Frederico G. Guimarães
Orcid: 0000-0001-9238-8839
According to our database1,
Frederico G. Guimarães
authored at least 128 papers
between 2005 and 2024.
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Bibliography
2024
Evol. Syst., April, 2024
Automated construction management platform with image analysis using deep learning neural networks.
Multim. Tools Appl., March, 2024
2023
CML-Cardio: a cascade machine learning model to predict cardiovascular disease risk as a primary prevention strategy.
Medical Biol. Eng. Comput., June, 2023
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications.
Neural Comput. Appl., May, 2023
Automatic translation of sign language with multi-stream 3D CNN and generation of artificial depth maps.
Expert Syst. Appl., April, 2023
Combining genetic local search into a multi-population Imperialist Competitive Algorithm for the Capacitated Vehicle Routing Problem.
Appl. Soft Comput., 2023
Artif. Intell. Rev., 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
Unmanned-Aerial-Vehicle Routing Problem With Mobile Charging Stations for Assisting Search and Rescue Missions in Postdisaster Scenarios.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Multi-objective evolutionary algorithm based on decomposition with an external archive and local-neighborhood based adaptation of weights.
Swarm Evol. Comput., 2022
Automated diagnosis of schistosomiasis by using faster R-CNN for egg detection in microscopy images prepared by the Kato-Katz technique.
Neural Comput. Appl., 2022
Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications.
Neurocomputing, 2022
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach.
Evol. Syst., 2022
Multi-objective Iterated Local Search based on decomposition for job scheduling problems with machine deterioration effect.
Eng. Appl. Artif. Intell., 2022
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting.
CoRR, 2022
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
Development and validation of a Brazilian sign language database for human gesture recognition.
Neural Comput. Appl., 2021
Bi-criteria formulation for green scheduling with unrelated parallel machines with sequence-dependent setup times.
Int. Trans. Oper. Res., 2021
Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications.
CoRR, 2021
Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs.
Comput. Biol. Medicine, 2021
Automated Monitoring of Construction Sites of Electric Power Substations Using Deep Learning.
IEEE Access, 2021
Fuzzy Decision Support System for the Calibration of Laboratory-Scale Mill Press Parameters.
IEEE Access, 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
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
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction.
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
IEEE Trans. Netw. Serv. Manag., 2020
Unmanned Aerial Vehicle Location Routing Problem With Charging Stations for Belt Conveyor Inspection System in the Mining Industry.
IEEE Trans. Intell. Transp. Syst., 2020
Automatic System for Visual Detection of Dirt Buildup on Conveyor Belts Using Convolutional Neural Networks.
Sensors, 2020
Evolving clustering algorithm based on mixture of typicalities for stream data mining.
Future Gener. Comput. Syst., 2020
The Cone epsilon-Dominance: An Approach for Evolutionary Multiobjective Optimization.
CoRR, 2020
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions.
CoRR, 2020
Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks.
Comput. Electron. Agric., 2020
Appl. Soft Comput., 2020
Appl. Soft Comput., 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
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem.
Swarm Evol. Comput., 2019
Proceedings of the Green, Pervasive, and Cloud Computing - 14th International Conference, 2019
2018
Less Is More: The Neighborhood Guided Evolution Strategies Convergence on Some Classic Neighborhood Operators.
Proceedings of the Variable Neighborhood Search - 6th International Conference, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Information to the Eye of the Beholder: Data Visualization for Many-Objective Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018
2017
Procedural generation of non-player characters in massively multiplayer online strategy games.
Soft Comput., 2017
A new visualization method in many-objective optimization with chord diagram and angular mapping.
Knowl. Based Syst., 2017
Short-term load forecasting method based on fuzzy time series, seasonality and long memory process.
Int. J. Approx. Reason., 2017
EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS.
Electron. Notes Discret. Math., 2017
Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign.
Comput. Oper. Res., 2017
A multi-objective model for the green capacitated location-routing problem considering environmental impact.
Comput. Ind. Eng., 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
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
An infeasibility certificate for nonlinear programming based on Pareto criticality condition.
Oper. Res. Lett., 2016
Combining ARFIMA models and fuzzy time series for the forecast of long memory time series.
Neurocomputing, 2016
Int. J. Approx. Reason., 2016
Erratum to "A cooperative coevolutionary algorithm for the Multi-Depot Vehicle Routing Problem [Expert Systems with Applications 43 (2015) 117-130]".
Expert Syst. Appl., 2016
Expert Syst. Appl., 2016
Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems.
Evol. Comput., 2016
Appl. Intell., 2016
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
An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016
A hybrid evolutionary probabilistic forecasting model applied for rainfall and wind power forecast.
Proceedings of the 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2016
Competitive coevolutionary algorithm for robust multi-objective optimization: The worst case minimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Aggregation Trees for visualization and dimension reduction in many-objective optimization.
Inf. Sci., 2015
A New Perspective on Channel Allocation in WLAN: Considering the Total Marginal Utility of the Connections for the Users.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Multi-objective Evolutionary Algorithm with Discrete Differential Mutation Operator for Service Restoration in Large-Scale Distribution Systems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
2014
Optim. Lett., 2014
Optim. Lett., 2014
Expert Syst. Appl., 2014
Feature extraction in Brazilian Sign Language Recognition based on phonological structure and using RGB-D sensors.
Expert Syst. Appl., 2014
Differential evolution using ancestor tree for service restoration in power distribution systems.
Appl. Soft Comput., 2014
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 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
A study on the configuration of migratory flows in island model differential evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
A heuristic fuzzy algorithm bio-inspired by Evolution Strategies for energy forecasting problems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
2013
Proceedings of the Handbook of Optimization - From Classical to Modern Approach, 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
A Non-parametric Harmony-Based Objective Reduction Method for Many-Objective Optimization.
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
2012
Electron. Notes Discret. Math., 2012
Appl. Soft Comput., 2012
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012
Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution Algorithms.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary Algorithms.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
2011
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
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Pareto Cone <i>ε</i>-Dominance: Improving Convergence and Diversity in Multiobjective Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Memetic and Evolutionary Design of Wireless Sensor Networks Based on Complex Network Characteristics.
Int. J. Nat. Comput. Res., 2010
Int. J. Nat. Comput. Res., 2010
Proceedings of the IEEE International Conference on Systems, 2010
LMI formulation for multiobjective learning in Radial Basis Function neural networks.
Proceedings of the International Joint Conference on Neural Networks, 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
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
A quality metric for multi-objective optimization based on Hierarchical Clustering Techniques.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
A Differential Mutation operator for the archive population of multi-objective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Local Search with Quadratic Approximations into Memetic Algorithms for Optimization with Multiple Criteria.
Evol. Comput., 2008
2007
Design of mixed H<sub>2</sub>/H<sub>infinity</sub> control systems using algorithms inspired by the immune system.
Inf. Sci., 2007
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
Local search with quadratic approximation in Genetic Algorithms for expensive optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
A Quadratic Approximation-Based Local Search Procedure for Multiobjective Genetic Algorithms.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Constraint quadratic approximation operator for treating equality constraints with genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005