| 2024 | IGARSS | Detection of Different Crop Growth Stages by Applying Deep Learning Over Sentinel-2 Images of Baha, Brazil. | Yineth Viviana Camacho-De Angulo, Darwin Alexis Arrechea-Castillo, Yessica Carolina Cantero-Mosquera, Yady Tatiana Solano Correa, Mauro Roisenberg |
| 2024 | IGARSS | Fire Scars Mapping Over Brazilian Amazon Forest by Exploiting Sentinel-2 Data and Deep Learning. | Yineth Viviana Camacho-De Angulo, Nicolas Cechinel Rosa, Yady Tatiana Solano Correa, Mauro Roisenberg |
| 2023 | IJCNN | Deep Feature Extraction for Data Assimilation with Ensemble Smoother. | Rodrigo Exterkoetter, Gustavo Rachid Dutra, Leandro Passos de Figueiredo, Fernando Luis Bordignon, Alexandre Anoz Emerick, Gilson Moura Silva Neto, Mauro Roisenberg |
| 2022 | IDEAL | Identification of Sedimentary Strata by Segmentation Neural Networks of Oblique Photogrammetry of UAVs. | Daniel Theisges dos Santos, Mauro Roisenberg, Marivaldo dos Santos Nascimento |
| 2021 | SAC | Multi-view 3D seismic facies classifier. | Elton Alves Trindade, Mauro Roisenberg |
| 2020 | IJCNN | Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks. | Arthur Bridi Guazzelli, Mauro Roisenberg, Bruno Barbosa Rodrigues |
| 2019 | ICAISC | Filter Pruning for Efficient Transfer Learning in Deep Convolutional Neural Networks. | Caique Reinhold, Mauro Roisenberg |
| 2018 | IJCNN | Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN). | Tiago Mazzutti, Mauro Roisenberg, Paulo Jos de Freitas Filho |
| 2018 | IJCNN | Combined Convolutional Neural Network for High Frequency Restoration in Acoustic Impedance Images. | Isaac Sacramento, Mauro Roisenberg, Rodrigo Exterkoetter, Leandro Passos de Figueiredo, Bruno Barbosa Rodrigues |
| 2016 | ICANN | Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering Patterns. | Daniel Priori, Giseli de Sousa, Mauro Roisenberg, Christopher Stopford, Evelyn Hesse, Emmanuel Salawu, Neil Davey, Yi Sun |
| 2016 | IJCNN | A hybrid neuro-evolutive algorithm for neural network optimization. | Ldio Mauro Lima de Campos, Roberto Clio Limo de Oliveira, Mauro Roisenberg |
| 2016 | IJCNN | Improving the Incremental Gaussian Mixture Neural Network model for spatial interpolation and geostatistical simulation. | Srgio Aurlio Ferreira Soares, Guenther Schwedersky Neto, Mauro Roisenberg |
| 2015 | IJCNN | Evolving Artificial Neural Networks through L-system and evolutionary computation. | Ldio Mauro Lima de Campos, Roberto Clio Limo de Oliveira, Mauro Roisenberg |
| 2015 | WSC | Simulation of crowd behavior using fuzzy social force model. | Altieres Del Sent, Mauro Roisenberg, Paulo Jos de Freitas Filho |
| 2014 | CEC | A topological niching covariance matrix adaptation for multimodal optimization. | Marcio Weck Pereira, Guenther Schwedersky Neto, Mauro Roisenberg |
| 2013 | SAC | Spatial interpolation: an analytical comparison between kriging and RBF networks. | Vinicius Sousa Fazio, Mauro Roisenberg |
| 2012 | CEC | ACOℝ-V - An algorithm that incorporates the visibility heuristic to the ACO in continuous domain. | Cassio Rodrigo Conti, Mauro Roisenberg, Guenther Schwedersky Neto |
| 2012 | EANN | Network Intrusion Detection System Using Data Mining. | Ldio Mauro Lima de Campos, Roberto Clio Limo de Oliveira, Mauro Roisenberg |
| 2011 | IJCNN | Automatic design of Neural Networks with L-Systems and genetic algorithms - A biologically inspired methodology. | Ldio Mauro Lima de Campos, Mauro Roisenberg, Roberto Clio Limo de Oliveira |
| 2010 | ICANN | Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data. | Abner Rodrigues Neto, Mauro Roisenberg, Guenther Schwedersky Neto |
| 2009 | IJCNN | A method to estimate prediction intervals for artificial neural networks that is sensitive to the noise distribution in the outputs. | Cicero A. M. da Silva Neves, Mauro Roisenberg, Guenther Schwedersky Neto |
| 2008 | IJCNN | The development of a hybrid, distributed architecture for multiagent systems and its application in robot soccer. | Cladio J. Biazus, Mauro Roisenberg |
| 2008 | SAC | A new approach to control a population of mobile robots using genetic programming. | Anderson Luiz, Fernandes Perez, Guilherme Bittencourt, Mauro Roisenberg |
| 2006 | ISI | Continuous Authentication by Keystroke Dynamics Using Committee Machines. | Sergio Roberto de Lima e Silva Filho, Mauro Roisenberg |
| 2005 | WSC | Risk assessment of drilling and completion operations in petroleum wells using a Monte Carlo and a neural network approach. | Dennis Kerr Coelho, Mauro Roisenberg, Paulo Jos de Freitas Filho, Carlos Magno Couto Jacinto |