| 2023 | BSN | Early Detection of Autism Spectrum Disorder Using Non-Invasive EEG. | Marcela Prince Antunes, Joo Lus Garcia Rosa, Fabio Junior Sabai, Fernando Soares de Aguiar Neto |
| 2019 | IJCNN | Epilepsy detection using multiclass classifier based on spectral features. | Jefferson Tales Oliva, Joo Lus Garcia Rosa |
| 2018 | IJCNN | Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. | Jefferson Tales Oliva, Joo Lus Garcia Rosa |
| 2017 | ICNC | Improving semantic role labeling using high-level classification in complex networks. | Murillo G. Carneiro, Joo Lus Garcia Rosa, Qiusheng Zheng, Xiaoming Liu, Liang Zhao |
| 2017 | IJCNN | Restricted exhaustive search for frequency band selection in motor imagery classification. | Paul Bustios, Joo Lus Garcia Rosa |
| 2017 | IJCNN | Stochastic and deterministic stationarity analysis of EEG data. | Daniel Moreira Cestari, Joo Lus Garcia Rosa |
| 2017 | IJCNN | The use of one-class classifiers for differentiating healthy from epileptic EEG segments. | Jefferson Tales Oliva, Joo Lus Garcia Rosa |
| 2016 | ICANN | Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance. | Jefferson Tales Oliva, Joo Lus Garcia Rosa |
| 2015 | IJCNN | A simulator for Freeman K-sets in Java. | Denis Renato de Moraes Piazentin, Joo Lus Garcia Rosa |
| 2014 | IJCNN | Face recognition through a chaotic neural network model. | Luis Fernando Martins Carlos, Joo Lus Garcia Rosa |
| 2014 | IJCNN | Motor imagery classification for brain-computer interfaces through a chaotic neural network. | Denis Renato de Moraes Piazentin, Joo Lus Garcia Rosa |
| 2014 | IJCNN | A connectionist approach to airliner safety. | Marvin Oliver Schneider, Joo Lus Garcia Rosa |
| 2013 | ICAISC | Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks. | Alberione Braz da Silva, Joo Lus Garcia Rosa |
| 2013 | IJCNN | A two-step convolutional neural network approach for semantic role labeling. | Erick Rocha Fonseca, Joo Lus Garcia Rosa |
| 2013 | IJCNN | Cognitive clustering algorithm for efficient cybersecurity applications. | Robert Kozma, Joo Lus Garcia Rosa, Denis Renato de Moraes Piazentin |
| 2012 | CICLING | Metaphone-pt_BR: The Phonetic Importance on Search and Correction of Textual Information. | Carlos C. Jordo, Joo Lus Garcia Rosa |
| 2011 | ICINCO | CARESS1 - Commercial Airliner Emergency Safety System. | Marvin Oliver Schneider, Joo Lus Garcia Rosa |
| 2011 | IJCNN | Advances on criteria for biological plausibility in artificial neural networks: Think of learning processes. | Alberione Braz da Silva, Joo Lus Garcia Rosa |
| 2010 | IJCNN | Biologically plausible connectionist prediction of natural language thematic relations. | Joo Lus Garcia Rosa |
| 2008 | ICMLA | Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models. | Alberione Braz da Silva, Joo Lus Garcia Rosa |
| 2007 | ICANN | Personalized Web Page Filtering Using a Hopfield Neural Network. | Armando Marin, Juan Manuel Adn Coello, Joo Lus Garcia Rosa, Carlos Miguel Tobar, Ricardo Lus de Freitas |
| 2007 | ISNN | A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences. | Joo Lus Garcia Rosa |
| 2005 | IJCNN | Artificial neural networks for temporal processing applied to prediction of electric energy in small hydroelectric power stations. | Paulo Cesar Endo Joaquim, Joo Lus Garcia Rosa |
| 2005 | IJCNN | BioAnt - biologically plausible computer simulation of an environment with ants. | Marvin Oliver Schneider, Joo Lus Garcia Rosa |
| 2004 | IJCNN | Thematic role assignment through a biologically plausible symbolic-connectionist hybrid system. | Joo Lus Garcia Rosa, Alberione Braz da Silva |
| 2003 | SMC | A biologically plausible and computationally efficient architecture and algorithm for a connectionist natural language processor. | Joo Lus Garcia Rosa |
| 2001 | SMC | HTRP II: learning thematic relations from semantically sound sentences. | Joo Lus Garcia Rosa |
| 1999 | IJCAI | Hybrid Thematic Role Processor: Symbolic Linguistic Relations Revised by Connectionist Learning. | Joo Lus Garcia Rosa, Edson Franozo |