| 2025 | ESANN | Comparison of convolutional neural networks approaches applied to the diagnosis of Alzheimer's disease. | Leandro dos Santos Coelho, Luiza Scapinello Aquino da Silva, Leonardo Alexandre de Geus, Viviana Cocco Mariani |
| 2025 | IJCNN | Optimized Random Vector Functional Link Network Approach Applied to Gas Turbine Emissions Prediction. | Leandro dos Santos Coelho, Viviana Cocco Mariani |
| 2025 | IJCNN | 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 |
| 2025 | IJCNN | 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 |
| 2023 | CEC | Multi-Objective Grouped Grey Wolf Optimization of PID Controllers Applied to a Water Treatment Plant Model. | Yan Lieven Souza Lcio, Viviana Cocco Mariani, Leandro dos Santos Coelho |
| 2023 | CEC | Manta Ray Foraging Optimization Approaches on Multivariable PID Controller Tuning. | Yan Lieven Souza Lcio, Luiza Scapinello Aquino da Silva, Viviana Cocco Mariani, Leandro dos Santos Coelho |
| 2022 | ESANN | Wind power forecasting based on bagging extreme learning machine ensemble model. | Matheus Henrique Dal Molin Ribeiro, Sinvaldo Rodrigues Moreno, Ramon Gomes da Silva, Jos Henrique Kleinbing Larcher, Cristiane Canton, Viviana Cocco Mariani, Leandro dos Santos Coelho |
| 2021 | IJCNN | Forecasting COVID-19 pandemic using an echo state neural network-based framework. | Jos Henrique Kleinbing Larcher, Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho, Viviana Cocco Mariani |
| 2021 | IJCNN | Seasonal-trend and multiobjective ensemble learning model for water consumption forecasting. | Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Jos Henrique Kleinbing Larcher, Jos Donizetti de Lima, Viviana Cocco Mariani, Leandro dos Santos Coelho |
| 2020 | ECAI | Multi-Stage Transfer Learning with an Application to Selection Process. | Andre Mendes, Julian Togelius, Leandro dos Santos Coelho |
| 2020 | ICPR | Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes. | Andre Mendes, Julian Togelius, Leandro dos Santos Coelho |
| 2020 | IJCNN | 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 |
| 2020 | IJCNN | Unified Multi-Domain Learning and Data Imputation using Adversarial Autoencoder. | Andre Mendes, Julian Togelius, Leandro dos Santos Coelho |
| 2020 | IJCNN | 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 |
| 2020 | IJCNN | 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 |
| 2020 | PAKDD | Adversarial Autoencoder and Multi-Task Semi-Supervised Learning for Multi-stage Process. | Andre Mendes, Julian Togelius, Leandro dos Santos Coelho |
| 2019 | CEC | Genetic Algorithm for Topology Optimization of an Artificial Neural Network Applied to Aircraft Turbojet Engine Identification. | F. P. Da Costa, Pedro H. L. S. P. Domingues, Roberto Zanetti Freire, Leandro dos Santos Coelho, Ali Reza Tavakolpour-Saleh, Helon V. H. Ayala |
| 2019 | CEC | Bio-Inspired Multiojective Tuning of PID-Controlled Antilock Braking Systems. | Pedro H. L. S. P. Domingues, Roberto Zanetti Freire, Leandro dos Santos Coelho, Helon V. H. Ayala |
| 2019 | IJCNN | Multi-Objective Ensemble Model for Short-Term Price Forecasting in Corn Price Time Series. | Matheus Henrique Dal Molin Ribeiro, Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza, Leandro dos Santos Coelho |
| 2018 | CEC | Coyote Optimization Algorithm: A New Metaheuristic for Global Optimization Problems. | Juliano Pierezan, Leandro dos Santos Coelho |
| 2018 | CEC | A V-Shaped Binary Crow Search Algorithm for Feature Selection. | Rodrigo Clemente Thom de Souza, Leandro dos Santos Coelho, Camila Andrade de Macedo, Juliano Pierezan |
| 2018 | ESANN | Meerkats-inspired Algorithm for Global Optimization Problems. | Carlos Eduardo Klein, Leandro dos Santos Coelho |
| 2018 | ESANN | Cheetah Based Optimization Algorithm: A Novel Swarm Intelligence Paradigm. | Carlos Eduardo Klein, Viviana Cocco Mariani, Leandro dos Santos Coelho |
| 2018 | ESANN | Radar Based Pedestrian Detection using Support Vector Machine and the Micro Doppler Effect. | Joao Victor Bruneti Severino, Alessandro Zimmer, Leandro dos Santos Coelho, Roberto Zanetti Freire |
| 2017 | ESANN | Feature Extraction for On-Road Vehicle Detection Based on Support Vector Machine. | Samuel Giatti Silva Filho, Roberto Zanetti Freire, Leandro dos Santos Coelho |
| 2017 | IJCCI | Extreme Gradient Boosting Approach with Differential Evolution Tuning Applied on Service Time Prediction of Fire Events. | Marco A. R. Boaretto, Rafael Commim Busatto, Leandro dos Santos Coelho |
| 2016 | CEC | 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 |
| 2016 | ESANN | On the improvement of static force capacity of humanoid robots based on plants behavior. | Juliano Pierezan, Roberto Zanetti Freire, Lucas Weihmann, Gilberto Reynoso-Meza, Leandro dos Santos Coelho |
| 2016 | ICCSA | Multi-hop Localization Method Based on Tribes Algorithm. | Alan Oliveira de S, Nadia Nedjah, Luiza de Macedo Mourelle, Leandro dos Santos Coelho |
| 2016 | IJCNN | 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 |
| 2016 | SMC | A population-based simulated annealing algorithm for global optimization. | Alireza Askarzadeh, Leandro dos Santos Coelho, Carlos Eduardo Klein, Viviana Cocco Mariani |
| 2015 | CEC | Multi-objective differential evolution algorithm for underwater image restoration. | Camilo Snchez-Ferreira, Helon V. H. Ayala, Leandro dos Santos Coelho, Daniel M. Muoz, Mylne C. Q. Farias, Carlos H. Llanos |
| 2015 | ESANN | 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 |
| 2015 | GECCO | Efficient Sampling of PI Controllers in Evolutionary Multiobjective Optimization. | Gilberto Reynoso-Meza, Leandro dos Santos Coelho, Roberto Zanetti Freire |
| 2014 | ESANN | Swim velocity profile identification through a Dynamic Self-adaptive Multiobjective Harmonic Search and RBF neural networks. | Helon V. H. Ayala, Luciano Ferreira da Cruz, Leandro dos Santos Coelho, Roberto Zanetti Freire |
| 2014 | ESANN | Improved Cat Swarm Optimization approach applied to reliability-redundancy problem. | Carlos Eduardo Klein, Leandro dos Santos Coelho, ngelo M. O. Sant'Anna, Roberto Zanetti Freire, Viviana Cocco Mariani |
| 2014 | GECCO | 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 |
| 2014 | GECCO | 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 |
| 2014 | IJCCI | 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 |
| 2014 | IJCCI | Enhanced Flower Pollination Approach Applied to Electromagnetic Optimization. | Carlos Eduardo Klein, Emerson Hochsteiner de Vasconcelos Segundo, Viviana Cocco Mariani, Leandro dos Santos Coelho |
| 2014 | SMC | A Zaslavskii firefly approach applied to Loney's solenoid benchmark. | Leandro dos Santos Coelho, Emerson Hochsteiner de Vasconcelos Segundo, Viviana Cocco Mariani, Mrcia de Ftima Morais, Roberto Zanetti Freire |
| 2013 | CEC | Population's variance-based Adaptive Differential Evolution for real parameter optimization. | Leandro dos Santos Coelho, Helon Vicente Hultmann Ayala, Roberto Zanetti Freire |
| 2013 | IJCCI | 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 |
| 2012 | ICCSA | Parallel Algorithm for Landform Attributes Representation on Multicore and Multi-GPU Systems. | Murilo Boratto, Pedro Alonso, Carla Ramiro, Marcos Barreto, Leandro dos Santos Coelho |
| 2011 | CEC | A chaotic firefly algorithm applied to reliability-redundancy optimization. | Leandro dos Santos Coelho, Diego Luis de Andrade Bernert, Viviana Cocco Mariani |
| 2011 | CEC | 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 |
| 2011 | CEC | Opposition-based shuffled PSO with passive congregation applied to FM matching synthesis. | Daniel M. Muoz, Carlos H. Llanos, Leandro dos Santos Coelho, Mauricio Ayala-Rincn |
| 2010 | CEC | 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 |
| 2010 | CEC | 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 |
| 2010 | ETFA | Biogeography-based Optimization approach based on Predator-Prey concepts applied to path planning of 3-DOF robot manipulator. | Marsil de Athayde Costa e. Silva, Leandro dos Santos Coelho, Roberto Zanetti Freire |
| 2010 | IJCNN | Forecasting electricity prices using a RBF neural network With GARCH errors. | Andr Alves Portela Santos, Leandro dos Santos Coelho, Carlos Eduardo Klein |
| 2010 | SMC | 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 |
| 2009 | ISDA | Hardware Architecture for Particle Swarm Optimization Using Floating-Point Arithmetic. | Daniel M. Muoz Arboleda, Carlos H. Llanos, Leandro dos Santos Coelho, Mauricio Ayala-Rincn |
| 2009 | SMC | 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 |
| 2009 | SMC | 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 |
| 2008 | ETFA | 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 |
| 2008 | ETFA | Integrating agents and soft computing in Intelligent Manufacturing System models. | Luiz Marcio Spinosa, Leandro dos Santos Coelho |
| 2008 | SMC | Quantum Gaussian particle swarm optimization approach for PID controller design in AVR system. | Leandro dos Santos Coelho, Bruno Avila de Meirelles Herrera |
| 2007 | SMC | Economic dispatch optimization using hybrid chaotic particle swarm optimizer. | Leandro dos Santos Coelho, Viviana Cocco Mariani |
| 2006 | CEC | 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. | Ricardo Carrasco Carpio, Leandro dos Santos Coelho |
| 2006 | CEC | An Efficient Particle Swarm Optimization Approach Based on Cultural Algorithm Applied to Mechanical Design. | Leandro dos Santos Coelho, Viviana Cocco Mariani |
| 2006 | CEC | PSO-E: Particle Swarm with Exponential Distribution. | Renato A. Krohling, Leandro dos Santos Coelho |
| 2006 | IJCNN | Nonlinear System Identification Based on B-Spline Neural Network and Modified Particle Swarm Optimization. | Leandro dos Santos Coelho, Renato A. Krohling |
| 2006 | IJCNN | Neural Networks, Fuzzy System, and Linear Models in Forecasting Exchange Rates: Comparison and Case Studies. | Andr Alves Portela Santos, Leandro dos Santos Coelho |
| 2006 | SMC | Supply Chain Optimization Using Chaotic Differential Evolution Method. | Leandro dos Santos Coelho, Heitor Silvrio Lopes |
| 2006 | SMC | Particle Swarm Optimization with Quasi-Newton Local Search for Solving Economic Dispatch Problem. | Leandro dos Santos Coelho, Viviana Cocco Mariani |
| 2005 | HIS | Radial Basis Neural Network Learning Based on Particle Swarm Optimization to Multistep Prediction of Chaotic Lorenz's System. | Fabio Alessandro Guerra, Leandro dos Santos Coelho |
| 2005 | HIS | Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem. | Heitor Silvrio Lopes, Leandro dos Santos Coelho |
| 2005 | HIS | Particle Swarm Optimization (PSO) applied to Fuzzy Modeling in a Thermal-Vacuum System. | Rogrio Marinke, Ivone Matiko, Ernesto Araujo, Leandro dos Santos Coelho |
| 2005 | HIS | Assessing Fuzzy and Neural Approaches for a PID Controller Using Universal Model. | Rodrigo Rodrigues Sumar, Antonio Augusto Rodrigues Coelho, Leandro dos Santos Coelho |
| 2004 | CEC | Co-evolutionary particle swarm optimization for min-max problems using Gaussian distribution. | Renato A. Krohling, Frank Hoffmann, Leandro dos Santos Coelho |