Leandro dos Santos Coelho
Orcid: 0000-0001-5728-943X
According to our database1,
Leandro dos Santos Coelho
authored at least 191 papers
between 1999 and 2024.
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Bibliography
2024
Deep reinforcement learning applied to a sparse-reward trading environment with intraday data.
Expert Syst. Appl., March, 2024
Random Convolutional Kernel Transform with Empirical Mode Decomposition for Classification of Insulators from Power Grid.
Sensors, February, 2024
Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting.
Appl. Intell., 2024
2023
Web pages from mockup design based on convolutional neural network and class activation mapping.
Multim. Tools Appl., October, 2023
Analyzing CARLA 's performance for 2D object detection and monocular depth estimation based on deep learning approaches.
Expert Syst. Appl., October, 2023
Explainable column-generation-based genetic algorithm for knapsack-like energy aware nanosatellite task scheduling.
Appl. Soft Comput., September, 2023
Decoding Electroencephalography Signal Response by Stacking Ensemble Learning and Adaptive Differential Evolution.
Sensors, August, 2023
Sensors, July, 2023
Group Method of Data Handling Using Christiano-Fitzgerald Random Walk Filter for Insulator Fault Prediction.
Sensors, July, 2023
Artif. Intell. Rev., May, 2023
Sensors, March, 2023
A Graph Neural Network Approach to Nanosatellite Task Scheduling: Insights into Learning Mixed-Integer Models.
CoRR, 2023
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
Multi-Objective Grouped Grey Wolf Optimization of PID Controllers Applied to a Water Treatment Plant Model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
Tuning of control parameters of the Whale Optimization Algorithm using fuzzy inference system.
J. Intell. Fuzzy Syst., 2022
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings.
Evol. Syst., 2022
Clinical Deterioration Prediction in Brazilian Hospitals Based on Artificial Neural Networks and Tree Decision Models.
CoRR, 2022
Discrete differential evolution metaheuristics for permutation flow shop scheduling problems.
Comput. Ind. Eng., 2022
Improved multiobjective differential evolution with spherical pruning algorithm for optimizing 3D printing technology parametrization process.
Ann. Oper. Res., 2022
Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
2021
Soft Comput., 2021
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection.
Pattern Recognit., 2021
Novel hybrid model based on echo state neural network applied to the prediction of stock price return volatility.
Expert Syst. Appl., 2021
IEEE Access, 2021
Space and Time Efficiency Analysis of Data-Driven Methods Applied to Embedded Systems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Seasonal-trend and multiobjective ensemble learning model for water consumption forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Real-Time Machine Learning Automation Applied to Failure Prediction in Automakers Supplier Manufacturing System.
Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021
2020
Meta-heuristic inspired by the behavior of the humpback whale tuned by a fuzzy inference system.
J. Intell. Fuzzy Syst., 2020
Multi-step ahead meningitis case forecasting based on decomposition and multi-objective optimization methods.
J. Biomed. Informatics, 2020
CoRR, 2020
Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables.
CoRR, 2020
Short-term forecasting of Amazon rainforest fires based on ensemble decomposition model.
CoRR, 2020
Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series.
Appl. Soft Comput., 2020
Optimization of drop ejection frequency in EHD inkjet printing system using an improved Firefly Algorithm.
Appl. Soft Comput., 2020
Nonlinear black-box system identification through coevolutionary algorithms and radial basis function artificial neural networks.
Appl. Soft Comput., 2020
Adversarial Autoencoder and Multi-Task Semi-Supervised Learning for Multi-stage Process.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Multi-step ahead Bitcoin Price Forecasting Based on VMD and Ensemble Learning Methods.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Electricity energy price forecasting based on hybrid multi-stage heterogeneous ensemble: Brazilian commercial and residential cases.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Towards a Machine Learning Failure Prediction System Applied to a Smart Manufacturing Process.
Proceedings of the Product Lifecycle Management Enabling Smart X, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
2019
Signal Process. Image Commun., 2019
A modified harmony search algorithm applied to capacitor placement of radial distribution networks considering voltage stability index.
Int. J. Bio Inspired Comput., 2019
Enhanced ensemble structures using wavelet neural networks applied to short-term load forecasting.
Eng. Appl. Artif. Intell., 2019
A case study on environmental sustainability: A study of the trophic changes in fish species as a result of the damming of rivers through clustering analysis.
Comput. Ind. Eng., 2019
Multi-Objective Ensemble Model for Short-Term Price Forecasting in Corn Price Time Series.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Genetic Algorithm for Topology Optimization of an Artificial Neural Network Applied to Aircraft Turbojet Engine Identification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Earthworm optimisation algorithm: a bio-inspired metaheuristic algorithm for global optimisation problems.
Int. J. Bio Inspired Comput., 2018
Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies, 2018
Multiobjective lightining search applied to Jiles-Atherton hysteresis model parameter estimation.
Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies, 2018
Radar Based Pedestrian Detection using Support Vector Machine and the Micro Doppler Effect.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Modeling of a 2-DOF Piezoelectric Micromanipulator at High Frequency Rates through Nonlinear Black-box System Identification.
Proceedings of the 2018 Annual American Control Conference, 2018
2017
Image forgery detection by semi-automatic wavelet soft-Thresholding with error level analysis.
Expert Syst. Appl., 2017
Static force capability optimization of humanoids robots based on modified self-adaptive differential evolution.
Comput. Oper. Res., 2017
B-Spline neural network and chaotic harmony search applied to yo-yo motion system identification.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 30th Symposium on Integrated Circuits and Systems Design: Chip on the Sands, 2017
Extreme Gradient Boosting Approach with Differential Evolution Tuning Applied on Service Time Prediction of Fire Events.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
2016
Int. J. Bio Inspired Comput., 2016
Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization.
Expert Syst. Appl., 2016
RBF Neural Network combined with self-adaptive MODE and Genetic Algorithm to identify velocity profile of swimmers.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Nonlinear model predictive control hardware implementation with custom-precision floating point operations.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016
On the improvement of static force capacity of humanoid robots based on plants behavior.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Image thresholding segmentation based on a novel beta differential evolution approach.
Expert Syst. Appl., 2015
Wavenet using artificial bee colony applied to modeling of truck engine powertrain components.
Eng. Appl. Artif. Intell., 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Binary optimization using hybrid particle swarm optimization and gravitational search algorithm.
Neural Comput. Appl., 2014
Eng. Appl. Artif. Intell., 2014
A self-adaptive chaotic differential evolution algorithm using gamma distribution for unconstrained global optimization.
Appl. Math. Comput., 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the ECTA 2014, 2014
A Differential Beta Quantum-behaved Particle Swarm Optimization for Circular Antenna Array Design.
Proceedings of the ECTA 2014, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Bat-inspired optimization approach applied to jiles-atherton hysteresis parameters tuning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Swim velocity profile identification through a Dynamic Self-adaptive Multiobjective Harmonic Search and RBF neural networks.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Cascaded evolutionary multiobjective identification based on correlation function statistical tests for improving velocity analyzes in swimming.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014
Improved multiobjective particle swarm optimization for designing PID controllers applied to robotic manipulator.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Control and Automation, 2014
Cascaded free search differential evolution applied to nonlinear system identification based on correlation functions and neural networks.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Control and Automation, 2014
2013
Modified imperialist competitive algorithm based on attraction and repulsion concepts for reliability-redundancy optimization.
Expert Syst. Appl., 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Chaotic Quantum-behaved Particle Swarm Optimization Approach Applied to Inverse Heat Transfer Problem.
Proceedings of the IJCCI 2013, 2013
Firefly approach optimized wavenets applied to multivariable identification of a thermal process.
Proceedings of Eurocon 2013, 2013
Population's variance-based Adaptive Differential Evolution for real parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the 2013 NASA/ESA Conference on Adaptive Hardware and Systems, 2013
2012
Modified differential evolution approach for optimization of planar parallel manipulators force capabilities.
Expert Syst. Appl., 2012
Least squares support vector machines with tuning based on chaotic differential evolution approach applied to the identification of a thermal process.
Expert Syst. Appl., 2012
A GMDH polynomial neural network-based method to predict approximate three-dimensional structures of polypeptides.
Expert Syst. Appl., 2012
Solution of Jiles-Atherton vector hysteresis parameters estimation by modified Differential Evolution approaches.
Expert Syst. Appl., 2012
Tuning of PID controller based on a multiobjective genetic algorithm applied to a robotic manipulator.
Expert Syst. Appl., 2012
Firefly algorithm approach based on chaotic Tinkerbell map applied to multivariable PID controller tuning.
Comput. Math. Appl., 2012
Electrical Transmission Lines Design through Integer Multiobjective Particle Swarm Optimization Approach.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Hardware implementation of GMDH-type artificial neural networks and its use to predict approximate three-dimensional structures of proteins.
Proceedings of the 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip (ReCoSoC), 2012
Parallel Algorithm for Landform Attributes Representation on Multicore and Multi-GPU Systems.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012
Artificial Immune Network Approach with Beta Differential Operator Applied to Optimization of Heat Exchangers.
Proceedings of the Artificial Immune Systems - 11th International Conference, 2012
2011
A Discrete Differential Evolution Approach with Local Search for Traveling Salesman Problems.
Proceedings of the Innovative Computing Methods and Their Applications to Engineering Problems, 2011
Proceedings of the Innovative Computing Methods and Their Applications to Engineering Problems, 2011
Clonal Selection Algorithm Applied to Economic Dispatch Optimization of Electrical Energy.
Proceedings of the Innovative Computing Methods and Their Applications to Engineering Problems, 2011
A hybrid shuffled complex evolution approach with pattern search for unconstrained optimization.
Math. Comput. Simul., 2011
Modified differential evolution approaches applied in exergoeconomic analysis and optimization of a cogeneration system.
Expert Syst. Appl., 2011
A calibration approach based on Takagi-Sugeno fuzzy inference system for digital electronic compasses.
Expert Syst. Appl., 2011
A tuning strategy for multivariable PI and PID controllers using differential evolution combined with chaotic Zaslavskii map.
Expert Syst. Appl., 2011
Adaptive cascade control of a hydraulic actuator with an adaptive dead-zone compensation and optimization based on evolutionary algorithms.
Expert Syst. Appl., 2011
A hybrid shuffled complex evolution approach based on differential evolution for unconstrained optimization.
Appl. Math. Comput., 2011
Opposition-based shuffled PSO with passive congregation applied to FM matching synthesis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
A normative differential evolution approach for estimation of heat transfer coefficient during freezing treatment by inverse analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
A Harmony Search Approach Using Exponential Probability Distribution Applied to Fuzzy Logic Control Optimization.
Proceedings of the Recent Advances In Harmony Search Algorithm, 2010
Multiobjective Gaussian Particle Swarm Approach Applied to Multi-loop PI Controller Tuning of a Quadruple-Tank System.
Proceedings of the Multi-Objective Swarm Intelligent Systems - Theory & Experiences, 2010
Computational intelligence approach to PID controller design using the universal model.
Inf. Sci., 2010
Expert Syst. Appl., 2010
Chaotic synchronization using PID control combined with population based incremental learning algorithm.
Expert Syst. Appl., 2010
A modified ant colony optimization algorithm based on differential evolution for chaotic synchronization.
Expert Syst. Appl., 2010
Gaussian quantum-behaved particle swarm optimization approaches for constrained engineering design problems.
Expert Syst. Appl., 2010
Cauchy particle swarm optimization with dynamic adaptation applied to inverse heat transfer problem.
Proceedings of the IEEE International Conference on Systems, 2010
Biogeography-Based Optimization Combined with Predator-Prey Approach Applied to Economic Load Dispatch.
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
Clonal Selection Algorithm with Oppositional Approach Applied to Trajectory Planning of a Robotic Manipulator.
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
Hardware Particle Swarm Optimization Based on the Attractive-Repulsive Scheme for Embedded Applications.
Proceedings of the ReConFig'10: 2010 International Conference on Reconfigurable Computing and FPGAs, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Biogeography-based Optimization approach based on Predator-Prey concepts applied to path planning of 3-DOF robot manipulator.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010
Differential evolution with dynamic adaptation of mutation factor applied to inverse heat transfer problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Chaotic differential Harmony Search algorithm applied to power economic dispatch of generators with multiple fuel options.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Comparison between two FPGA implementations of the Particle Swarm Optimization algorithm for high-performance embedded applications.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010
Accelerating the Shuffled Frog Leaping algorithm by parallel implementations in FPGAs.
Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010
2009
Self-Organizing Migrating Strategies Applied to Reliability-Redundancy Optimization of Systems.
IEEE Trans. Reliab., 2009
An efficient particle swarm approach for mixed-integer programming in reliability-redundancy optimization applications.
Reliab. Eng. Syst. Saf., 2009
Microelectron. Reliab., 2009
Improved differential evolution approach based on cultural algorithm and diversity measure applied to solve economic load dispatch problems.
Math. Comput. Simul., 2009
Self-organizing migration algorithm applied to machining allocation of clutch assembly.
Math. Comput. Simul., 2009
Use of an artificial immune network optimization approach to tune the parameters of a discrete variable structure controller.
Expert Syst. Appl., 2009
A Normative Self-Organizing Migrating Algorithm for Power Economic Dispatch of Thermal Generators with Valve-Point Effects and Multiple Fuels.
Proceedings of the IEEE International Conference on Systems, 2009
A Harmony Search Algorithm Combined with Differential Operator Applied to Reliability-Redundancy Optimization.
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the ReConFig'09: 2009 International Conference on Reconfigurable Computing and FPGAs, 2009
Hardware Architecture for Particle Swarm Optimization Using Floating-Point Arithmetic.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
2008
Gaussian Quantum-Behaved Particle Swarm Optimization Applied to Fuzzy PID Controller Design.
Proceedings of the Quantum Inspired Intelligent Systems, 2008
Int. J. Comput. Appl. Technol., 2008
Use of chaotic sequences in a biologically inspired algorithm for engineering design optimization.
Expert Syst. Appl., 2008
B-spline neural network design using improved differential evolution for identification of an experimental nonlinear process.
Appl. Soft Comput., 2008
Particle swarm approaches using Lozi map chaotic sequences to fuzzy modelling of an experimental thermal-vacuum system.
Appl. Soft Comput., 2008
Adv. Eng. Softw., 2008
Quantum Gaussian particle swarm optimization approach for PID controller design in AVR system.
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008
Cultural differential evolution approach to optimize the economic dispatch of electrical energy using thermal generators.
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008
2007
Differential Evolution Approach Using Chaotic Sequences Applied to Planning of Mobile Robot in a Static Environment with Obstacles.
Proceedings of the Mobile Robots: The Evolutionary Approach, 2007
Fuzzy Identification Based on a Chaotic Particle Swarm Optimization Approach Applied to a Nonlinear Yo-yo Motion System.
IEEE Trans. Ind. Electron., 2007
Computational intelligence approaches and linear models in case studies of forecasting exchange rates.
Expert Syst. Appl., 2007
Proceedings of the IEEE International Conference on Systems, 2007
Fuzzy Model and Particle Swarm Optimization for Nonlinear Identification of a Chua's Oscillator.
Proceedings of the FUZZ-IEEE 2007, 2007
Proceedings of the IEEE International Conference on Control Applications, 2007
2006
Coevolutionary Particle Swarm Optimization Using Gaussian Distribution for Solving Constrained Optimization Problems.
IEEE Trans. Syst. Man Cybern. Part B, 2006
Particle Swarm Optimization with Quasi-Newton Local Search for Solving Economic Dispatch Problem.
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Neural Networks, Fuzzy System, and Linear Models in Forecasting Exchange Rates: Comparison and Case Studies.
Proceedings of the International Joint Conference on Neural Networks, 2006
Nonlinear System Identification Based on B-Spline Neural Network and Modified Particle Swarm Optimization.
Proceedings of the International Joint Conference on Neural Networks, 2006
Fuzzy Modeling Using Chaotic Particle Swarm Approaches Applied to a Yo-yo Motion System.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
An Efficient Particle Swarm Optimization Approach Based on Cultural Algorithm Applied to Mechanical Design.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Optimization and Modeling in the Co-Processing of Wastes in Cement Industry Comprising Cost, Quality and Environmental Impact using SQP, Genetic Algorithm, and Differential Evolution.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
Particle Swarm Optimization (PSO) applied to Fuzzy Modeling in a Thermal-Vacuum System.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
Radial Basis Neural Network Learning Based on Particle Swarm Optimization to Multistep Prediction of Chaotic Lorenz's System.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
2004
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004
Solving Facility Layout Problems with a Set of Geometric Hard-constraints using Tabu Search.
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004
Nonlinear Identification Method of a Yo-yo System Using Fuzzy Model and Fast Particle Swarm Optimisation.
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004
Co-evolutionary particle swarm optimization for min-max problems using Gaussian distribution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2002
Parameters tuning of multivariable controllers based on memetic algorithm: fundamentals and application.
Proceedings of the 2002 IEEE International Symposium on Intelligent Control, 2002
2000
Identificação e controle de processos multivariáveis via metodologias avançadas e inteligência computacional.
PhD thesis, 2000
1999
Automatic tuning of PID and gain scheduling PID controllers by a derandomized evolution strategy.
Artif. Intell. Eng. Des. Anal. Manuf., 1999