Roberto Zanetti Freire

发表

Swim velocity profile identification through a Dynamic Self-adaptive Multiobjective Harmonic Search and RBF neural networks

Leandro dos Santos Coelho, Helon V. H. Ayala, Luciano Ferreira da Cruz, 2014, ESANN.

Image Representation of Time Series for Reinforcement Learning Trading Agent

Leandro dos Santos Coelho, Roberto Zanetti Freire, Guinther Kovalski da Costa, 2020 .

A Generic WebLab Control Tuning Experience Using the Ball and Beam Process and Multiobjective Optimization Approach

Roberto Zanetti Freire, Guinther Kovalski da Costa, Luciano Antonio Mendes, 2020, Inf..

Static force capability optimization of humanoids robots based on modified self-adaptive differential evolution

Leandro dos Santos Coelho, Juliano Pierezan, Gilberto Reynoso-Meza, 2017, Comput. Oper. Res..

Convolutional neural network approach applied to distracted driver classification

Leandro dos Santos Coelho, Roberto Zanetti Freire, R. Z. Freire, 2019, Proceedings of the 25th International Congress of Mechanical Engineering.

Optimized Ensemble Extreme Learning Machine for Classification of Electrical Insulators Conditions

Roberto Zanetti Freire, Ademir Nied, R. Z. Freire, 2020, IEEE Transactions on Industrial Electronics.

THERMAL COMFORT BASED PREDICTIVE CONTROLLERS FOR BUILDING HEATING SYSTEMS

Nathan Mendes, Gustavo H. C. Oliveira, Roberto Zanetti Freire, 2005 .

Hygrothermal Dynamic and Mould Growth Risk Predictions for Concrete Tiles by Using Least Squares Support Vector Machines

Leandro dos Santos Coelho, Roberto Zanetti Freire, Gerson Henrique dos Santos, 2017 .

XGBOOST APPLIED TO MODEL AN AIRCRAFT ENGINE RPM-FUEL RELATIONSHIP THROUGH NONLINEAR BLACK-BOX SYSTEM IDENTIFICATION

Leandro dos Santos Coelho, A. R. Tavakolpour-Saleh, Roberto Zanetti Freire, 2018 .

Feature Extraction for On-Road Vehicle Detection Based on Support Vector Machine

Leandro dos Santos Coelho, Roberto Zanetti Freire, Samuel Giatti Silva Filho, 2017, ESANN.

RBF Neural Network combined with self-adaptive MODE and Genetic Algorithm to identify velocity profile of swimmers

Leandro dos Santos Coelho, Gilberto Reynoso-Meza, Luciano Ferreira da Cruz, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Predicting the Temperature Profile of Indoor Buildings by using Orthonormal Basis Functions

Nathan Mendes, Roberto Zanetti Freire, Marc Abadie, 2009 .

Control of a Refrigeration System Benchmark Problem: An Approach based on COR Metaheuristic Algorithm and TOPSIS Method

Gilberto Reynoso-Meza, Roberto Zanetti Freire, R. Z. Freire, 2019, IFAC-PapersOnLine.

Pedestrian recognition using micro Doppler effects of radar signals based on machine learning and multi-objective optimization

Alessandro Zimmer, Roberto Zanetti Freire, Thomas Brandmeier, 2019, Expert Syst. Appl..

Efficient Sampling of PI Controllers in Evolutionary Multiobjective Optimization

Leandro dos Santos Coelho, Gilberto Reynoso-Meza, Roberto Zanetti Freire, 2015, GECCO.

B-Spline neural network and chaotic harmony search applied to yo-yo motion system identification

Leandro dos Santos Coelho, Viviana Cocco Mariani, Roberto Zanetti Freire, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Diversity-guided generalized extremal optimization for transformer design problem

Leandro dos Santos Coelho, Viviana Cocco Mariani, Mauricio Valencia Ferreira da Luz, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Predicting building's corners hygrothermal behavior by using a Fuzzy inference system combined with clustering and Kalman filter

Viviana Cocco Mariani, Roberto Zanetti Freire, Gerson Henrique dos Santos, 2016 .

A simulation environment for performance analysis of HVAC systems

Ricardo C. L. F. Oliveira, Nathan Mendes, Roberto Zanetti Freire, 2008 .

Genetic Algorithm for Topology Optimization of an Artificial Neural Network Applied to Aircraft Turbojet Engine Identification

Leandro dos Santos Coelho, A. R. Tavakolpour-Saleh, Helon V. H. Ayala, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Biogeography-based Optimization approach based on Predator-Prey concepts applied to path planning of 3-DOF robot manipulator

Leandro dos Santos Coelho, Roberto Zanetti Freire, Marsil de Athayde Costa e. Silva, 2010, 2010 IEEE 15th Conference on Emerging Technologies & Factory Automation (ETFA 2010).

Cascaded evolutionary multiobjective identification based on correlation function statistical tests for improving velocity analyzes in swimming

Leandro dos Santos Coelho, Helon V. H. Ayala, Luciano Ferreira da Cruz, 2014, 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM).

EVALUATION OF DISTINCT EVOLUTIONARY ALGORITHMS APPLIED TO PID-TUNING IN THERMAL SYSTEMS

Eduardo Alves Portela Santos, Roberto Zanetti Freire, Ricardo Massao Kagami, 2019 .

Photovoltaic power forecasting using wavelet Neuro-Fuzzy for active solar trackers

Roberto Zanetti Freire, Ademir Nied, R. Z. Freire, 2021, J. Intell. Fuzzy Syst..

On the improvement of static force capacity of humanoid robots based on plants behavior

Leandro dos Santos Coelho, Juliano Pierezan, Gilberto Reynoso-Meza, 2016, ESANN.

A WebLab Control Experiment using the Ball and Beam System and Multiobjective Optimization

Roberto Zanetti Freire, Guinther Kovalski da Costa, Luciano Antonio Mendes, 2019, 2019 5th Experiment International Conference (exp.at'19).

Swim velocity profile identification by using a modified differential evolution method associated with RBF Neural Network

Roberto Zanetti Freire, Leandro dos Santos Coelho, R. Z. Freire, 2013 .

PMV-Based Predictive Algorithms for Controlling Thermal Comfort in Building Plants

Nathan Mendes, Roberto Zanetti Freire, R. Z. Freire, 2007, 2007 IEEE International Conference on Control Applications.

Cascaded free search differential evolution applied to nonlinear system identification based on correlation functions and neural networks

Leandro dos Santos Coelho, Helon V. H. Ayala, Luciano Ferreira da Cruz, 2014, 2014 IEEE Symposium on Computational Intelligence in Control and Automation (CICA).

MULTIOBJECTIVE OPTIMIZATION OF HEAT EXCHANGER DESIGN THROUGH HEURISTIC KALMAN ALGORITHM

Leandro dos Santos Coelho, Roberto Zanetti Freire, Pedro Henrique Domingues, 2019, Proceedings of the 25th International Congress of Mechanical Engineering.

The use of RBF neural network to predict building's corners hygrothermal behavior

Leandro dos Santos Coelho, Viviana Cocco Mariani, Roberto Zanetti Freire, 2015, ESANN.

Radar Based Pedestrian Detection using Support Vector Machine and the Micro Doppler Effect

Leandro dos Santos Coelho, Alessandro Zimmer, Roberto Zanetti Freire, 2018, ESANN.

Evolutionary multi-objective optimisation with preferences for multivariable PI controller tuning

Xavier Blasco Ferragud, Gilberto Reynoso-Meza, Javier Sanchis, 2016, Expert Syst. Appl..

Electrical Insulator Fault Forecasting Based on a Wavelet Neuro-Fuzzy System

Leandro dos Santos Coelho, Roberto Zanetti Freire, Ademir Nied, 2020 .

Minimizing computational cost and energy demand of building lighting systems: A real time experiment using a modified competition over resources algorithm

Roberto Zanetti Freire, Luciano Antonio Mendes, Leandro dos Santos Coelho, 2017 .

Population's variance-based Adaptive Differential Evolution for real parameter optimization

Leandro dos Santos Coelho, Helon V. H. Ayala, Roberto Zanetti Freire, 2013, 2013 IEEE Congress on Evolutionary Computation.

Improved multiobjective particle swarm optimization for designing PID controllers applied to robotic manipulator

Leandro dos Santos Coelho, Juliano Pierezan, Helon V. H. Ayala, 2014, 2014 IEEE Symposium on Computational Intelligence in Control and Automation (CICA).

A Zaslavskii firefly approach applied to Loney's solenoid benchmark

Leandro dos Santos Coelho, Viviana Cocco Mariani, Roberto Zanetti Freire, 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Capacitive effect on the heat transfer through building glazing systems

Nathan Mendes, Roberto Zanetti Freire, Marc Abadie, 2011 .

Different approaches on how to improve braking performance in M3 vehicles to meet secondary brake requirements from ECE R13 regulation through low cost solutions

Luciano Ferreira da Cruz, Roberto Zanetti Freire, Claudemir Rudek, 2020 .

Improved Cat Swarm Optimization approach applied to reliability-redundancy problem

Leandro dos Santos Coelho, Viviana Cocco Mariani, Roberto Zanetti Freire, 2014, ESANN.

Agribusiness time series forecasting using Wavelet neural networks and metaheuristic optimization: An analysis of the soybean sack price and perishable products demand

Gabriel Trierweiler Ribeiro, Roberto Zanetti Freire, Leandro dos Santos Coelho, 2018, International Journal of Production Economics.

Improved multiobjective differential evolution with spherical pruning algorithm for optimizing 3D printing technology parametrization process

Leandro dos Santos Coelho, Roberto Zanetti Freire, R. Z. Freire, 2021, Annals of Operations Research.

Identification of temperature and moisture content fields using a combined neural network and clustering method approach

Nathan Mendes, Leandro dos Santos Coelho, Roberto Zanetti Freire, 2009 .

Development of regression equations for predicting energy and hygrothermal performance of buildings

Nathan Mendes, Gustavo H. C. Oliveira, Roberto Zanetti Freire, 2008 .