João Luís Garcia Rosa

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 17

Top Venues

IJCNN

Appl. Intell.

J. Braz. Comput. Soc.

CENTERIS/ProjMAN/HCist

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

Dionathan Luan de Vargas, Jefferson Tales Oliva, Marcelo Teixeira, Dalcimar Casanova, João Luís Garcia Rosa
Feature extraction and selection from electroencephalogram signals for epileptic seizure diagnosis. Neural Comput. Appl. 35 (16) (2023)
Paul Bustios, João Luís Garcia Rosa
Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification. Appl. Intell. 53 (24) (2023)
Marcela Prince Antunes, João Luís Garcia Rosa, Fabio Junior Sabai, Fernando Soares de Aguiar Neto
Early Detection of Autism Spectrum Disorder Using Non-Invasive EEG. BSN (2023)
Fernando Soares de Aguiar Neto, João Luís Garcia Rosa
Impact of Sampling Rate and Eye-Condition on Resting Quantitative EEG. SPA (2022)
Jefferson Tales Oliva, João Luís Garcia Rosa
Binary and multiclass classifiers based on multitaper spectral features for epilepsy detection. Biomed. Signal Process. Control. 66 (2021)
Jefferson Tales Oliva, João Luís Garcia Rosa
Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection. CoRR (2020)
Jefferson Tales Oliva, João Luís Garcia Rosa
Epilepsy detection using multiclass classifier based on spectral features. IJCNN (2019)
Jefferson Tales Oliva, João Luís Garcia Rosa
Classification for EEG report generation and epilepsy detection. Neurocomputing 335 (2019)
Jefferson Tales Oliva, João Luís Garcia Rosa
Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. IJCNN (2018)
Isabelle Carvalho, João Luís Garcia Rosa, Ketlin Fabri dos Santos, Domingos Alves
Rule induction algorithms for classification of psychotic disorders involving social vulnerability features. CENTERIS/ProjMAN/HCist (2018)
Daniel Moreira Cestari, João Luís Garcia Rosa
Stochastic and deterministic stationarity analysis of EEG data. IJCNN (2017)
Jefferson Tales Oliva, João Luís Garcia Rosa
The use of one-class classifiers for differentiating healthy from epileptic EEG segments. IJCNN (2017)
Jefferson Tales Oliva, João Luís Garcia Rosa
How an epileptic EEG segment, used as reference, can influence a cross-correlation classifier? Appl. Intell. 47 (1) (2017)
Murillo G. Carneiro, Thiago Henrique Cupertino, Liang Zhao, João Luís Garcia Rosa
Semi-supervised Semantic Role Labeling for Brazilian Portuguese. J. Inf. Data Manag. 8 (2) (2017)
Murillo G. Carneiro, João Luís Garcia Rosa, Qiusheng Zheng, Xiaoming Liu, Liang Zhao
Improving semantic role labeling using high-level classification in complex networks. ICNC-FSKD (2017)
Jefferson Tales Oliva, João Luís Garcia Rosa
Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance. ICANN (1) (2016)
João Luís Garcia Rosa, Denis Renato de Moraes Piazentin
A new cognitive filtering approach based on Freeman K3 Neural Networks. Appl. Intell. 45 (2) (2016)
Denis Renato de Moraes Piazentin, João Luís Garcia Rosa
A simulator for Freeman K-sets in Java. IJCNN (2015)
Jefferson Tales Oliva, João Luís Garcia Rosa
Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning Techniques. BIRS-IMLKE (2015)
Erick Rocha Fonseca, João Luís Garcia Rosa, Sandra M. Aluísio
Evaluating word embeddings and a revised corpus for part-of-speech tagging in Portuguese. J. Braz. Comput. Soc. 21 (1) (2015)
Luis Fernando Martins Carlos, João Luís Garcia Rosa
Face recognition through a chaotic neural network model. IJCNN (2014)
Murillo G. Carneiro, João Luís Garcia Rosa, Alneu de Andrade Lopes, Liang Zhao
Network-based data classification: combining K-associated optimal graphs and high-level prediction. J. Braz. Comput. Soc. 20 (1) (2014)
Marvin Oliver Schneider, João Luís Garcia Rosa
A connectionist approach to airliner safety. IJCNN (2014)
Denis Renato de Moraes Piazentin, João Luís Garcia Rosa
Motor imagery classification for brain-computer interfaces through a chaotic neural network. IJCNN (2014)
Robert Kozma, João Luís Garcia Rosa, Denis Renato de Moraes Piazentin
Cognitive clustering algorithm for efficient cybersecurity applications. IJCNN (2013)
Erick Rocha Fonseca, João Luís Garcia Rosa
Mac-Morpho Revisited: Towards Robust Part-of-Speech Tagging. STIL (2013)
Alberione Braz da Silva, João Luís Garcia Rosa
Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks. ICAISC (1) (2013)
Erick Rocha Fonseca, João Luís Garcia Rosa
A two-step convolutional neural network approach for semantic role labeling. IJCNN (2013)
Fernando Alva-Manchego, João Luís Garcia Rosa
Semantic Role Labeling for Brazilian Portuguese: A Benchmark. IBERAMIA (2012)
Erick Rocha Fonseca, João Luís Garcia Rosa
An Architecture for Semantic Role Labeling on Portuguese. PROPOR (2012)
Carlos C. Jordão, João Luís Garcia Rosa
Metaphone-pt_BR: The Phonetic Importance on Search and Correction of Textual Information. CICLing (2) (2012)
Fernando Alva-Manchego, João Luís Garcia Rosa
Towards Semi-supervised Brazilian Portuguese Semantic Role Labeling: Building a Benchmark. PROPOR (2012)
Marvin Oliver Schneider, João Luís Garcia Rosa
CARESS1 - Commercial Airliner Emergency Safety System. ICINCO (1) (2011)
Alberione Braz da Silva, João Luís Garcia Rosa
Advances on criteria for biological plausibility in artificial neural networks: Think of learning processes. IJCNN (2011)
João Luís Garcia Rosa, Juan Manuel Adán Coello
Biologically Plausible Connectionist Prediction of Natural Language Thematic Relations. J. Univers. Comput. Sci. 16 (21) (2010)
João Luís Garcia Rosa
Biologically plausible connectionist prediction of natural language thematic relations. IJCNN (2010)
Marvin Oliver Schneider, João Luís Garcia Rosa
Application and development of biologically plausible neural networks in a multiagent artificial life system. Neural Comput. Appl. 18 (1) (2009)
João Luís Garcia Rosa
A HYBrid symbolic-connectionist processor of natural language semantic relations. HIMA (2009)
Alberione Braz da Silva, João Luís Garcia Rosa
Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models. ICMLA (2008)
Télvio Orrú, João Luís Garcia Rosa, Márcio Luiz De Andrade Netto
SABIO: A Biologically Plausible Connectionist Approach to Automatic Text Summarization. Appl. Artif. Intell. 22 (9) (2008)
João Luís Garcia Rosa
A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences. ISNN (2) (2007)
Armando Marin, Juan Manuel Adán Coello, João Luís Garcia Rosa, Carlos Miguel Tobar, Ricardo Luís de Freitas
Personalized Web Page Filtering Using a Hopfield Neural Network. ICANN (2) (2007)
Télvio Orrú, João Luís Garcia Rosa, Márcio Luiz De Andrade Netto
SABio: An Automatic Portuguese Text Summarizer Through Artificial Neural Networks in a More Biologically Plausible Model. PROPOR (2006)
João Luís Garcia Rosa
A Biologically Motivated and Computationally Efficient Natural Language Processor. MICAI (2004)
João Luís Garcia Rosa
A biologically plausible and computationally efficient architecture and algorithm for a connectionist natural language processor. SMC (2003)
João Luís Garcia Rosa
A Biologically Inspired Connectionist System for Natural Language Processing. SBRN (2002)
Marvin Oliver Schneider, João Luís Garcia Rosa
Neural Connect 4 - A Connectionist Approach to the Game. SBRN (2002)
João Luís Garcia Rosa
HTRP II: learning thematic relations from semantically sound sentences. SMC (2001)
João Luís Garcia Rosa, Edson Françozo
Linguistic Relations Encoding in a Symbolic-Connectionist Hybrid Natural Language Processor. IBERAMIA-SBIA (2000)
João Luís Garcia Rosa, Edson Françozo
Hybrid Thematic Role Processor: Symbolic Linguistic Relations Revised by Connectionist Learning. IJCAI (1999)

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Publication Activity (10 Years)

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João Luís Garcia Rosa