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ORCIDJoão Luís Garcia Rosa
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- affiliation: University of Sao Paulo, Brazil
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2020 – today
- 2023
[j12]Paul Bustios
, João Luís Garcia Rosa:
Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification. Appl. Intell. 53(24): 30133-30147 (2023)- [j11]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): 12195-12219 (2023) - [c38]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: 1-4 - 2022
- [c37]Fernando Soares de Aguiar Neto, João Luís Garcia Rosa:
Impact of Sampling Rate and Eye-Condition on Resting Quantitative EEG. SPA 2022: 52-57 - 2021
- [j10]Jefferson Tales Oliva, João Luís Garcia Rosa:
Binary and multiclass classifiers based on multitaper spectral features for epilepsy detection. Biomed. Signal Process. Control. 66: 102469 (2021) - 2020
- [i1]Jefferson Tales Oliva, João Luís Garcia Rosa:
Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection. CoRR abs/2004.03456 (2020)
2010 – 2019
- 2019
- [j9]Jefferson Tales Oliva, João Luís Garcia Rosa:
Classification for EEG report generation and epilepsy detection. Neurocomputing 335: 81-95 (2019) - [c36]Jefferson Tales Oliva, João Luís Garcia Rosa:
Epilepsy detection using multiclass classifier based on spectral features. IJCNN 2019: 1-8 - 2018
- [c35]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: 49-55 - [c34]Jefferson Tales Oliva, João Luís Garcia Rosa:
Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. IJCNN 2018: 1-8 - 2017
- [j8]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): 178-196 (2017) - [j7]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): 117-130 (2017) - [c33]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: 2206-2212 - [c32]Daniel Moreira Cestari, João Luís Garcia Rosa:
Stochastic and deterministic stationarity analysis of EEG data. IJCNN 2017: 63-70 - [c31]Jefferson Tales Oliva, João Luís Garcia Rosa:
The use of one-class classifiers for differentiating healthy from epileptic EEG segments. IJCNN 2017: 2956-2963 - [c30]Paul Bustios, João Luís Garcia Rosa:
Restricted exhaustive search for frequency band selection in motor imagery classification. IJCNN 2017: 4208-4213 - 2016
- [j6]João Luís Garcia Rosa, Denis Renato de Moraes Piazentin:
A new cognitive filtering approach based on Freeman K3 Neural Networks. Appl. Intell. 45(2): 363-382 (2016) - [c29]Jefferson Tales Oliva, João Luís Garcia Rosa:
Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance. ICANN (1) 2016: 297-305 - [p1]Jefferson Tales Oliva, João Luís Garcia Rosa:
Differentiation Between Normal and Epileptic EEG Using K-Nearest-Neighbors Technique. Machine Learning for Health Informatics 2016: 149-160 - 2015
- [j5]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): 2:1-2:14 (2015) - [c28]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: 134-145 - [c27]Denis Renato de Moraes Piazentin, João Luís Garcia Rosa:
A simulator for Freeman K-sets in Java. IJCNN 2015: 1-8 - 2014
- [j4]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): 14:1-14:14 (2014) - [c26]Luis Fernando Martins Carlos, João Luís Garcia Rosa:
Face recognition through a chaotic neural network model. IJCNN 2014: 859-863 - [c25]Marvin Oliver Schneider, João Luís Garcia Rosa:
A connectionist approach to airliner safety. IJCNN 2014: 4070-4075 - [c24]Denis Renato de Moraes Piazentin, João Luís Garcia Rosa:
Motor imagery classification for brain-computer interfaces through a chaotic neural network. IJCNN 2014: 4103-4108 - 2013
- [c23]Alberione Braz da Silva, João Luís Garcia Rosa:
Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks. ICAISC (1) 2013: 183-192 - [c22]Erick Rocha Fonseca, João Luís Garcia Rosa:
A two-step convolutional neural network approach for semantic role labeling. IJCNN 2013: 1-7 - [c21]Robert Kozma, João Luís Garcia Rosa, Denis Renato de Moraes Piazentin:
Cognitive clustering algorithm for efficient cybersecurity applications. IJCNN 2013: 1-8 - [c20]Erick Rocha Fonseca, João Luís Garcia Rosa:
Mac-Morpho Revisited: Towards Robust Part-of-Speech Tagging. STIL 2013 - 2012
- [c19]Carlos C. Jordão, João Luís Garcia Rosa:
Metaphone-pt_BR: The Phonetic Importance on Search and Correction of Textual Information. CICLing (2) 2012: 297-305 - [c18]Fernando Alva-Manchego, João Luís Garcia Rosa:
Semantic Role Labeling for Brazilian Portuguese: A Benchmark. IBERAMIA 2012: 481-490 - [c17]Erick Rocha Fonseca, João Luís Garcia Rosa:
An Architecture for Semantic Role Labeling on Portuguese. PROPOR 2012: 204-209 - [c16]Fernando Alva-Manchego, João Luís Garcia Rosa:
Towards Semi-supervised Brazilian Portuguese Semantic Role Labeling: Building a Benchmark. PROPOR 2012: 210-217 - 2011
- [c15]Marvin Oliver Schneider, João Luís Garcia Rosa:
CARESS1 - Commercial Airliner Emergency Safety System. ICINCO (1) 2011: 223-226 - [c14]Alberione Braz da Silva, João Luís Garcia Rosa:
Advances on criteria for biological plausibility in artificial neural networks: Think of learning processes. IJCNN 2011: 1394-1401 - 2010
- [j3]João Luís Garcia Rosa, Juan Manuel Adán Coello:
Biologically Plausible Connectionist Prediction of Natural Language Thematic Relations. J. Univers. Comput. Sci. 16(21): 3245-3277 (2010) - [c13]João Luís Garcia Rosa:
Biologically plausible connectionist prediction of natural language thematic relations. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j2]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): 65-75 (2009) - [c12]João Luís Garcia Rosa:
A HYBrid symbolic-connectionist processor of natural language semantic relations. HIMA 2009: 64-71 - 2008
- [j1]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): 896-920 (2008) - [c11]Alberione Braz da Silva, João Luís Garcia Rosa:
Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models. ICMLA 2008: 829-834 - 2007
- [c10]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: 417-424 - [c9]João Luís Garcia Rosa:
A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences. ISNN (2) 2007: 825-834 - 2006
- [c8]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: 11-20 - 2004
- [c7]João Luís Garcia Rosa:
A Biologically Motivated and Computationally Efficient Natural Language Processor. MICAI 2004: 390-399 - 2003
- [c6]João Luís Garcia Rosa:
A biologically plausible and computationally efficient architecture and algorithm for a connectionist natural language processor. SMC 2003: 2845-2850 - 2002
- [c5]Marvin Oliver Schneider, João Luís Garcia Rosa:
Neural Connect 4 - A Connectionist Approach to the Game. SBRN 2002: 236-241 - [c4]João Luís Garcia Rosa:
A Biologically Inspired Connectionist System for Natural Language Processing. SBRN 2002: 243-249 - 2001
- [c3]João Luís Garcia Rosa:
HTRP II: learning thematic relations from semantically sound sentences. SMC 2001: 488-493 - 2000
- [c2]João Luís Garcia Rosa, Edson Françozo:
Linguistic Relations Encoding in a Symbolic-Connectionist Hybrid Natural Language Processor. IBERAMIA-SBIA 2000: 259-268
1990 – 1999
- 1999
- [b1]João Luís Garcia Rosa:
Um sistema hibrido simbolico-conexionista para o processamento de papeis tematicos. University of Campinas, Brazil, 1999 - [c1]João Luís Garcia Rosa, Edson Françozo:
Hybrid Thematic Role Processor: Symbolic Linguistic Relations Revised by Connectionist Learning. IJCAI 1999: 852-861
Coauthor Index
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