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Frederico Gadelha Guimarães
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2020 – today
- 2024
[j59]Mateus Clemente de Sousa, Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães:
A clustering-based coevolutionary multi-objective evolutionary algorithm for handling robust and noisy optimization. Evol. Intell. 17(5): 3767-3791 (2024)- [j58]Arthur Caio Vargas Pinto
, Larissa C. C. da Silva, Petrônio C. L. Silva, Frederico G. Guimarães, Eduardo P. de Aguiar:
Autonomous data partitioning for type-2 fuzzy set based time series. Evol. Syst. 15(2): 575-590 (2024) - [j57]Flavio Mauricio da Cunha Souza, Geraldo Pereira Rocha Filho, Frederico Gadelha Guimarães, Rodolfo I. Meneguette, Gustavo Pessin:
Navigating Market Sentiments: A Novel Approach to Iron Ore Price Forecasting with Weighted Fuzzy Time Series. Inf. 15(5): 251 (2024) - [j56]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: 112084 (2024) - [j55]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): 179-202 (2024) - [j54]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): 28927-28945 (2024) - [j53]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): 2940-2952 (2024) - [j52]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): 3703-3715 (2024) - [c72]Omid Orang, Felipe A. R. da Silva, Petrônio C. L. Silva, Pedro H. S. S. Barros, Heitor S. Ramos, Frederico G. Guimarães:
Traffic Forecasting Using Federated Randomized High-Order Fuzzy Cognitive Maps. BRACIS (2) 2024: 445-459 - [c71]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: 1-8 - [c70]Hugo Vinicius Bitencourt, Patrícia de Oliveira e Lucas, Omid Orang, Petrônio C. L. Silva, Frederico Gadelha Guimarães:
A weighted multivariate fuzzy time series method for multiple output high-dimensional time series forecasting in IoT applications. LA-CCI 2024: 1-6 - [i10]Elias José De Rezende Freitas, Miri Weiss-Cohen, Frederico G. Guimarães, Luciano C. A. Pimenta:
Online path planning for kinematic-constrained UAVs in a dynamic environment based on a Differential Evolution algorithm. CoRR abs/2410.18777 (2024) - 2023
- [j51]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): 7733-7794 (2023) - [j50]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: 110309 (2023) - [j49]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: 119394 (2023) - [j48]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): 1409-1425 (2023) - [j47]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): 9407-9420 (2023) - [c69]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: 33-48 - [c68]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: 1-6 - 2022
- [j46]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: 104826 (2022) - [j45]Arthur Caio Vargas Pinto, Thiago E. Fernandes, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo Pestana de Aguiar:
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach. Evol. Syst. 13(5): 703-721 (2022) - [j44]Omid Orang, Petrônio Cândido de Lima e Silva, Rodrigo Silva, Frederico Gadelha Guimarães:
Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications. Neurocomputing 512: 153-177 (2022) - [j43]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): 9025-9042 (2022) - [j42]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: 101079 (2022) - [j41]Roberto G. Ribeiro, Luciano Perdigão Cota, Thiago Antonio M. Euzébio, Jaime A. Ramírez, Frederico G. Guimarães:
Unmanned-Aerial-Vehicle Routing Problem With Mobile Charging Stations for Assisting Search and Rescue Missions in Postdisaster Scenarios. IEEE Trans. Syst. Man Cybern. Syst. 52(11): 6682-6696 (2022) - [c67]Lucas Malacarne Astore, Frederico Gadelha Guimarães, Carlos Alberto Severiano Junior:
Automatic Rule Generation for Cellular Automata Using Fuzzy Times Series Methods. BRACIS (1) 2022: 268-282 - [i9]Omid Orang, Petrônio Cândido de Lima e 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 abs/2201.02158 (2022) - [i8]Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães:
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey. CoRR abs/2201.02297 (2022) - 2021
- [j40]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: 19195-19207 (2021) - [j39]Gabriel D. Lott, Moisés T. da Silva, Luciano Perdigão Cota, Frederico G. Guimarães, Thiago Antonio M. Euzébio:
Fuzzy Decision Support System for the Calibration of Laboratory-Scale Mill Press Parameters. IEEE Access 9: 24901-24912 (2021) - [j38]Marcos Antonio Alves, Giulia Zanon Castro, Bruno Alberto Soares Oliveira, Leonardo Augusto Ferreira, Jaime Arturo Ramírez, Rodrigo 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: 104335 (2021) - [j37]Luciano Perdigão Cota, Vitor Nazário Coelho, Frederico G. Guimarães, Marcone J. F. Souza:
Bi-criteria formulation for green scheduling with unrelated parallel machines with sequence-dependent setup times. Int. Trans. Oper. Res. 28(2): 996-1017 (2021) - [j36]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): 10449-10467 (2021) - [c66]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: 433-439 - [c65]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: 1454-1461 - [c64]Arthur Caio Vargas Pinto, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo P. de Aguiar:
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction. FUZZ-IEEE 2021: 1-6 - [c63]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: 1-6 - [c62]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: 1-6 - [c61]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: 1-6 - [i7]Hugo Vinicius Bitencourt, Frederico Gadelha Guimarães:
High-dimensional Multivariate Time Series Forecasting in IoT Applications using Embedding Non-stationary Fuzzy Time Series. CoRR abs/2107.09785 (2021) - [i6]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 abs/2112.02140 (2021) - 2020
- [j35]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: 106139 (2020) - [j34]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): 106825 (2020) - [j33]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: 105700 (2020) - [j32]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: 672-684 (2020) - [j31]André A. Santos, Filipe A. S. Rocha, Agnaldo J. da R. Reis, Frederico G. Guimarães:
Automatic System for Visual Detection of Dirt Buildup on Conveyor Belts Using Convolutional Neural Networks. Sensors 20(20): 5762 (2020) - [j30]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): 1771-1784 (2020) - [j29]Roberto G. Ribeiro, José R. C. Júnior, Luciano Perdigão Cota, Thiago Antonio M. Euzébio, Frederico G. Guimarães:
Unmanned Aerial Vehicle Location Routing Problem With Charging Stations for Belt Conveyor Inspection System in the Mining Industry. IEEE Trans. Intell. Transp. Syst. 21(10): 4186-4195 (2020) - [j28]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): 1309-1321 (2020) - [c60]Leonardo Augusto Ferreira, Frederico Gadelha Guimarães, Rodrigo Silva:
Applying Genetic Programming to Improve Interpretability in Machine Learning Models. CEC 2020: 1-8 - [c59]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: 1-8 - [d1]André A. Santos, Filipe Augusto Santos Rocha, Agnaldo J. da R. Reis, Frederico Gadelha Guimarães:
Dirt Buildup on Belt Conveyor Structures. IEEE DataPort, 2020
- [i5]Ivan Reinaldo Meneghini, Marcos Antonio Alves, António Gaspar-Cunha, Frederico Gadelha Guimarães:
Scalable and Customizable Benchmark Problems for Many-Objective Optimization. CoRR abs/2001.11591 (2020) - [i4]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 abs/2004.12554 (2020) - [i3]Leonardo Augusto Ferreira, Frederico Gadelha Guimarães, Rodrigo Silva:
Applying Genetic Programming to Improve Interpretability in Machine Learning Models. CoRR abs/2005.09512 (2020) - [i2]Petrônio C. L. Silva, Paulo V. C. Batista, Helder Seixas Lima, Marcos Antonio Alves, Frederico G. Guimarães, Rodrigo C. P. Silva:
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions. CoRR abs/2006.10532 (2020) - [i1]Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez:
The Cone epsilon-Dominance: An Approach for Evolutionary Multiobjective Optimization. CoRR abs/2008.04224 (2020)
2010 – 2019
- 2019
- [j27]Luciano Perdigão Cota, Frederico G. Guimarães, Roberto G. Ribeiro, Ivan Reinaldo Meneghini, Fernando B. de Oliveira, Marcone J. F. Souza, Patrick Siarry:
An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem. Swarm Evol. Comput. 51 (2019) - [c58]Petrônio Cândido de Lima e Silva, Patrícia de Oliveira e Lucas, Frederico Gadelha Guimarães:
A Distributed Algorithm for Scalable Fuzzy Time Series. GPC 2019: 42-56 - 2018
- [c57]Rodrigo C. P. Silva, Min Li, Vahid Ghorbanian, Frederico G. Guimarães, David A. Lowther:
Robust Design with Surrogate-Assisted Evolutionary Algorithm: Does It Work? BIOMA 2018: 295-306 - [c56]Ivan Reinaldo Meneghini, Roozbeh Haghnazar Koochaksaraei, Frederico G. Guimarães, António Gaspar-Cunha:
Information to the Eye of the Beholder: Data Visualization for Many-Objective Optimization. CEC 2018: 1-8 - [c55]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 - [c54]Vitor Nazário Coelho, Igor Machado Coelho, Nenad Mladenovic, Helena Ramalhinho, Luiz Satoru Ochi, Frederico G. Guimarães, Marcone J. F. Souza:
Less Is More: The Neighborhood Guided Evolution Strategies Convergence on Some Classic Neighborhood Operators. ICVNS 2018: 77-88 - 2017
- [j26]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: 114-125 (2017) - [j25]Vitor Nazário Coelho, Thays A. Oliveira, Igor Machado Coelho, Bruno N. Coelho, Peter J. Fleming, Frederico G. Guimarães, Helena Ramalhinho Dias Lourenço, Marcone J. F. Souza, El-Ghazali Talbi, Thibaut Lust:
Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign. Comput. Oper. Res. 78: 578-587 (2017) - [j24]Vitor Nazário Coelho, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Eduardo José da S. Luz, Alexandre C. Barbosa, Mateus N. Coelho, Guilherme G. Netto, R. C. Costa, Alysson A. Pinto, A. de P. Figueiredo, M. E. V. Elias, D. C. O. G. Filho, Thays A. Oliveira:
EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS. Electron. Notes Discret. Math. 58: 79-86 (2017) - [j23]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: 196-217 (2017) - [j22]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: 134-154 (2017) - [j21]Reza Javanmard Alitappeh, Kossar Jeddi Saravi, Frederico G. Guimarães:
Multi-objective multi-robot deployment in a dynamic environment. Soft Comput. 21(21): 6481-6497 (2017) - [j20]André Siqueira Ruela, Frederico Gadelha Guimarães:
Procedural generation of non-player characters in massively multiplayer online strategy games. Soft Comput. 21(23): 7005-7020 (2017) - [c53]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: 185-192 - [c52]Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães:
Evolutionary method for weight vector generation in Multi-Objective Evolutionary Algorithms based on decomposition and aggregation. CEC 2017: 1900-1907 - [c51]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: 1-6 - [c50]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: 1-6 - 2016
- [j19]Kossar Jeddi Saravi, Reza Javanmard Alitappeh, Luciano C. A. Pimenta, Frederico G. Guimarães:
Multi-objective approach for robot motion planning in search tasks. Appl. Intell. 45(2): 305-321 (2016) - [j18]Vitor Nazário Coelho, Igor Machado Coelho, Marcone J. F. Souza, Thays A. Oliveira, Luciano Perdigão Cota, Matheus Nohra Haddad, Nenad Mladenovic, Rodrigo C. P. Silva, Frederico G. Guimarães:
Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems. Evol. Comput. 24(4): 637-666 (2016) - [j17]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: 117-130 (2016) - [j16]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: 398-402 (2016) - [j15]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: 79-98 (2016) - [j14]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: 782-796 (2016) - [j13]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): 302-306 (2016) - [c49]Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães, António Gaspar-Cunha:
Competitive coevolutionary algorithm for robust multi-objective optimization: The worst case minimization. CEC 2016: 586-593 - [c48]Guilherme G. Netto, Alexandre C. Barbosa, Mateus N. Coelho, Arthur R. L. Miranda, Vitor Nazário Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Agnaldo J. Rocha Reis:
A hybrid evolutionary probabilistic forecasting model applied for rainfall and wind power forecast. EAIS 2016: 73-78 - [c47]Roozbeh Haghnazar Koochaksaraei, Rasul Enayatifar, Frederico Gadelha Guimarães:
A New Visualization Tool in Many-Objective Optimization Problems. HAIS 2016: 213-224 - [c46]Vitor Nazário Coelho, Igor Machado Coelho, Ivan Reinaldo Meneghini, Marcone J. F. Souza, Frederico G. Guimarães:
An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition. IJCNN 2016: 1507-1514 - [c45]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: 1-8 - [c44]Petrônio C. L. Silva, Hossein Javedani Sadaei, Frederico Gadelha Guimarães:
Interval forecasting with Fuzzy Time Series. SSCI 2016: 1-8 - 2015
- [j12]Alan R. R. de Freitas, Peter J. Fleming, Frederico G. Guimarães:
Aggregation Trees for visualization and dimension reduction in many-objective optimization. Inf. Sci. 298: 288-314 (2015) - [c43]Danilo Sipoli Sanches, Telma Woerle de Lima, João Bosco A. London Jr., Alexandre Cláudio Botazzo Delbem, Ricardo S. Prado, Frederico G. Guimarães:
Multi-objective Evolutionary Algorithm with Discrete Differential Mutation Operator for Service Restoration in Large-Scale Distribution Systems. EMO (2) 2015: 498-513 - [c42]Thiago Alcântara Luiz, Alan R. R. de Freitas, Frederico G. Guimarães:
A New Perspective on Channel Allocation in WLAN: Considering the Total Marginal Utility of the Connections for the Users. GECCO 2015: 879-886 - 2014
- [j11]Ricardo S. Prado, Rodrigo César Pedrosa Silva, Oriane M. Neto, Frederico G. Guimarães, Danilo Sipoli Sanches, João Bosco A. London Jr., Alexandre C. B. Delbem:
Differential evolution using ancestor tree for service restoration in power distribution systems. Appl. Soft Comput. 23: 498-508 (2014) - [j10]Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza:
Query join ordering optimization with evolutionary multi-agent systems. Expert Syst. Appl. 41(15): 6934-6944 (2014) - [j9]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): 7259-7271 (2014) - [j8]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): 705-714 (2014) - [j7]A. R. R. Freitas, V. M. R. Silva, Felipe Campelo, Frederico G. Guimarães:
Optimizing two-level reverse distribution networks with hybrid memetic algorithms. Optim. Lett. 8(2): 753-762 (2014) - [c41]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: 397-402 - [c40]Vitor Nazário Coelho, Frederico G. Guimarães, Agnaldo J. Rocha Reis, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza:
A heuristic fuzzy algorithm bio-inspired by Evolution Strategies for energy forecasting problems. FUZZ-IEEE 2014: 338-345 - [c39]Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Alan R. R. de Freitas, Felipe Campelo, Frederico G. Guimarães:
A study on the configuration of migratory flows in island model differential evolution. GECCO (Companion) 2014: 1015-1022 - [c38]Alan R. R. de Freitas, Rodrigo C. P. Silva, Frederico G. Guimarães:
On the visualization of trade-offs and reducibility in many-objective optimization. GECCO (Companion) 2014: 1091-1098 - [c37]André Siqueira Ruela, Frederico Gadelha Guimarães:
Coevolutionary Procedural Generation of Battle Formations in Massively Multiplayer Online Strategy Games. SBGames 2014: 89-98 - [c36]Rodrigo C. P. Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães:
A study on self-configuration in the differential evolution algorithm. SDE 2014: 25-32 - 2013
- [c35]Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães:
Dynamic selection of migration flows in island model differential evolution. GECCO (Companion) 2013: 173-174 - [c34]Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza:
An evolutionary multi-agent system for database query optimization. GECCO 2013: 535-542 - [c33]Alan R. R. de Freitas, Peter J. Fleming, Frederico G. Guimarães:
A Non-parametric Harmony-Based Objective Reduction Method for Many-Objective Optimization. SMC 2013: 651-656 - [c32]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: 2467-2472 - [p1]Frederico Gadelha Guimarães, Rodrigo César Pedrosa Silva, Ricardo Sérgio Prado, Oriane Magela Neto, Donald Davendra:
Flow Shop Scheduling Using a General Approach for Differential Evolution. Handbook of Optimization 2013: 597-614 - 2012
- [j6]Bernadete Maria de Mendonça Neta, Gustavo Henrique Diniz Araújo, Frederico G. Guimarães, Renato Cardoso Mesquita, Petr Yakovlevitch Ekel:
A fuzzy genetic algorithm for automatic orthogonal graph drawing. Appl. Soft Comput. 12(4): 1379-1389 (2012) - [j5]Vitor Nazário Coelho, Marcone J. F. Souza, Igor Machado Coelho, Frederico G. Guimarães, Thibaut Lust, R. C. Cruz:
Multi-objective approaches for the open-pit mining operational planning problem. Electron. Notes Discret. Math. 39: 233-240 (2012) - [c31]Gideon Avigad, Erella Matalon Eisenstadt, Shaul Salomon, Frederico Gadelha Guimarães:
Evolution of Contours for Topology Optimization. EVOLVE 2012: 397-412 - [c30]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: 508-515 - [c29]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: 550-557 - [c28]A. R. R. Freitas, Frederico G. Guimarães, Raonne Barbosa Barbosa:
Automatic Evaluation Methods in Evolutionary Music: An Example with Bossa Melodies. PPSN (2) 2012: 458-467 - [c27]Rodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães:
Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution Algorithms. SBRN 2012: 148-153 - [c26]Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães:
A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary Algorithms. SBRN 2012: 160-165 - [c25]Fernando Bernardes de Oliveira, Donald Davendra, Frederico Gadelha Guimarães:
Multi-Objective Differential Evolution on the GPU with C-CUDA. SOCO 2012: 123-132 - [c24]A. R. R. Freitas, Rodrigo César Pedrosa Silva, Frederico G. Guimarães:
Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers. SOCO 2012: 143-152 - [c23]A. R. R. Freitas, V. M. R. Silva, Frederico G. Guimarães, Felipe Campelo:
Genetic Algorithms Applied to Reverse Distribution Networks. SOCO 2012: 317-326 - 2011
- [c22]Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez:
A comparison of dominance criteria in many-objective optimization problems. IEEE Congress on Evolutionary Computation 2011: 2359-2366 - [c21]Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez:
Pareto Cone ε-Dominance: Improving Convergence and Diversity in Multiobjective Evolutionary Algorithms. EMO 2011: 76-90 - [c20]Alan R. R. de Freitas, Frederico Gadelha Guimarães:
Originality and diversity in the artificial evolution of melodies. GECCO 2011: 419-426 - [c19]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: 607-614 - [c18]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: 925-932 - [c17]Rodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Frederico Gadelha Guimarães:
Self-adaptive mutation in the differential evolution. GECCO 2011: 1939-1946 - 2010
- [j4]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): 15-32 (2010) - [j3]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): 33-53 (2010) - [c16]Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez:
A new self-adaptive approach for evolutionary multiobjective optimization. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c15]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: 743-750 - [c14]Gladston J. P. Moreira, Elizabeth F. Wanner, Frederico G. Guimarães, Luiz Duczmal, Ricardo H. C. Takahashi:
LMI formulation for multiobjective learning in Radial Basis Function neural networks. IJCNN 2010: 1-7 - [c13]Ricardo S. Prado, Rodrigo C. P. Silva, Frederico G. Guimarães, Oriane M. Neto:
Using differential evolution for combinatorial optimization: A general approach. SMC 2010: 11-18
2000 – 2009
- 2009
- [c12]Lucas S. Batista, Frederico G. Guimarães, Jaime A. Ramírez:
A Differential Mutation operator for the archive population of multi-objective evolutionary algorithms. IEEE Congress on Evolutionary Computation 2009: 1108-1115 - [c11]Gustavo L. Soares, Frederico G. Guimarães, Carlos A. Maia, João A. Vasconcelos, Luc Jaulin:
Interval Robust Multi-Objective Evolutionary Algorithm. IEEE Congress on Evolutionary Computation 2009: 1637-1643 - [c10]Frederico G. Guimarães, Elizabeth F. Wanner, Ricardo H. C. Takahashi:
A quality metric for multi-objective optimization based on Hierarchical Clustering Techniques. IEEE Congress on Evolutionary Computation 2009: 3292-3299 - [c9]Ricardo H. C. Takahashi, Frederico G. Guimarães, Elizabeth F. Wanner, Eduardo G. Carrano:
Feedback-Control Operators for Evolutionary Multiobjective Optimization. EMO 2009: 66-80 - 2008
- [j2]Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming:
Local Search with Quadratic Approximations into Memetic Algorithms for Optimization with Multiple Criteria. Evol. Comput. 16(2): 185-224 (2008) - 2007
- [j1]Frederico G. Guimarães, Reinaldo M. Palhares, Felipe Campelo, Hajime Igarashi:
Design of mixed H2/Hinfinity control systems using algorithms inspired by the immune system. Inf. Sci. 177(20): 4368-4386 (2007) - [c8]Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming:
Local search with quadratic approximation in Genetic Algorithms for expensive optimization problems. IEEE Congress on Evolutionary Computation 2007: 677-683 - [c7]Felipe Campelo, Frederico G. Guimarães, Hajime Igarashi:
Overview of Artificial Immune Systems for Multi-objective Optimization. EMO 2007: 937-951 - 2006
- [c6]Vinicius L. S. Silva, André R. da Cruz, Eduardo G. Carrano, Frederico G. Guimarães, Ricardo H. C. Takahashi:
On Nonlinear Fitness Functions for Ranking-Based Selection. IEEE Congress on Evolutionary Computation 2006: 305-311 - [c5]Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming:
A Quadratic Approximation-Based Local Search Procedure for Multiobjective Genetic Algorithms. IEEE Congress on Evolutionary Computation 2006: 938-945 - [c4]Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming:
Quadratic Approximation-Based Coordinate Change in Genetic Algorithms. IEEE Congress on Evolutionary Computation 2006: 1960-1967 - [c3]Frederico G. Guimarães, Elizabeth F. Wanner, Felipe Campelo, Ricardo H. C. Takahashi, Hajime Igarashi, David A. Lowther, Jaime A. Ramírez:
Local Learning and Search in Memetic Algorithms. IEEE Congress on Evolutionary Computation 2006: 2936-2943 - [c2]Felipe Campelo, Frederico G. Guimarães, Hajime Igarashi, Kota Watanabe, Jaime Arturo Ramírez:
An Immune-based Algorithm for Topology Optimization. IEEE Congress on Evolutionary Computation 2006: 3204-3211 - 2005
- [c1]Elizabeth F. Wanner, Frederico G. Guimarães, Rodney R. Saldanha, Ricardo H. C. Takahashi, Peter J. Fleming:
Constraint quadratic approximation operator for treating equality constraints with genetic algorithms. Congress on Evolutionary Computation 2005: 2255-2262
Coauthor Index
Alan R. R. de Freitas
aka: A. R. R. Freitas
aka: A. R. R. Freitas
Petrônio C. L. Silva
aka: Petrônio Cândido de Lima e Silva
aka: Petrônio Cândido de Lima e Silva
Marcone J. F. Souza
aka: Marcone Jamilson Freitas Souza
aka: Marcone Jamilson Freitas Souza
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