An Efficient Particle Swarm Optimization Approach Based on Cultural Algorithm Applied to Mechanical Design. - Leandro dos Santos Coelho; Viviana Cocco Mariani (IEEE Congress on Evolutionary Computation, 2006)

Particle Swarm Optimization with Quasi-Newton Local Search for Solving Economic Dispatch Problem. - Leandro dos Santos Coelho; Viviana Cocco Mariani (SMC, 2006)

Economic dispatch optimization using hybrid chaotic particle swarm optimizer. - Leandro dos Santos Coelho; Viviana Cocco Mariani (SMC, 2007)

Cultural differential evolution approach to optimize the economic dispatch of electrical energy using thermal generators. - Leandro dos Santos Coelho; Adriano Del Vigna de Almeida; Viviana Cocco Mariani (ETFA, 2008)

Use of chaotic sequences in a biologically inspired algorithm for engineering design optimization. - Leandro dos Santos Coelho; Viviana Cocco Mariani (Expert Syst. Appl., 2008)

A Harmony Search Algorithm Combined with Differential Operator Applied to Reliability-Redundancy Optimization. - Leandro dos Santos Coelho; Diego Luis de Andrade Bernert; Viviana Cocco Mariani (SMC, 2009)

A Normative Self-Organizing Migrating Algorithm for Power Economic Dispatch of Thermal Generators with Valve-Point Effects and Multiple Fuels. - Leandro dos Santos Coelho; Rodrigo Clemente Thom Souza; Viviana Cocco Mariani (SMC, 2009)

Improved differential evolution approach based on cultural algorithm and diversity measure applied to solve economic load dispatch problems. - Leandro dos Santos Coelho; Rodrigo Clemente Thom Souza; Viviana Cocco Mariani (Math. Comput. Simul., 2009)

Chaotic differential Harmony Search algorithm applied to power economic dispatch of generators with multiple fuel options. - Leandro dos Santos Coelho; Diego Luis de Andrade Bernert; Viviana Cocco Mariani (IEEE Congress on Evolutionary Computation, 2010)

Differential evolution with dynamic adaptation of mutation factor applied to inverse heat transfer problem. - Viviana Cocco Mariani; Vagner Jorge Neckel; Leonardo Dallegrave Afonso; Leandro dos Santos Coelho (IEEE Congress on Evolutionary Computation, 2010)

Cauchy particle swarm optimization with dynamic adaptation applied to inverse heat transfer problem. - Viviana Cocco Mariani; Vagner Jorge Neckel; Rafael Bartnik Grebogi; Leandro dos Santos Coelho (SMC, 2010)

A chaotic firefly algorithm applied to reliability-redundancy optimization. - Leandro dos Santos Coelho; Diego Luis de Andrade Bernert; Viviana Cocco Mariani (IEEE Congress on Evolutionary Computation, 2011)

A normative differential evolution approach for estimation of heat transfer coefficient during freezing treatment by inverse analysis. - Viviana Cocco Mariani; Luiz Guilherme Justi Luvizotto; Carlos Eduardo Klein; Leandro dos Santos Coelho (IEEE Congress on Evolutionary Computation, 2011)

A hybrid shuffled complex evolution approach based on differential evolution for unconstrained optimization. - Viviana Cocco Mariani; Luiz Guilherme Justi Luvizotto; Fabio Alessandro Guerra; Leandro dos Santos Coelho (Appl. Math. Comput., 2011)

Modified differential evolution approaches applied in exergoeconomic analysis and optimization of a cogeneration system. - Viviana Cocco Mariani; Leandro dos Santos Coelho; P. K. Sahoo (Expert Syst. Appl., 2011)

A hybrid shuffled complex evolution approach with pattern search for unconstrained optimization. - Viviana Cocco Mariani; Leandro dos Santos Coelho (Math. Comput. Simul., 2011)

PSO in Building Fuzzy Systems. - Nadia Nedjah; Sergio Oliveira Costa; Luiza de Macedo Mourelle; Leandro dos Santos Coelho; Viviana Cocco Mariani (Innovative Computing Methods and Their Applications to Engineering Problems, 2011)

A Discrete Differential Evolution Approach with Local Search for Traveling Salesman Problems. - João Guilherme Sauer; Leandro dos Santos Coelho; Viviana Cocco Mariani; Luiza de Macedo Mourelle; Nadia Nedjah (Innovative Computing Methods and Their Applications to Engineering Problems, 2011)

Artificial Immune Network Approach with Beta Differential Operator Applied to Optimization of Heat Exchangers. - Viviana Cocco Mariani; Leandro dos Santos Coelho; Anderson Duck; Fabio Alessandro Guerra; Ravipudi Venkata Rao (ICARIS, 2012)

Firefly algorithm approach based on chaotic Tinkerbell map applied to multivariable PID controller tuning. - Leandro dos Santos Coelho; Viviana Cocco Mariani (Comput. Math. Appl., 2012)

Solution of Jiles-Atherton vector hysteresis parameters estimation by modified Differential Evolution approaches. - Leandro dos Santos Coelho; Viviana Cocco Mariani; Jean Vianei Leite (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. - Glauber Souto dos Santos; Luiz Guilherme Justi Luvizotto; Viviana Cocco Mariani; Leandro dos Santos Coelho (Expert Syst. Appl., 2012)

Firefly approach optimized wavenets applied to multivariable identification of a thermal process. - Leandro dos Santos Coelho; Carlos Eduardo Klein; Luiz Guilherme Justi Luvizotto; Viviana Cocco Mariani (EUROCON, 2013)

Chaotic Quantum-behaved Particle Swarm Optimization Approach Applied to Inverse Heat Transfer Problem. - Leandro dos Santos Coelho; Fabio Alessandro Guerra; Bruno Pasquim; Viviana Cocco Mariani (IJCCI, 2013)

Wavelet neural network approach applied to biomechanics of swimming. - Weslly Puchalski; Viviana Cocco Mariani; Felipe Fidelis Schauenburg; Leandro dos Santos Coelho (UKCI, 2013)

Modified imperialist competitive algorithm based on attraction and repulsion concepts for reliability-redundancy optimization. - Leonardo Dallegrave Afonso; Viviana Cocco Mariani; Leandro dos Santos Coelho (Expert Syst. Appl., 2013)

Improved Cat Swarm Optimization approach applied to reliability-redundancy problem. - Carlos Eduardo Klein; Leandro dos Santos Coelho; Ângelo M. O. Sant'Anna; Roberto Zanetti Freire; Viviana Cocco Mariani (ESANN, 2014)

Bat-inspired optimization approach applied to jiles-atherton hysteresis parameters tuning. - Leandro dos Santos Coelho; Viviana Cocco Mariani; Helon Vicente Hultmann Ayala; Andre Mendes da Silva; Nelson Jhoe Batistela; Jean Vianei Leite (GECCO (Companion), 2014)

A modified gravitational search algorithm for continuous optimization. - Emerson Hochsteiner de Vasconcelos Segundo; Gabriel Fiori Neto; Andre Mendes da Silva; Viviana Cocco Mariani; Leandro dos Santos Coelho (GECCO (Companion), 2014)

A Differential Beta Quantum-behaved Particle Swarm Optimization for Circular Antenna Array Design. - Leandro dos Santos Coelho; Emerson Hochsteiner de Vasconcelos Segundo; Fabio Alessandro Guerra; Viviana Cocco Mariani (IJCCI (ECTA), 2014)

Enhanced Flower Pollination Approach Applied to Electromagnetic Optimization. - Carlos Eduardo Klein; Emerson Hochsteiner de Vasconcelos Segundo; Viviana Cocco Mariani; Leandro dos Santos Coelho (IJCCI (ECTA), 2014)

A Zaslavskii firefly approach applied to Loney's solenoid benchmark. - Leandro dos Santos Coelho; Emerson Hochsteiner de Vasconcelos Segundo; Viviana Cocco Mariani; Márcia de Fátima Morais; Roberto Zanetti Freire (SMC, 2014)

A self-adaptive chaotic differential evolution algorithm using gamma distribution for unconstrained global optimization. - Leandro dos Santos Coelho; Helon Vicente Hultmann Ayala; Viviana Cocco Mariani (Appl. Math. Comput., 2014)

The use of RBF neural network to predict building's corners hygrothermal behavior. - Roberto Zanetti Freire; Gerson H. dos Santos; Leandro dos Santos Coelho; Viviana Cocco Mariani; Divani da S. Carvalho (ESANN, 2015)

Image thresholding segmentation based on a novel beta differential evolution approach. - Helon Vicente Hultmann Ayala; Fernando Marins dos Santos; Viviana Cocco Mariani; Leandro dos Santos Coelho (Expert Syst. Appl., 2015)

Multiobjective wind driven optimization approach applied to transformer design. - Helon Vicente Hultmann Ayala; Emerson Hochsteiner de Vasconcelos Segundo; Luiz Lebensztajn; Viviana Cocco Mariani; Leandro dos Santos Coelho (CEC, 2016)

Short-term load forecasting using wavenet ensemble approaches. - Gabriel Trierweiler Ribeiro; Marcos Cesar Gritti; Helon Vicente Hultmann Ayala; Viviana Cocco Mariani; Leandro dos Santos Coelho (IJCNN, 2016)

A population-based simulated annealing algorithm for global optimization. - Alireza Askarzadeh; Leandro dos Santos Coelho; Carlos Eduardo Klein; Viviana Cocco Mariani (SMC, 2016)

Diversity-guided generalized extremal optimization for transformer design problem. - Leandro dos Santos Coelho; Viviana Cocco Mariani; Rafael Bartnik Grebogi; Emerson Hochsteiner de Vasconcelos Segundo; Mauricio Valencia Ferreira da Luz; Jean Vianei Leite; Roberto Zanetti Freire (SSCI, 2017)

B-Spline neural network and chaotic harmony search applied to yo-yo motion system identification. - Rafael Bartnik Grebogi; Roberto Zanetti Freire; Viviana Cocco Mariani; Leandro dos Santos Coelho (SSCI, 2017)

Cheetah Based Optimization Algorithm: A Novel Swarm Intelligence Paradigm. - Carlos Eduardo Klein; Viviana Cocco Mariani; Leandro dos Santos Coelho (ESANN, 2018)

Spiral inductor design based on fireworks optimization combined with free search. - Daniel Cavalcanti Jeronymo; Jean Vianei Leite; Viviana Cocco Mariani; Leandro dos Santos Coelho; Sotirios K. Goudos (MOCAST, 2018)

Enhanced ensemble structures using wavelet neural networks applied to short-term load forecasting. - Gabriel Trierweiler Ribeiro; Viviana Cocco Mariani; Leandro dos Santos Coelho (Eng. Appl. Artif. Intell., 2019)

Solar Power Forecasting Based on Ensemble Learning Methods. - Naylene Fraccanabbia; Ramon Gomes da Silva; Matheus Henrique Dal Molin Ribeiro; Sinvaldo Rodrigues Moreno; Leandro dos Santos Coelho; Viviana Cocco Mariani (IJCNN, 2020)

Electricity energy price forecasting based on hybrid multi-stage heterogeneous ensemble: Brazilian commercial and residential cases. - Matheus Henrique Dal Molin Ribeiro; Ramon Gomes da Silva; Cristiane Canton; Naylene Fraccanabbia; Viviana Cocco Mariani; Leandro dos Santos Coelho (IJCNN, 2020)

Multi-step ahead Bitcoin Price Forecasting Based on VMD and Ensemble Learning Methods. - Ramon Gomes da Silva; Matheus Henrique Dal Molin Ribeiro; Naylene Fraccanabbia; Viviana Cocco Mariani; Leandro dos Santos Coelho (IJCNN, 2020)

Short-term forecasting of Amazon rainforest fires based on ensemble decomposition model. - Ramon Gomes da Silva; Matheus Henrique Dal Molin Ribeiro; Viviana Cocco Mariani; Leandro dos Santos Coelho (CoRR, 2020)

Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables. - Ramon Gomes da Silva; Matheus Henrique Dal Molin Ribeiro; Viviana Cocco Mariani; Leandro dos Santos Coelho (CoRR, 2020)

Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil. - Matheus Henrique Dal Molin Ribeiro; Ramon Gomes da Silva; Viviana Cocco Mariani; Leandro dos Santos Coelho (CoRR, 2020)

Multi-step ahead meningitis case forecasting based on decomposition and multi-objective optimization methods. - Matheus Henrique Dal Molin Ribeiro; Viviana Cocco Mariani; Leandro dos Santos Coelho (J. Biomed. Informatics, 2020)

Binary coyote optimization algorithm for feature selection. - Rodrigo Clemente Thom de Souza; Camila Andrade de Macedo; Leandro dos Santos Coelho; Juliano Pierezan; Viviana Cocco Mariani (Pattern Recognit., 2020)

MOBOpt - multi-objective Bayesian optimization. - Paulo Paneque Galuzio; Emerson Hochsteiner de Vasconcelos Segundo; Leandro dos Santos Coelho; Viviana Cocco Mariani (SoftwareX, 2020)

Forecasting COVID-19 pandemic using an echo state neural network-based framework. - José Henrique Kleinübing Larcher; Ramon Gomes da Silva; Matheus Henrique Dal Molin Ribeiro; Leandro dos Santos Coelho; Viviana Cocco Mariani (IJCNN, 2021)

Seasonal-trend and multiobjective ensemble learning model for water consumption forecasting. - Matheus Henrique Dal Molin Ribeiro; Ramon Gomes da Silva; José Henrique Kleinübing Larcher; José Donizetti de Lima; Viviana Cocco Mariani; Leandro dos Santos Coelho (IJCNN, 2021)

Space and Time Efficiency Analysis of Data-Driven Methods Applied to Embedded Systems. - Iron Tessaro; Roberto Zanetti Freire; Viviana Cocco Mariani; Leandro dos Santos Coelho (SSCI, 2021)

Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting. - Stéfano Frizzo Stefenon; Matheus Henrique Dal Molin Ribeiro; Ademir Nied; Viviana Cocco Mariani; Leandro dos Santos Coelho; Valderi Reis Quietinho Leithardt; Luis Augusto Silva; Laio Oriel Seman (IEEE Access, 2021)

Novel hybrid model based on echo state neural network applied to the prediction of stock price return volatility. - Gabriel Trierweiler Ribeiro; André Alves Portela Santos; Viviana Cocco Mariani; Leandro dos Santos Coelho (Expert Syst. Appl., 2021)

Self-adaptive differential evolution applied to combustion engine calibration. - José Márcio Fachin; Gilberto Reynoso-Meza; Viviana Cocco Mariani; Leandro dos Santos Coelho (Soft Comput., 2021)

Wind power forecasting based on bagging extreme learning machine ensemble model. - Matheus Henrique Dal Molin Ribeiro; Sinvaldo Rodrigues Moreno; Ramon Gomes da Silva; José Henrique Kleinübing Larcher; Cristiane Canton; Viviana Cocco Mariani; Leandro dos Santos Coelho (ESANN, 2022)

Discrete differential evolution metaheuristics for permutation flow shop scheduling problems. - Márcia de Fátima Morais; Matheus Henrique Dal Molin Ribeiro; Ramon Gomes da Silva; Viviana Cocco Mariani; Leandro dos Santos Coelho (Comput. Ind. Eng., 2022)

Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings. - João Guilherme Sauer; Viviana Cocco Mariani; Leandro dos Santos Coelho; Matheus Henrique Dal Molin Ribeiro; Mirco Rampazzo (Evol. Syst., 2022)

Multi-Objective Grouped Grey Wolf Optimization of PID Controllers Applied to a Water Treatment Plant Model. - Yan Lieven Souza Lúcio; Viviana Cocco Mariani; Leandro dos Santos Coelho (CEC, 2023)

Manta Ray Foraging Optimization Approaches on Multivariable PID Controller Tuning. - Yan Lieven Souza Lúcio; Luiza Scapinello Aquino da Silva; Viviana Cocco Mariani; Leandro dos Santos Coelho (CEC, 2023)

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model. - Andressa Borré; Laio Oriel Seman; Eduardo Camponogara; Stéfano Frizzo Stefenon; Viviana Cocco Mariani; Leandro dos Santos Coelho (Sensors, 2023)

Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction. - Anne Carolina Rodrigues Klaar; Stéfano Frizzo Stefenon; Laio Oriel Seman; Viviana Cocco Mariani; Leandro dos Santos Coelho (Sensors, 2023)

A comprehensive review on Jaya optimization algorithm. - Luiza Scapinello Aquino da Silva; Yan Lieven Souza Lúcio; Leandro dos Santos Coelho; Viviana Cocco Mariani; Ravipudi Venkata Rao (Artif. Intell. Rev., 2023)

Group Method of Data Handling Using Christiano-Fitzgerald Random Walk Filter for Insulator Fault Prediction. - Stéfano Frizzo Stefenon; Laio Oriel Seman; Nemesio Fava Sopelsa Neto; Luiz Henrique Meyer; Viviana Cocco Mariani; Leandro dos Santos Coelho (Sensors, 2023)

Video-Based Human Activity Recognition Using Deep Learning Approaches. - Guilherme Augusto Silva Surek; Laio Oriel Seman; Stéfano Frizzo Stefenon; Viviana Cocco Mariani; Leandro dos Santos Coelho (Sensors, 2023)

Decoding Electroencephalography Signal Response by Stacking Ensemble Learning and Adaptive Differential Evolution. - Matheus Henrique Dal Molin Ribeiro; Ramon Gomes da Silva; José Henrique Kleinübing Larcher; Andre Mendes; Viviana Cocco Mariani; Leandro dos Santos Coelho (Sensors, 2023)

Analyzing CARLA 's performance for 2D object detection and monocular depth estimation based on deep learning approaches. - Alan Naoto Tabata; Alessandro Zimmer; Leandro dos Santos Coelho; Viviana Cocco Mariani (Expert Syst. Appl., 2023)

Web pages from mockup design based on convolutional neural network and class activation mapping. - André Armstrong Janino Cizotto; Rodrigo Clemente Thom de Souza; Viviana Cocco Mariani; Leandro dos Santos Coelho (Multim. Tools Appl., 2023)

A semi-supervised anomaly detection approach applied to solar energy generation. - Luis Fernando Rodrigues Agottani; Reginaldo Ferreira; Rafael Sapia Teixeira; Lucas Roveroni de Lima; Leandro dos Santos Coelho; Viviana Cocco Mariani (ISGT EUROPE, 2024)

Multi-step ahead wind power forecasting based on N-BEATS model. - Luis Fernando Rodrigues Agottani; Matheus Melara Girardi; Wendel Rafael de Souza Chaves; Lucas de Azevedo Takara; Leandro dos Santos Coelho; Viviana Cocco Mariani (ISGT EUROPE, 2024)

Deep Learning-Based Probabilistic Forecasting of Household Energy Consumption in Smart Grids. - Lucas de Azevedo Takara; Luis Fernando Rodrigues Agottani; Cesar Vinicius Züge; Wendel Rafael de Souza Chaves; Leandro dos Santos Coelho; Viviana Cocco Mariani (ISGT EUROPE, 2024)

Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting. - Matheus Henrique Dal Molin Ribeiro; Ramon Gomes da Silva; Sinvaldo Rodrigues Moreno; Cristiane Canton; José Henrique Kleinübing Larcher; Stéfano Frizzo Stefenon; Viviana Cocco Mariani; Leandro dos Santos Coelho (Appl. Intell., 2024)

Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models. - José Henrique Kleinübing Larcher; Stéfano Frizzo Stefenon; Leandro dos Santos Coelho; Viviana Cocco Mariani (Expert Syst. Appl., 2024)

Random Convolutional Kernel Transform with Empirical Mode Decomposition for Classification of Insulators from Power Grid. - Anne Carolina Rodrigues Klaar; Laio Oriel Seman; Viviana Cocco Mariani; Leandro dos Santos Coelho (Sensors, 2024)

Deep reinforcement learning applied to a sparse-reward trading environment with intraday data. - Lucas de Azevedo Takara; André Alves Portela Santos; Viviana Cocco Mariani; Leandro dos Santos Coelho (Expert Syst. Appl., 2024)

Optimized Random Vector Functional Link Network Approach Applied to Gas Turbine Emissions Prediction. - Leandro dos Santos Coelho; Viviana Cocco Mariani (IJCNN, 2025)

Hybrid Machine Learning Models Applied to Daily Urban Water Consumption Prediction. - Ramon Gomes da Silva; Luis Fernando Rodrigues Agottani; Anderson Schamne; Andre Biscaia da Silva; Gustavo Rafael Collere Possetti; Leandro dos Santos Coelho; Viviana Cocco Mariani (IJCNN, 2025)

Ensemble Broad Learning Approaches Applied to Modeling of Level Bearing Vibration in Vehicle. - Luiz Eduardo Thomaz; Alan Lopes; Mateus Ferro Antunes de Oliveira; Leandro dos Santos Coelho; Viviana Cocco Mariani (IJCNN, 2025)

Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN. - Luiza Scapinello Aquino da Silva; Laio Oriel Seman; Viviana Cocco Mariani; Leandro dos Santos Coelho; Stéfano Frizzo Stefenon; Gabriel Villarrubia González (IEEE Access, 2025)

Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants. - Stéfano Frizzo Stefenon; Laio Oriel Seman; Cristina Keiko Yamaguchi; Leandro dos Santos Coelho; Viviana Cocco Mariani; João Pedro Matos-Carvalho; Valderi Reis Quietinho Leithardt (IEEE Access, 2025)

Novel engine fault diagnosis framework based on machine learning and MiniRocket feature extraction using multi-correlation feature selection and predictive power score. - Lucas de Azevedo Takara; Viviana Cocco Mariani; Leandro dos Santos Coelho (Expert Syst. Appl., 2025)