Hybrid Thematic Role Processor: Symbolic Linguistic Relations Revised by Connectionist Learning. - João Luís Garcia Rosa; Edson Françozo (IJCAI, 1999)

Um sistema hibrido simbolico-conexionista para o processamento de papeis tematicos. - João Luís Garcia Rosa (1999)

Linguistic Relations Encoding in a Symbolic-Connectionist Hybrid Natural Language Processor. - João Luís Garcia Rosa; Edson Françozo (IBERAMIA-SBIA, 2000)

HTRP II: learning thematic relations from semantically sound sentences. - João Luís Garcia Rosa (SMC, 2001)

A Biologically Inspired Connectionist System for Natural Language Processing. - João Luís Garcia Rosa (SBRN, 2002)

Neural Connect 4 - A Connectionist Approach to the Game. - Marvin Oliver Schneider; João Luís Garcia Rosa (SBRN, 2002)

A biologically plausible and computationally efficient architecture and algorithm for a connectionist natural language processor. - João Luís Garcia Rosa (SMC, 2003)

Thematic role assignment through a biologically plausible symbolic-connectionist hybrid system. - João Luís Garcia Rosa; Alberione Braz da Silva (IJCNN, 2004)

A Biologically Motivated and Computationally Efficient Natural Language Processor. - João Luís Garcia Rosa (MICAI, 2004)

Artificial neural networks for temporal processing applied to prediction of electric energy in small hydroelectric power stations. - Paulo Cesar Endo Joaquim; João Luís Garcia Rosa (IJCNN, 2005)

BioAnt - biologically plausible computer simulation of an environment with ants. - Marvin Oliver Schneider; João Luís Garcia Rosa (IJCNN, 2005)

SABio: An Automatic Portuguese Text Summarizer Through Artificial Neural Networks in a More Biologically Plausible Model. - Télvio Orrú; João Luís Garcia Rosa; Márcio Luiz De Andrade Netto (PROPOR, 2006)

Personalized Web Page Filtering Using a Hopfield Neural Network. - Armando Marin; Juan Manuel Adán Coello; João Luís Garcia Rosa; Carlos Miguel Tobar; Ricardo Luís de Freitas (ICANN (2), 2007)

A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences. - João Luís Garcia Rosa (ISNN (2), 2007)

Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models. - Alberione Braz da Silva; João Luís Garcia Rosa (ICMLA, 2008)

SABIO: A Biologically Plausible Connectionist Approach to Automatic Text Summarization. - Télvio Orrú; João Luís Garcia Rosa; Márcio Luiz De Andrade Netto (Appl. Artif. Intell., 2008)

A HYBrid symbolic-connectionist processor of natural language semantic relations. - João Luís Garcia Rosa (HIMA, 2009)

Application and development of biologically plausible neural networks in a multiagent artificial life system. - Marvin Oliver Schneider; João Luís Garcia Rosa (Neural Comput. Appl., 2009)

Biologically plausible connectionist prediction of natural language thematic relations. - João Luís Garcia Rosa (IJCNN, 2010)

Biologically Plausible Connectionist Prediction of Natural Language Thematic Relations. - João Luís Garcia Rosa; Juan Manuel Adán Coello (J. Univers. Comput. Sci., 2010)

CARESS1 - Commercial Airliner Emergency Safety System. - Marvin Oliver Schneider; João Luís Garcia Rosa (ICINCO (1), 2011)

Advances on criteria for biological plausibility in artificial neural networks: Think of learning processes. - Alberione Braz da Silva; João Luís Garcia Rosa (IJCNN, 2011)

Metaphone-pt_BR: The Phonetic Importance on Search and Correction of Textual Information. - Carlos C. Jordão; João Luís Garcia Rosa (CICLing (2), 2012)

Semantic Role Labeling for Brazilian Portuguese: A Benchmark. - Fernando Alva-Manchego; João Luís Garcia Rosa (IBERAMIA, 2012)

Towards Semi-supervised Brazilian Portuguese Semantic Role Labeling: Building a Benchmark. - Fernando Alva-Manchego; João Luís Garcia Rosa (PROPOR, 2012)

An Architecture for Semantic Role Labeling on Portuguese. - Erick Rocha Fonseca; João Luís Garcia Rosa (PROPOR, 2012)

Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks. - Alberione Braz da Silva; João Luís Garcia Rosa (ICAISC (1), 2013)

A two-step convolutional neural network approach for semantic role labeling. - Erick Rocha Fonseca; João Luís Garcia Rosa (IJCNN, 2013)

Cognitive clustering algorithm for efficient cybersecurity applications. - Robert Kozma 001; João Luís Garcia Rosa; Denis Renato de Moraes Piazentin (IJCNN, 2013)

Mac-Morpho Revisited: Towards Robust Part-of-Speech Tagging. - Erick Rocha Fonseca; João Luís Garcia Rosa (STIL, 2013)

Face recognition through a chaotic neural network model. - Luis Fernando Martins Carlos; João Luís Garcia Rosa (IJCNN, 2014)

Motor imagery classification for brain-computer interfaces through a chaotic neural network. - Denis Renato de Moraes Piazentin; João Luís Garcia Rosa (IJCNN, 2014)

A connectionist approach to airliner safety. - Marvin Oliver Schneider; João Luís Garcia Rosa (IJCNN, 2014)

Network-based data classification: combining K-associated optimal graphs and high-level prediction. - Murillo G. Carneiro; João Luís Garcia Rosa; Alneu de Andrade Lopes; Liang Zhao 001 (J. Braz. Comput. Soc., 2014)

Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning Techniques. - Jefferson Tales Oliva; João Luís Garcia Rosa (BIRS-IMLKE, 2015)

A simulator for Freeman K-sets in Java. - Denis Renato de Moraes Piazentin; João Luís Garcia Rosa (IJCNN, 2015)

Evaluating word embeddings and a revised corpus for part-of-speech tagging in Portuguese. - Erick Rocha Fonseca; João Luís Garcia Rosa; Sandra M. Aluísio (J. Braz. Comput. Soc., 2015)

Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance. - Jefferson Tales Oliva; João Luís Garcia Rosa (ICANN (1), 2016)

A new cognitive filtering approach based on Freeman K3 Neural Networks. - João Luís Garcia Rosa; Denis Renato de Moraes Piazentin (Appl. Intell., 2016)

Differentiation Between Normal and Epileptic EEG Using K-Nearest-Neighbors Technique. - Jefferson Tales Oliva; João Luís Garcia Rosa (Machine Learning for Health Informatics, 2016)

Improving semantic role labeling using high-level classification in complex networks. - Murillo G. Carneiro; João Luís Garcia Rosa; Qiusheng Zheng; Xiaoming Liu; Liang Zhao 001 (ICNC-FSKD, 2017)

Restricted exhaustive search for frequency band selection in motor imagery classification. - Paul Bustios; João Luís Garcia Rosa (IJCNN, 2017)

Stochastic and deterministic stationarity analysis of EEG data. - Daniel Moreira Cestari; João Luís Garcia Rosa (IJCNN, 2017)

The use of one-class classifiers for differentiating healthy from epileptic EEG segments. - Jefferson Tales Oliva; João Luís Garcia Rosa (IJCNN, 2017)

How an epileptic EEG segment, used as reference, can influence a cross-correlation classifier? - Jefferson Tales Oliva; João Luís Garcia Rosa (Appl. Intell., 2017)

Semi-supervised Semantic Role Labeling for Brazilian Portuguese. - Murillo G. Carneiro; Thiago Henrique Cupertino; Liang Zhao 001; João Luís Garcia Rosa (J. Inf. Data Manag., 2017)

Rule induction algorithms for classification of psychotic disorders involving social vulnerability features. - Isabelle Carvalho; João Luís Garcia Rosa; Ketlin Fabri dos Santos; Domingos Alves (CENTERIS/ProjMAN/HCist, 2018)

Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. - Jefferson Tales Oliva; João Luís Garcia Rosa (IJCNN, 2018)

Epilepsy detection using multiclass classifier based on spectral features. - Jefferson Tales Oliva; João Luís Garcia Rosa (IJCNN, 2019)

Classification for EEG report generation and epilepsy detection. - Jefferson Tales Oliva; João Luís Garcia Rosa (Neurocomputing, 2019)

Binary and multiclass classifiers based on multitaper spectral features for epilepsy detection. - Jefferson Tales Oliva; João Luís Garcia Rosa (Biomed. Signal Process. Control., 2021)

Impact of Sampling Rate and Eye-Condition on Resting Quantitative EEG. - Fernando Soares de Aguiar Neto; João Luís Garcia Rosa (SPA, 2022)

Early Detection of Autism Spectrum Disorder Using Non-Invasive EEG. - Marcela Prince Antunes; João Luís Garcia Rosa; Fabio Junior Sabai; Fernando Soares de Aguiar Neto (BSN, 2023)

Feature extraction and selection from electroencephalogram signals for epileptic seizure diagnosis. - Dionathan Luan de Vargas; Jefferson Tales Oliva; Marcelo Teixeira; Dalcimar Casanova; João Luís Garcia Rosa (Neural Comput. Appl., 2023)

Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification. - Paul Bustios; João Luís Garcia Rosa (Appl. Intell., 2023)