V. Mariani

发表

Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect

L. Coelho, L. Coelho, V. Mariani, 2006, IEEE Transactions on Power Systems.

Multiband Patch Antenna Design Using Nature-Inspired Optimization Method

Sotirios K Goudos, Maria S. Papadopoulou, P. Sarigiannidis, 2021, IEEE Open Journal of Antennas and Propagation.

Volumetric efficiency optimization of a single-cylinder D.I. diesel engine using differential evolution algorithm

Leandro dos Santos Coelho, Viviana Cocco Mariani, José Antonio Velásquez, 2016 .

Use of chaotic sequences in a biologically inspired algorithm for engineering design optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2008, Expert Syst. Appl..

Electromagnetic Optimization Based on Gaussian Crow Search Approach

A. Askarzadeh, V. Mariani, L. dos Santos Coelho, 2018, 2018 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM).

Solving non-smooth economic dispatch by a new combination of continuous GRASP algorithm and differential evolution

L. Coelho, V. Mariani, G. Reynoso-Meza, 2017 .

Harmony Search Approach Based on Ricker Map for Multi-Objective Transformer Design Optimization

V. Mariani, L. dos Santos Coelho, J. Leite, 2015, IEEE Transactions on Magnetics.

Evaluating the influence of the width of inlet slot on the prediction of indoor airflow: Comparison with experimental data

K. C. Mendonça, V. Mariani, R. M. Susin, 2009 .

Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting

L. Coelho, V. Mariani, S. Moreno, 2022, International Journal of Electrical Power & Energy Systems.

A novel chaotic particle swarm optimization approach using Hénon map and implicit filtering local search for economic load dispatch

L. Coelho, V. Mariani, 2009 .

Differential evolution based on truncated Lévy-type flights and population diversity measure to solve economic load dispatch problems

Leandro dos Santos Coelho, Viviana Cocco Mariani, Teodoro Cardoso Bora, 2014 .

INFLUENCE OF ASPECT RATIO IN THE TURBULENT CONVECTION IN CAVITIES

K. C. Mendonça, V. Mariani, R. Guimarães, 2018 .

NUMERICAL ANALYSIS OF INDOOR AIR FLOW IN A ROOM VENTILATED BY A HORIZONTAL JET

K. C. Mendonça, V. Mariani, R. M. Susin, 2008 .

Combining of Differential Evolution and Implicit Filtering Algorithm Applied to Electromagnetic Design Optimization

L. Coelho, V. Mariani, 2007 .

Use of Cultural Particle Swarm Optimization for Loney's Solenoids Design

L. dos Santos Coelho, V. Mariani, L. dos Santos Coelho, 2006, 2006 12th Biennial IEEE Conference on Electromagnetic Field Computation.

Apparent thermal diffusivity estimation of the banana during drying using inverse method

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2008 .

Determination of thermophysical properties of yacon (Smallanthus sonchifolius) to be used in a finite element simulation

V. Mariani, M. L. Masson, Camila A Perussello, 2013 .

Combined modeling of thermal properties and freezing process by convection applied to green beans

V. Mariani, Camila A Perussello, Á. Amarante, 2011 .

Estimation of apparent thermal conductivity of carrot purée during freezing using inverse problem

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2009 .

Determination of the diffusion coefficient of dry mushrooms using the inverse method.

Viviana Cocco Mariani, Zaqueu Ernesto da Silva, V. Mariani, 2009 .

A Eulerian-Lagrangian Method Applied to Fluid Flow in Lid-Driven Cavities With Irregular Bottom Walls

A. T. Prata, V. Mariani, 2008 .

Chaotic Differential Evolution Applied to Electromagnetics Optimization

L. dos Santos Coelho, V. Mariani, L. dos Santos Coelho, 2006, 2006 12th Biennial IEEE Conference on Electromagnetic Field Computation.

Radiative heat transfer considering the effect of multiple reflections in greenhouse structures

V. Mariani, L. M. Moura, C. Strobel, 2016 .

Transient Numerical Analysis of Natural Convection in Partially Open Cavities Filled with Water near the Density Inversion Point

V. Mariani, É. Fontana, A. K. D. Silva, 2020 .

Design of spiral heat exchanger from economic and thermal point of view using a tuned wind-driven optimizer

L. Coelho, V. Mariani, Emerson Hochsteiner de Vasconcelos Segundo, 2018 .

Metaheuristic inspired on owls behavior applied to heat exchangers design

Viviana Cocco Mariani, Leandro dos Santos Coelho, Emerson Hochsteiner de Vasconcelos Segundo, 2019 .

A Shell-and-Tube Heat Exchanger Optimization by Differential Evolution

Marcos Batistella Lopes, V. Mariani, L. C. Martinez, 2016 .

Predictions of Lid-Driven Flow in a Two-Dimensional Irregular Cavity: a Numerical Study

V. Mariani, B. Pasquim, 2011 .

Thermophysical properties of yacon ( Smallanthus sonchifolius ): experimental determination and effect of moisture content

V. Mariani, M. L. Masson, Camila A Perussello, 2015 .

Multi-step short-term wind speed forecasting based on multi-stage decomposition coupled with stacking-ensemble learning approach

José Henrique Kleinübing Larcher, L. Coelho, V. Mariani, 2022, International Journal of Electrical Power & Energy Systems.

Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam

Leandro dos Santos Coelho, Viviana Cocco Mariani, Ademir Nied, 2022, Electric Power Systems Research.

A comprehensive review on Jaya optimization algorithm

L. Coelho, R. Rao, V. Mariani, 2022, Artificial Intelligence Review.

Non-Uniformly Spaced Linear Antenna Array Design Using PEEC and Coyote Optimization Algorithm

Leandro dos Santos Coelho, Juliano Pierezan, Viviana Cocco Mariani, 2018 .

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.

A Multivariable Coupling Design for Variable Structure Control Using Particle Swarm Optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2006 .

Support vector approach using data augmentation with copula function applied to load forecasting

Leandro dos Santos Coelho, Gabriel Trierweiler Ribeiro, Helon Vicente Hultmann Ayala, 2019, Proceedings of the 25th International Congress of Mechanical Engineering.

Evolutionary Support Vector Regression Approach Applied to Backstroke Start Performance Modelling

Kelly de Jesus, Leandro dos Santos Coelho, Leandro Machado, 2017 .

Optimization of operating conditions of the Fischer–Tropsch synthesis based on multi-objective differential evolution algorithm

V. Mariani, É. Fontana, Vinícius Reisdorfer Leite, 2022, Journal of the Brazilian Society of Mechanical Sciences and Engineering.

Pressure prediction of a spark ignition single cylinder engine using optimized extreme learning machine models

Viviana Cocco Mariani, Leandro dos Santos Coelho, Stephan Hennings Och, 2019, Applied Energy.

Image thresholding segmentation based on a novel beta differential evolution approach

Leandro dos Santos Coelho, Viviana Cocco Mariani, Helon V. H. Ayala, 2015, Expert Syst. Appl..

Wind turbine blade geometry design based on multi-objective optimization using metaheuristics

Viviana Cocco Mariani, Sinvaldo Rodrigues Moreno, Helon Vicente Hultmann Ayala, 2018, Energy.

Mass transfer during the osmotic dehydration of West Indian cherry

V. Mariani, Mirtes Aparecida da Conceição Silva, Z. E. D. Silva, 2012 .

Thermophysical Properties of Okara During Drying

V. Mariani, Camila A Perussello, Á. Amarante, 2014 .

Development of a Linear Heat Source Probe and Determination of Banana Thermal Conductivity

V. Mariani, Camila A Perussello, L. Mendes, 2010 .

Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil

Leandro dos Santos Coelho, Viviana Cocco Mariani, Ramon Gomes da Silva, 2020, Chaos, Solitons & Fractals.

Multi-step ahead meningitis case forecasting based on decomposition and multi-objective optimization methods

Leandro dos Santos Coelho, Viviana Cocco Mariani, Matheus Henrique Dal Molin Ribeiro, 2020, Journal of Biomedical Informatics.

MOBOpt - multi-objective Bayesian optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Emerson Hochsteiner de Vasconcelos Segundo, 2020, SoftwareX.

Binary coyote optimization algorithm for feature selection

Leandro dos Santos Coelho, Juliano Pierezan, Viviana Cocco Mariani, 2020, Pattern Recognit..

A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting

Viviana Cocco Mariani, Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, 2020 .

On the use of particle-wall interaction models to predict particle-laden flow in 90-deg bends

K. C. Mendonça, Marcos Batistella Lopes, V. Mariani, 2020 .

On the use of particle-wall interaction models to predict particle-laden flow in 90-deg bends

K. C. Mendonça, Marcos Batistella Lopes, V. Mariani, 2020, Building Simulation.

Multiobjective scatter search approach with new combination scheme applied to solve environmental/economic dispatch problem

Viviana Cocco Mariani, Leandro dos Santos Coelho, Carlos Eduardo Klein, 2013 .

Short-term forecasting of Amazon rainforest fires based on ensemble decomposition model pdf

Leandro dos Santos Coelho, Viviana Cocco Mariani, Ramon Gomes da Silva, 2020, ArXiv.

Solar Power Forecasting Based on Ensemble Learning Methods

Leandro dos Santos Coelho, Viviana Cocco Mariani, Naylene Fraccanabbia, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Natural convection in a partially open square cavity with internal heat source: An analysis of the opening mass flow

Viviana Cocco Mariani, Éliton Fontana, V. Mariani, 2011 .

Natural convection heat transfer in partially open enclosures containing an internal local heat source

L. Coelho, V. Mariani, 2007 .

Natural Convection: Analysis of Partially Open Enclosures With an Internal Heated Source

Viviana Cocco Mariani, V. Mariani, Adriano Alves da Silva, 2007 .

Modified differential evolution approaches applied in exergoeconomic analysis and optimization of a cogeneration system

Leandro dos Santos Coelho, Viviana Cocco Mariani, P. K. Sahoo, 2011, Expert Syst. Appl..

Solutions for Incompressible Viscous Flow in a Triangular Cavity using Cartesian Grid Method

V. C. Mariani, V. Mariani, B. M. Pasquim, 2008 .

Numerical Results for a Colocated Finite-Volume Scheme on Voronoi Meshes for Navier-Stokes Equations

V. Mariani, S. Peters, E. Alonso, 2008 .

Numerical Study of Natural Convection in a Partially Open Environment With a Heat Generating Source

V. Mariani, Adriano Alves da Silva, 2006 .

Hybrid multi-stage decomposition with parametric model applied to wind speed forecasting in Brazilian Northeast

Viviana Cocco Mariani, Sinvaldo Rodrigues Moreno, Leandro dos Santos Coelho, 2021 .

Estimation of the apparent thermal diffusivity coefficient using an inverse technique

Leandro dos Santos Coelho, Viviana Cocco Mariani, V. Mariani, 2009 .

Modified Social-Spider Optimization Algorithm Applied to Electromagnetic Optimization

Emerson H. V. Segundo, Viviana C. Mariani, Carlos E. Klein, 2016, IEEE Transactions on Magnetics.

Study of the effects of flow channel with non-uniform cross-sectional area on PEMFC species and heat transfer

V. Mariani, S. Souza, A. A. U. Souza, 2011 .

Electricity Price Forecasting Based on Self-Adaptive Decomposition and Heterogeneous Ensemble Learning

Leandro dos Santos Coelho, Viviana Cocco Mariani, Ademir Nied, 2020, Energies.

Firefly algorithm approach based on chaotic Tinkerbell map applied to multivariable PID controller tuning

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2012, Comput. Math. Appl..

Chaotic artificial immune approach applied to economic dispatch of electric energy using thermal units

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2009 .

Design of heat exchangers using Falcon Optimization Algorithm

Viviana Cocco Mariani, Leandro dos Santos Coelho, Emerson Hochsteiner de Vasconcelos Segundo, 2019, Applied Thermal Engineering.

Cheetah Based Optimization Algorithm: A Novel Swarm Intelligence Paradigm

Leandro dos Santos Coelho, Viviana Cocco Mariani, Carlos Eduardo Klein, 2018, ESANN.

Maximizing the thermal performance index applying evolutionary multi-objective optimization approaches for double pipe heat exchanger

L. Coelho, V. Mariani, Mohamed Salem, 2022, Applied Thermal Engineering.

Integrative numerical modeling and thermodynamic optimal design of counter-flow plate-fin heat exchanger applying neural networks

L. Coelho, V. Mariani, Carlos Augusto Richter do Nascimento, 2020 .

A hybrid shuffled complex evolution approach based on differential evolution for unconstrained optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Luiz Guilherme Justi Luvizotto, 2011, Appl. Math. Comput..

Differential evolution with dynamic adaptation of mutation factor applied to inverse heat transfer problem

Leandro dos Santos Coelho, Viviana Cocco Mariani, Vagner Jorge Neckel, 2010, IEEE Congress on Evolutionary Computation.

Reliability-Redundancy Optimization Using a Chaotic Differential Harmony Search Algorithm

Leandro dos Santos Coelho, Viviana Cocco Mariani, Diego Luis de Andrade Bernert, 2011 .

A harmony search algorithm combined with differential operator applied to reliability-redundancy optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Diego Luis de Andrade Bernert, 2009, 2009 IEEE International Conference on Systems, Man and Cybernetics.

An improved harmony search algorithm for power economic load dispatch

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2009 .

An Efficient Particle Swarm Optimization Approach Based on Cultural Algorithm Applied to Mechanical Design

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Enhanced ensemble structures using wavelet neural networks applied to short-term load forecasting

Leandro dos Santos Coelho, Viviana Cocco Mariani, Gabriel Trierweiler Ribeiro, 2019, Eng. Appl. Artif. Intell..

Multi-objective optimization of the Stirling heat engine through self-adaptive Jaya algorithm

R. V. Rao, K. C. More, L. S. Coelho, 2017 .

Improved differential evolution approach based on cultural algorithm and diversity measure applied to solve economic load dispatch problems

Leandro dos Santos Coelho, Viviana Cocco Mariani, Rodrigo Clemente Thom Souza, 2009, Math. Comput. Simul..

Self-adaptive differential evolution applied to combustion engine calibration

Leandro dos Santos Coelho, Viviana Cocco Mariani, Gilberto Reynoso-Meza, 2021, Soft Computing.

Multiobjective Optimization of Transformer Design Using a Chaotic Evolutionary Approach

Viviana C. Mariani, Jean V. Leite, Fabio A. Guerra, 2014, IEEE Transactions on Magnetics.

Enhanced Flower Pollination Approach Applied to Electromagnetic Optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Emerson Hochsteiner de Vasconcelos Segundo, 2014, IJCCI.

Cultural differential evolution approach to optimize the economic dispatch of electrical energy using thermal generators

Leandro dos Santos Coelho, Viviana Cocco Mariani, Adriano Del Vigna de Almeida, 2008, 2008 IEEE International Conference on Emerging Technologies and Factory Automation.

An efficient cultural self-organizing migrating strategy for economic dispatch optimization with valve-point effect

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2010 .

Improved differential evolution algorithms for handling economic dispatch optimization with generator constraints

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2007 .

Mechanical Design Using Quantum-Behaved Particle Swarm Optimizer With Exponential Mutation Operator

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2006 .

Chaotic coyote algorithm applied to truss optimization problems

Juliano Pierezan, Viviana Cocco Mariani, Doddy Prayogo, 2021 .

Optimal chiller loading for energy conservation using a new differential cuckoo search approach

Samrat L. Sabat, Viviana Cocco Mariani, Leandro dos Santos Coelho, 2014 .

A normative differential evolution approach for estimation of heat transfer coefficient during freezing treatment by inverse analysis

Leandro dos Santos Coelho, Viviana Cocco Mariani, Carlos Eduardo Klein, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Numerical analysis of fluid flow through radial diffusers in the presence of a chamfer in the feeding orifice with a mixed Eulerian―Lagrangian method

Viviana Cocco Mariani, Cesar J. Deschamps, Alvaro T. Prata, 2010 .

Modified imperialist competitive algorithm based on attraction and repulsion concepts for reliability-redundancy optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Leonardo Dallegrave Afonso, 2013, Expert Syst. Appl..

A chaotic firefly algorithm applied to reliability-redundancy optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Diego Luis de Andrade Bernert, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Three-dimensional analysis of natural convection in a partially-open cavity with internal heat source

Viviana Cocco Mariani, Éliton Fontana, V. Mariani, 2013 .

Discrete differential evolution metaheuristics for permutation flow shop scheduling problems

Ramon Gomes da Silva, Márcia de Fátima Morais, L. Coelho, 2022, Comput. Ind. Eng..

Novel hybrid model based on echo state neural network applied to the prediction of stock price return volatility

Leandro dos Santos Coelho, Viviana Cocco Mariani, Gabriel Trierweiler Ribeiro, 2021, Expert Syst. Appl..

Maximizing volumetric efficiency using stochastic optimization techniques for internal combustion engines

Viviana Cocco Mariani, Stephan Hennings Och, Luís Mauro Moura, 2021, Applied Thermal Engineering.

Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings

Leandro dos Santos Coelho, Viviana Cocco Mariani, Mirco Rampazzo, 2021, Evolving Systems.

Chaotic Jaya Approaches to Solving Electromagnetic Optimization Benchmark Problems

Leandro dos Santos Coelho, Viviana Cocco Mariani, Sotirios K. Goudos, 2021 .

Multiobjective Ant Lion Approaches Applied to Electromagnetic Device Optimization

Leandro dos Santos Coelho, Juliano Pierezan, Viviana Cocco Mariani, 2021 .

Dengue Cases Forecasting Based on eXtreme Gradient Boosting Ensemble with Coyote Optimization

Ramon Gomes da Silva, L. Coelho, V. Mariani, 2021, Anais do 15. Congresso Brasileiro de Inteligência Computacional.

Thermodynamic optimization design for plate-fin heat exchangers by Tsallis JADE

Leandro dos Santos Coelho, Viviana Cocco Mariani, Emerson Hochsteiner de Vasconcelos Segundo, 2017 .

Economic optimization design for shell-and-tube heat exchangers by a Tsallis differential evolution

Viviana Cocco Mariani, Leandro dos Santos Coelho, Emerson Hochsteiner de Vasconcelos Segundo, 2017 .

Design of heat exchangers using a novel multiobjective free search differential evolution paradigm

Viviana Cocco Mariani, Ravipudi Venkata Rao, Helon Vicente Hultmann Ayala, 2016 .

Novel Gamma Differential Evolution Approach for Multiobjective Transformer Design Optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, M. V. Ferreira da Luz, 2013, IEEE Transactions on Magnetics.

Numerical and experimental analysis of the heat and mass transfer during okara drying

V. Mariani, Camila A Perussello, Á. Amarante, 2012 .

Multi-objective lightning search algorithm applied to wind farm layout optimization

Juliano Pierezan, Viviana Cocco Mariani, Sinvaldo Rodrigues Moreno, 2020 .

A Discrete Differential Evolution Approach with Local Search for Traveling Salesman Problems

Nadia Nedjah, Luiza de Macedo Mourelle, Leandro dos Santos Coelho, 2011, Innovative Computing Methods and Their Applications to Engineering Problems.

A hybrid shuffled complex evolution approach with pattern search for unconstrained optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2011, Math. Comput. Simul..

Improved firefly algorithm approach applied to chiller loading for energy conservation

Viviana Cocco Mariani, Leandro dos Santos Coelho, L. Coelho, 2013 .

Fuzzy Inference System Approach Using Clustering and Differential Evolution Optimization Applied to Identification of a Twin Rotor System

Viviana Cocco Mariani, Gilberto Reynoso-Meza, Leandro dos Santos Coelho, 2017 .

Enhanced Invasive Weed Optimization Algorithm Applied to Electromagnetic Optimization

Piergiorgio Alotto, Helon V. H. Ayala, Viviana C. Mariani, 2022 .

Analyzing CARLA 's performance for 2D object detection and monocular depth estimation based on deep learning approaches

Alan Naoto Tabata, L. Coelho, V. Mariani, 2023, Expert Syst. Appl..

Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables

Leandro dos Santos Coelho, Viviana Cocco Mariani, Ramon Gomes da Silva, 2020, Chaos, Solitons & Fractals.

Multiobjective Krill Herd Algorithm for Electromagnetic Optimization

Helon V. H. Ayala, Emerson H. V. Segundo, Viviana C. Mariani, 2016, IEEE Transactions on Magnetics.

Modified crow search approach applied to electromagnetic optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Alireza Askarzadeh, 2016, 2016 IEEE Conference on Electromagnetic Field Computation (CEFC).

Wind turbines anomaly detection based on power curves and ensemble learning

L. Coelho, V. Mariani, S. Moreno, 2020, IET Renewable Power Generation.

Ant Lion Approach Based on Lozi Map for Multiobjective Transformer Design Optimization

Leandro dos Santos Coelho, Juliano Pierezan, Viviana Cocco Mariani, 2018, 2018 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM).

Spiral inductor design based on fireworks optimization combined with free search

Leandro dos Santos Coelho, Viviana Cocco Mariani, Sotirios K. Goudos, 2018, 2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST).

Multiobjective Symbiotic Search Algorithm Approaches for Electromagnetic Optimization

Viviana Cocco Mariani, Helon Vicente Hultmann Ayala, Carlos Eduardo Klein, 2017, IEEE Transactions on Magnetics.

Multi-objective optimization of the environmental-economic dispatch with reinforcement learning based on non-dominated sorting genetic algorithm

Viviana Cocco Mariani, Leandro dos Santos Coelho, Teodoro Cardoso Bora, 2019, Applied Thermal Engineering.

Numerical investigation of several physical and geometric parameters in the natural convection into trapezoidal cavities

Francisco Marcondes, Viviana Cocco Mariani, Éliton Fontana, 2012 .

A normative self-organizing migrating algorithm for power economic dispatch of thermal generators with valve-point effects and multiple fuels

Leandro dos Santos Coelho, Viviana Cocco Mariani, Rodrigo Clemente Thom Souza, 2009, 2009 IEEE International Conference on Systems, Man and Cybernetics.

Firefly approach optimized wavenets applied to multivariable identification of a thermal process

Leandro dos Santos Coelho, Viviana Cocco Mariani, Carlos Eduardo Klein, 2013, Eurocon 2013.

Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices

L. O. Seman, L. Coelho, V. Mariani, 2023, Energies.

Convective Drying Kinetics and Darkening of Okara

V. Mariani, Camila A Perussello, Álvaro César Camargo do Amarante, 2009 .

Hot-Air Drying Characteristics of Soybeans and Influence of Temperature and Velocity on Kinetic Parameters

T. J. Lopes, V. Mariani, Camila A Perussello, 2014 .

Wavelet group method of data handling for fault prediction in electrical power insulators

Viviana Cocco Mariani, António E. Ruano, Ademir Nied, 2020 .

Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting

Viviana Cocco Mariani, Ademir Nied, Laio Oriel Seman, 2021, IEEE Access.

Cooperative ensemble learning model improves electric short-term load forecasting

L. Coelho, V. Mariani, M. Ribeiro, 2023, Chaos, Solitons & Fractals.

A self-adaptive chaotic differential evolution algorithm using gamma distribution for unconstrained global optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Helon V. H. Ayala, 2014, Appl. Math. Comput..

Least squares support vector machines with tuning based on chaotic differential evolution approach applied to the identification of a thermal process

Leandro dos Santos Coelho, Viviana Cocco Mariani, Luiz Guilherme Justi Luvizotto, 2012, Expert Syst. Appl..

Numerical analysis of mixed convection in partially open cavities heated from below

V. Mariani, Adriano Alves da Silva, É. Fontana, 2015 .

Video-Based Human Activity Recognition Using Deep Learning Approaches

L. O. Seman, V. Mariani, S. Stefenon, 2023, Sensors.

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model

L. O. Seman, E. Camponogara, V. Mariani, 2023, Sensors.

Structure Optimization of Ensemble Learning Methods and Seasonal Decomposition Approaches to Energy Price Forecasting in Latin America: A Case Study about Mexico

L. O. Seman, L. Coelho, V. Mariani, 2023, Energies.

Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction

L. O. Seman, L. Coelho, V. Mariani, 2023, Sensors.

Group Method of Data Handling Using Christiano–Fitzgerald Random Walk Filter for Insulator Fault Prediction

L. O. Seman, Nemesio Fava Sopelsa Neto, V. Mariani, 2023, Sensors.

Ensemble learning methods using the Hodrick–Prescott filter for fault forecasting in insulators of the electrical power grids

L. O. Seman, L. Coelho, V. Mariani, 2023, International Journal of Electrical Power & Energy Systems.

Prediction of the NOx and CO2 emissions from an experimental dual fuel engine using optimized random forest combined with feature engineering

L. Coelho, V. Mariani, S. H. Och, 2023, Energy.

A population-based simulated annealing algorithm for global optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Alireza Askarzadeh, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Machine Learning Models Applied to Predictive Maintenance in Automotive Engine Components

V. Mariani, Iron Tessaro, Leandro Coelho, 2020, Proceedings of 1st International Electronic Conference on Actuator Technology: Materials, Devices and Applications.

Improved Cat Swarm Optimization approach applied to reliability-redundancy problem

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

Numerical study of n-pentane separation using adsorption column

V. Mariani, S. Souza, A. A. U. Souza, 2005 .

Multiobjective wind driven optimization approach applied to transformer design

Leandro dos Santos Coelho, Viviana Cocco Mariani, Luiz Lebensztajn, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

A Wind Driven Approach Using Lévy Flights for Global Continuous Optimization

Leandro dos Santos Coelho, Viviana Cocco Mariani, Emerson Hochsteiner de Vasconcelos Segundo, 2014 .

Solution of Jiles-Atherton vector hysteresis parameters estimation by modified Differential Evolution approaches

Leandro dos Santos Coelho, Viviana Cocco Mariani, Jean Vianei Leite, 2012, Expert Syst. Appl..

Chaotic Quantum-behaved Particle Swarm Optimization Approach Applied to Inverse Heat Transfer Problem

Leandro dos Santos Coelho, Viviana Cocco Mariani, Fabio Alessandro Guerra, 2018, IJCCI.

Multiobjective Coyote Algorithm Applied to Electromagnetic Optimization

Juliano Pierezan, Leandro dos Santos Coelho, Viviana Cocco Mariani, 2019, 2019 22nd International Conference on the Computation of Electromagnetic Fields (COMPUMAG).

Computational Modelling of Fluid Flow in Radial Diffusers With Irregular Boundaries

Viviana Cocco Mariani, Alvaro T. Prata, A. T. Prata, 2006 .

Ensemble Learning Models Coupled with Urban Mobility Information Applied to Predict COVID-19 Incidence Cases

José Henrique Kleinübing Larcher, L. Coelho, V. Mariani, 2021, Modeling, Control and Drug Development for COVID-19 Outbreak Prevention.

Economic dispatch optimization using hybrid chaotic particle swarm optimizer

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

Particle Swarm Optimization with Quasi-Newton Local Search for Solving Economic Dispatch Problem

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2006, 2006 IEEE International Conference on Systems, Man and Cybernetics.

Short-term load forecasting using wavenet ensemble approaches

Leandro dos Santos Coelho, Viviana Cocco Mariani, Gabriel Trierweiler Ribeiro, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Particle swarm approach based on quantum mechanics and harmonic oscillator potential well for economic load dispatch with valve-point effects

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2008 .

Artificial Immune Network Combined with Normative Knowledge for Power Economic Dispatch of Thermal Units

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2009 .

Self-adaptive Differential Evolution Using Chaotic Local Search for Solving Power Economic Dispatch with Nonsmooth Fuel Cost Function

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2008 .

A Hybrid Method of Differential Evolution and SQP for Solving the Economic Dispatch Problem with Valve-Point Effect

Leandro dos Santos Coelho, Viviana Cocco Mariani, L. Coelho, 2006 .

Deep reinforcement learning applied to a sparse-reward trading environment with intraday data

V. Mariani, L. D. S. Coelho, Lucas de Azevedo Takara, 2023, Expert Syst. Appl..

Multi-step ahead Bitcoin Price Forecasting Based on VMD and Ensemble Learning Methods

Leandro dos Santos Coelho, Viviana Cocco Mariani, Naylene Fraccanabbia, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Artificial Immune Network Approach with Beta Differential Operator Applied to Optimization of Heat Exchangers

Leandro dos Santos Coelho, Viviana Cocco Mariani, Ravipudi Venkata Rao, 2012, ICARIS.

Manta Ray Foraging Optimization Approaches on Multivariable PID Controller Tuning

V. Mariani, L. D. S. Coelho, Luiz Eduardo Soares Emidio da Silva, 2023, 2023 IEEE Congress on Evolutionary Computation (CEC).

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).

Hysteresis parameters estimation using a modified harmony search

Leandro dos Santos Coelho, Viviana Cocco Mariani, Nelson Jhoe Batistela, 2013 .

A chaotic quantum-behaved particle swarm approach applied to optimization of heat exchangers

Leandro dos Santos Coelho, Viviana Cocco Mariani, R. V. Rao, 2012 .

Very Short-term Wind Energy Forecasting Based on Stacking Ensemble

Viviana Cocco Mariani, Naylene Fraccanabbia, Ramon Gomes da Silva, 2020, Anais do 14. Congresso Brasileiro de Inteligência Computacional.

Optimized hybrid ensemble learning approaches applied to very short-term load forecasting

R. Z. Freire, L. O. Seman, V. Mariani, 2024, International Journal of Electrical Power & Energy Systems.

Random Convolutional Kernel Transform with Empirical Mode Decomposition for Classification of Insulators from Power Grid

L. O. Seman, V. Mariani, Anne Carolina Rodrigues Klaar, 2024, Sensors.

Bilinear optimization of protein structure prediction: An exact approach via AB off-lattice model.

L. O. Seman, E. Camponogara, V. Mariani, 2024, Computers in biology and medicine.

Forecasting Epidemiological Time Series Based on Decomposition and Optimization Approaches

Viviana Cocco Mariani, Naylene Fraccanabbia, Ramon Gomes da Silva, 2020, Anais do 14. Congresso Brasileiro de Inteligência Computacional.

Chaotic differential Harmony Search algorithm applied to power economic dispatch of generators with multiple fuel options

Leandro dos Santos Coelho, Viviana Cocco Mariani, Diego Luis de Andrade Bernert, 2010, IEEE Congress on Evolutionary Computation.