Frederico G. Guimarães

65 papers A* 1A 2B 19C 3Journal 24Unranked 16
YearRankTypeTitle / Venue / Authors
2025 A* conf
Deliberative Control-Aware Motion Planning for Kinematic-Constrained UAVs in a Dynamic Environment.
ICRA
Elias J. R. Freitas, Arthur Da C. Vangasse, Miri Weiss-Cohen, Frederico G. Guimarães, Luciano C. A. Pimenta
2025 — conf
Enhanced Forecasting Model Using Transformers, Extended Long-Short-Term Memory, and Randomized Fuzzy Cognitive Maps.
BRACIS (1)
Omid Orang, Petrônio C. L. Silva, Frederico G. Guimarães
2025 — conf
Open-Set Spatiotemporal Segmentation for Phenological Novelty Detection.
SIBGRAPI
Cristiano N. Rodrigues, Frederico G. Guimarães, Jefersson A. dos Santos
2024 J jnl
Autonomous data partitioning for type-2 fuzzy set based time series.
Evol. Syst.
Arthur Caio Vargas Pinto, Larissa C. C. da Silva, Petrônio C. L. Silva, Frederico G. Guimarães, Eduardo P. de Aguiar
2024 J jnl
Online path planning for kinematic-constrained UAVs in a dynamic environment based on a Differential Evolution algorithm.
CoRR
Elias José De Rezende Freitas, Miri Weiss-Cohen, Frederico G. Guimarães, Luciano C. A. Pimenta
2024 — conf
Traffic Forecasting Using Federated Randomized High-Order Fuzzy Cognitive Maps.
BRACIS (2)
Omid Orang, Felipe A. R. da Silva, Petrônio C. L. Silva, Pedro H. S. S. Barros, Heitor S. Ramos, Frederico G. Guimarães
2022 J jnl
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach.
Evol. Syst.
Arthur Caio Vargas Pinto, Thiago E. Fernandes, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo Pestana de Aguiar
2022 J jnl
Unmanned-Aerial-Vehicle Routing Problem With Mobile Charging Stations for Assisting Search and Rescue Missions in Postdisaster Scenarios.
IEEE Trans. Syst. Man Cybern. Syst.
Roberto G. Ribeiro, Luciano Perdigão Cota, Thiago Antonio M. Euzébio, Jaime A. Ramírez, Frederico G. Guimarães
2021 J jnl
Bi-criteria formulation for green scheduling with unrelated parallel machines with sequence-dependent setup times.
Int. Trans. Oper. Res.
Luciano Perdigão Cota, Vitor Nazário Coelho, Frederico G. Guimarães, Marcone J. F. Souza
2021 J jnl
Fuzzy Decision Support System for the Calibration of Laboratory-Scale Mill Press Parameters.
IEEE Access
Gabriel D. Lott, Moisés T. da Silva, Luciano Perdigão Cota, Frederico G. Guimarães, Thiago Antonio M. Euzébio
2021 B conf
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction.
FUZZ-IEEE
Arthur Caio Vargas Pinto, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo P. de Aguiar
2020 J jnl
Automatic System for Visual Detection of Dirt Buildup on Conveyor Belts Using Convolutional Neural Networks.
Sensors
André A. Santos, Filipe A. S. Rocha, Agnaldo J. da R. Reis, Frederico G. Guimarães
2020 J jnl
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions.
CoRR
Petrônio C. L. Silva, Paulo V. C. Batista, Helder Seixas Lima, Marcos Antonio Alves, Frederico G. Guimarães, Rodrigo C. P. Silva
2020 J jnl
The Cone epsilon-Dominance: An Approach for Evolutionary Multiobjective Optimization.
CoRR
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
2020 J jnl
Unmanned Aerial Vehicle Location Routing Problem With Charging Stations for Belt Conveyor Inspection System in the Mining Industry.
IEEE Trans. Intell. Transp. Syst.
Roberto G. Ribeiro, José R. C. Júnior, Luciano Perdigão Cota, Thiago Antonio M. Euzébio, Frederico G. Guimarães
2019 J jnl
An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem.
Swarm Evol. Comput.
Luciano Perdigão Cota, Frederico G. Guimarães, Roberto G. Ribeiro, Ivan Reinaldo Meneghini, Fernando B. de Oliveira, Marcone J. F. Souza, Patrick Siarry
2018 B conf
Information to the Eye of the Beholder: Data Visualization for Many-Objective Optimization.
CEC
Ivan Reinaldo Meneghini, Roozbeh Haghnazar Koochaksaraei, Frederico G. Guimarães, António Gaspar-Cunha
2018 — conf
Less Is More: The Neighborhood Guided Evolution Strategies Convergence on Some Classic Neighborhood Operators.
ICVNS
Vitor Nazário Coelho, Igor Machado Coelho, Nenad Mladenovic, Helena Ramalhinho, Luiz Satoru Ochi, Frederico G. Guimarães, Marcone J. F. Souza
2018 — conf
Robust Design with Surrogate-Assisted Evolutionary Algorithm: Does It Work?
BIOMA
Rodrigo C. P. Silva, Min Li, Vahid Ghorbanian, Frederico G. Guimarães, David A. Lowther
2017 J jnl
EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS.
Electron. Notes Discret. Math.
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
2017 J jnl
Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign.
Comput. Oper. Res.
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
2017 J jnl
Multi-objective multi-robot deployment in a dynamic environment.
Soft Comput.
Reza Javanmard Alitappeh, Kossar Jeddi Saravi, Frederico G. Guimarães
2016 — conf
A hybrid evolutionary probabilistic forecasting model applied for rainfall and wind power forecast.
EAIS
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
2016 B conf
An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition.
IJCNN
Vitor Nazário Coelho, Igor Machado Coelho, Ivan Reinaldo Meneghini, Marcone J. F. Souza, Frederico G. Guimarães
2016 J jnl
Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems.
Evol. Comput.
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
2016 J jnl
Multi-objective approach for robot motion planning in search tasks.
Appl. Intell.
Kossar Jeddi Saravi, Reza Javanmard Alitappeh, Luciano C. A. Pimenta, Frederico G. Guimarães
2015 A conf
A New Perspective on Channel Allocation in WLAN: Considering the Total Marginal Utility of the Connections for the Users.
GECCO
Thiago Alcântara Luiz, Alan R. R. de Freitas, Frederico G. Guimarães
2015 J jnl
Aggregation Trees for visualization and dimension reduction in many-objective optimization.
Inf. Sci.
Alan R. R. de Freitas, Peter J. Fleming, Frederico G. Guimarães
2015 — conf
Multi-objective Evolutionary Algorithm with Discrete Differential Mutation Operator for Service Restoration in Large-Scale Distribution Systems.
EMO (2)
Danilo Sipoli Sanches, Telma Woerle de Lima, João Bosco A. London Jr., Alexandre Cláudio Botazzo Delbem, Ricardo S. Prado, Frederico G. Guimarães
2014 B conf
A heuristic fuzzy algorithm bio-inspired by Evolution Strategies for energy forecasting problems.
FUZZ-IEEE
Vitor Nazário Coelho, Frederico G. Guimarães, Agnaldo J. Rocha Reis, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza
2014 — conf
A study on self-configuration in the differential evolution algorithm.
SDE
Rodrigo C. P. Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães
2014 — conf
A study on the configuration of migratory flows in island model differential evolution.
GECCO (Companion)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Alan R. R. de Freitas, Felipe Campelo, Frederico G. Guimarães
2014 J jnl
Differential evolution using ancestor tree for service restoration in power distribution systems.
Appl. Soft Comput.
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
2014 — conf
On the visualization of trade-offs and reducibility in many-objective optimization.
GECCO (Companion)
Alan R. R. de Freitas, Rodrigo C. P. Silva, Frederico G. Guimarães
2014 J jnl
Optimizing two-level reverse distribution networks with hybrid memetic algorithms.
Optim. Lett.
A. R. R. Freitas, V. M. R. Silva, Felipe Campelo, Frederico G. Guimarães
2014 J jnl
Query join ordering optimization with evolutionary multi-agent systems.
Expert Syst. Appl.
Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza
2013 B conf
A Non-parametric Harmony-Based Objective Reduction Method for Many-Objective Optimization.
SMC
Alan R. R. de Freitas, Peter J. Fleming, Frederico G. Guimarães
2013 A conf
An evolutionary multi-agent system for database query optimization.
GECCO
Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza
2013 — conf
Dynamic selection of migration flows in island model differential evolution.
GECCO (Companion)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães
2012 — conf
A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary Algorithms.
SBRN
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães
2012 J jnl
A fuzzy genetic algorithm for automatic orthogonal graph drawing.
Appl. Soft Comput.
Bernadete Maria de Mendonça Neta, Gustavo Henrique Diniz Araújo, Frederico G. Guimarães, Renato Cardoso Mesquita, Petr Yakovlevitch Ekel
2012 — conf
Automatic Evaluation Methods in Evolutionary Music: An Example with Bossa Melodies.
PPSN (2)
A. R. R. Freitas, Frederico G. Guimarães, Raonne Barbosa Barbosa
2012 — conf
Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers.
SOCO
A. R. R. Freitas, Rodrigo César Pedrosa Silva, Frederico G. Guimarães
2012 — conf
Genetic Algorithms Applied to Reverse Distribution Networks.
SOCO
A. R. R. Freitas, V. M. R. Silva, Frederico G. Guimarães, Felipe Campelo
2012 J jnl
Multi-objective approaches for the open-pit mining operational planning problem.
Electron. Notes Discret. Math.
Vitor Nazário Coelho, Marcone J. F. Souza, Igor Machado Coelho, Frederico G. Guimarães, Thibaut Lust, R. C. Cruz
2012 — conf
Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution Algorithms.
SBRN
Rodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães
2011 B conf
A comparison of dominance criteria in many-objective optimization problems.
IEEE Congress on Evolutionary Computation
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
2011 C conf
Pareto Cone
EMO
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
2010 B conf
A new self-adaptive approach for evolutionary multiobjective optimization.
IEEE Congress on Evolutionary Computation
Lucas S. Batista, Felipe Campelo, Frederico G. Guimarães, Jaime A. Ramírez
2010 B conf
LMI formulation for multiobjective learning in Radial Basis Function neural networks.
IJCNN
Gladston J. P. Moreira, Elizabeth F. Wanner, Frederico G. Guimarães, Luiz Duczmal, Ricardo H. C. Takahashi
2010 B conf
Using differential evolution for combinatorial optimization: A general approach.
SMC
Ricardo S. Prado, Rodrigo C. P. Silva, Frederico G. Guimarães, Oriane M. Neto
2009 B conf
A Differential Mutation operator for the archive population of multi-objective evolutionary algorithms.
IEEE Congress on Evolutionary Computation
Lucas S. Batista, Frederico G. Guimarães, Jaime A. Ramírez
2009 B conf
A quality metric for multi-objective optimization based on Hierarchical Clustering Techniques.
IEEE Congress on Evolutionary Computation
Frederico G. Guimarães, Elizabeth F. Wanner, Ricardo H. C. Takahashi
2009 C conf
Feedback-Control Operators for Evolutionary Multiobjective Optimization.
EMO
Ricardo H. C. Takahashi, Frederico G. Guimarães, Elizabeth F. Wanner, Eduardo G. Carrano
2009 B conf
Interval Robust Multi-Objective Evolutionary Algorithm.
IEEE Congress on Evolutionary Computation
Gustavo L. Soares, Frederico G. Guimarães, Carlos A. Maia, João A. Vasconcelos, Luc Jaulin
2008 J jnl
Local Search with Quadratic Approximations into Memetic Algorithms for Optimization with Multiple Criteria.
Evol. Comput.
Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming
2007 J jnl
Design of mixed H
Inf. Sci.
Frederico G. Guimarães, Reinaldo M. Palhares, Felipe Campelo, Hajime Igarashi
2007 B conf
Local search with quadratic approximation in Genetic Algorithms for expensive optimization problems.
IEEE Congress on Evolutionary Computation
Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming
2007 C conf
Overview of Artificial Immune Systems for Multi-objective Optimization.
EMO
Felipe Campelo, Frederico G. Guimarães, Hajime Igarashi
2006 B conf
A Quadratic Approximation-Based Local Search Procedure for Multiobjective Genetic Algorithms.
IEEE Congress on Evolutionary Computation
Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming
2006 B conf
An Immune-based Algorithm for Topology Optimization.
IEEE Congress on Evolutionary Computation
Felipe Campelo, Frederico G. Guimarães, Hajime Igarashi, Kota Watanabe, Jaime Arturo Ramírez
2006 B conf
Local Learning and Search in Memetic Algorithms.
IEEE Congress on Evolutionary Computation
Frederico G. Guimarães, Elizabeth F. Wanner, Felipe Campelo, Ricardo H. C. Takahashi, Hajime Igarashi, David A. Lowther, Jaime A. Ramírez
2006 B conf
On Nonlinear Fitness Functions for Ranking-Based Selection.
IEEE Congress on Evolutionary Computation
Vinicius L. S. Silva, André R. da Cruz, Eduardo G. Carrano, Frederico G. Guimarães, Ricardo H. C. Takahashi
2006 B conf
Quadratic Approximation-Based Coordinate Change in Genetic Algorithms.
IEEE Congress on Evolutionary Computation
Elizabeth F. Wanner, Frederico G. Guimarães, Ricardo H. C. Takahashi, Peter J. Fleming
2005 B conf
Constraint quadratic approximation operator for treating equality constraints with genetic algorithms.
Congress on Evolutionary Computation
Elizabeth F. Wanner, Frederico G. Guimarães, Rodney R. Saldanha, Ricardo H. C. Takahashi, Peter J. Fleming