unrelated Parallel Machine Scheduling Problem. CEC (2017)
Carlos Alberto Severiano Junior, Petrônio C. L. Silva, Hossein Javedani Sadaei, Frederico Gadelha Guimarães
Very short-term solar forecasting using fuzzy time series. FUZZ-IEEE (2017)
Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães
Evolutionary method for weight vector generation in Multi-Objective Evolutionary Algorithms based on decomposition and aggregation. CEC (2017)
Fernando Bernardes de Oliveira, Rasul Enayatifar, Hossein Javedani Sadaei, Frederico Gadelha Guimarães, Jean-Yves Potvin
A cooperative coevolutionary algorithm for the Multi-Depot Vehicle Routing Problem. Expert Syst. Appl. 43 (2016)
Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães, António Gaspar-Cunha
Competitive coevolutionary algorithm for robust multi-objective optimization: The worst case minimization. CEC (2016)
Carlos A. Severiano, Frederico Gadelha Guimarães, Miri Weiss-Cohen
Very short-term solar forecasting using multi-agent system based on Extreme Learning Machines and data clustering. SSCI (2016)
Fatemeh Mirzaei Talarposhti, Hossein Javedani Sadaei, Rasul Enayatifar, Frederico Gadelha Guimarães, Maqsood Mahmud, Tayyebeh Eslami
Stock market forecasting by using a hybrid model of exponential fuzzy time series. Int. J. Approx. Reason. 70 (2016)
Petrônio C. L. Silva, Hossein Javedani Sadaei, Frederico Gadelha Guimarães
Interval forecasting with Fuzzy Time Series. SSCI (2016)
Fernando Bernardes de Oliveira, Rasul Enayatifar, Hossein Javedani Sadaei, Frederico Gadelha Guimarães, Jean-Yves Potvin
Erratum to "A cooperative coevolutionary algorithm for the Multi-Depot Vehicle Routing Problem [Expert Systems with Applications 43 (2015) 117-130]". Expert Syst. Appl. 54 (2016)
Roozbeh Haghnazar Koochaksaraei, Rasul Enayatifar, Frederico Gadelha Guimarães
A New Visualization Tool in Many-Objective Optimization Problems. HAIS (2016)
Hossein Javedani Sadaei, Rasul Enayatifar, Frederico Gadelha Guimarães, Maqsood Mahmud, Zakarya A. Alzamil
Combining ARFIMA models and fuzzy time series for the forecast of long memory time series. Neurocomputing 175 (2016)
Shakoor Muhammad, Vitor Nazário Coelho, Frederico Gadelha Guimarães, Ricardo H. C. Takahashi
An infeasibility certificate for nonlinear programming based on Pareto criticality condition. Oper. Res. Lett. 44 (3) (2016)
André Siqueira Ruela, Frederico Gadelha Guimarães
Coevolutionary Procedural Generation of Battle Formations in Massively Multiplayer Online Strategy Games. SBGames (2014)
Alexandre Pimenta, Frederico Gadelha Guimarães, Eduardo G. Carrano, Ciniro Aparecido Leite Nametala, Ricardo H. C. Takahashi
GoldMiner: A genetic programming based algorithm applied to Brazilian Stock Market. CIDM (2014)
Alan R. R. de Freitas, Frederico Gadelha Guimarães, Rodrigo César Pedrosa Silva, Marcone Jamilson Freitas Souza
Memetic self-adaptive evolution strategies applied to the maximum diversity problem. Optim. Lett. 8 (2) (2014)
Sílvia Grasiella Moreira Almeida, Frederico Gadelha Guimarães, Jaime Arturo Ramírez
Feature extraction in Brazilian Sign Language Recognition based on phonological structure and using RGB-D sensors. Expert Syst. Appl. 41 (16) (2014)
André Siqueira Ruela, Frederico Gadelha Guimarães, Ricardo Augusto Rabelo Oliveira, Brayan Neves, Vicente Peixoto Amorim, Larissa Maiara Fraga
A Parallel Hybrid Genetic Algorithm on Cloud Computing for the Vehicle Routing Problem with Time Windows. SMC (2013)
Rodolfo Ayala Lopes, A. R. R. Freitas, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães
Differential Evolution and Perceptron Decision Trees for Classification Tasks. IDEAL (2012)
Sílvia Grasiella Moreira Almeida, Frederico Gualberto F. Coelho, Frederico Gadelha Guimarães, Antônio de Pádua Braga
A General Approach for Adaptive Kernels in Semi-Supervised Clustering. IDEAL (2012)
Fernando Bernardes de Oliveira, Donald Davendra, Frederico Gadelha Guimarães
Multi-Objective Differential Evolution on the GPU with C-CUDA. SOCO (2012)
Bernadete Maria de Mendonça Neta, Gustavo Henrique Diniz Araújo, Frederico Gadelha Guimarães, Renato Cardoso Mesquita
A multiobjective genetic algorithm for automatic orthogonal graph drawing. GECCO (2011)
André Siqueira Ruela, André Luiz Lins de Aquino, Frederico Gadelha Guimarães
A cooperative coevolutionary algorithm for the design of wireless sensor networks: track name: bio-inspired solutions for wireless sensor networks. GECCO (Companion) (2011)
Alan R. R. de Freitas, Frederico Gadelha Guimarães
Originality and diversity in the artificial evolution of melodies. GECCO (2011)
Rodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Frederico Gadelha Guimarães
Self-adaptive mutation in the differential evolution. GECCO (2011)
André Siqueira Ruela, Raquel da Silva Cabral, André Luiz Lins de Aquino, Frederico Gadelha Guimarães
Memetic and Evolutionary Design of Wireless Sensor Networks Based on Complex Network Characteristics. Int. J. Nat. Comput. Res. 1 (2) (2010)
Ricardo Sérgio Prado, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães, Oriane Magela Neto
A New Differential Evolution Based Metaheuristic for Discrete Optimization. Int. J. Nat. Comput. Res. 1 (2) (2010)
Bernadete Maria de Mendonça Neta, Gustavo Henrique Diniz Araújo, Frederico Gadelha Guimarães, Renato Cardoso Mesquita
A hybrid genetic algorithm for automatic graph drawing based on the topology-shape-metric approach. GECCO (2010)