João Luís Garcia Rosa

Dados pessoais

Lattes
Grupos de Pesquisa
Genealogia Acadêmica

Nacionalidade: Brasileira
Grande área de atuação: Ciências Exatas e da Terra
Área de atuação: Ciência da Computação

Publicações

Total: 84

Área temática ASJC

Percentual das publicações classificadas

HS Ciências da Saúde
LS Ciências da Vida
MU Multidisciplinar
PS Ciências Físicas
SH Ciências Sociais e Humanidades

Categoria ASJC

Categorias ASJC mais frequentes

Nome	Vínculo	Grande área de atuação	Área de atuação
Nome	Vínculo	Grande área de atuação	Área de atuação
Marcio Flavio Dutra MORAES	Membro	Ciências Biológicas	Fisiologia
Sandra Maria ALUÍSIO		Ciências Exatas e da Terra	Ciência da Computação

Figura 1

Número de publicações por ano e por tipo

Todas as publicações do perfil

Figura 2

Categorias ASJC mais frequentes por ano

A cor dos pontos identifica a categoria predominante

Figura 3

Mapa de calor das categorias ASJC por ano

Frequências absolutas; cores mais escuras indicam mais publicações. Todas as categorias ASJC e anos disponíveis, sem aplicar os filtros da página.

Escala: 0 → 4

Mapa de calor das categorias ASJC por ano
Categoria ASJC	1994	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2025	2026
1702 · Artificial Intelligence	0	0	0	1	1	1	1	4	3	2	0	1	1	2	2	2	2	2	3	3	1	2	1	2	0	0	0	0	1	0	1
2801 · Neuroscience (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	2	0	0	1	2	1	2	0	0	1	0	0	0
1203 · Language and Linguistics	1	0	2	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	0	0	1	0	0	0	0	0	0
1701 · Computer Science (miscellaneous)	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	0	1	2	0	0	0	0	0	0	0	0	0	0	0	0
2701 · Medicine (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	1	0	1	0	0
3310 · Linguistics and Language	1	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2204 · Biomedical Engineering	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0
2728 · Neurology (clinical)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0
2808 · Neurology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0
3304 · Education	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
1210 · Music	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
2614 · Theoretical Computer Science	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

Ano	Tipo	Registro	Área temática e categoria ASJC
	Tipo de Publicação	Registro	Área temática e categoria ASJC
2026	Livro	Fundamentos da Inteligência Artificial; 2a. edição João Luís Garcia ROSA — ISBN 9798248678082	PS Artificial Intelligence
2025	Trabalho em evento	A methodology for automatic composition of polyphonic music Angélica Abadia Paulista RIBEIRO; João Luís Garcia ROSA Symposium on Knowledge Discovery; Mining and Learning; KDMiLe 2025	SH Music
2023	Trabalho em evento	Demo: Brain- Controlled Robot for Assisting Basic Upper Limb Tasks Belabbaci N A; Alam M A U; João Luís Garcia ROSA IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (IEEE BSN 2023)	PS Biomedical Engineering
2023	Trabalho em evento	Early Detection of Autism Spectrum Disorder Using Non-Invasive EEG Antunes M P; Sabai F J; Fernando Soares De Aguiar NETO; João Luís Garcia ROSA IEEEEMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (IEEE BSN 2023)	HS Neurology (clinical)
2023	Artigo em periódico	Feature extraction and selection from electroencephalogram signals for epileptic seizure diagnosis De Vargas Dionathan LUAN; Oliva Jefferson TALES; Teixeira MARCELO; Casanova DALCIMAR; João Luís Garcia ROSA NEURAL COMPUTING & APPLICATIONS DOI 10.1007/s00521-023-08350-1 ISSN 0941-0643	HS Medicine (miscellaneous)
2023	Artigo em periódico	Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification Bustios PAUL; João Luís Garcia ROSA APPLIED INTELLIGENCE DOI 10.1007/s10489-023-05134-x ISSN 0924-669X	PS Artificial Intelligence
2022	Trabalho em evento	Impact of Sampling Rate and Eye-Condition on Resting Quantitative EEG Fernando Soares De Aguiar NETO; João Luís Garcia ROSA 25th. SPA 2022 conference - Signal Processing	LS Neuroscience (miscellaneous)
2021	Artigo em periódico	Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection Jefferson Tales OLIVA; João Luís Garcia ROSA Biomedical Signal Processing and Control DOI 10.1016/j.bspc.2021.102469 ISSN 1746-8094	HS Medicine (miscellaneous)
2020	Artigo em periódico	Behavioral and EEGraphic Characterization of the Anticonvulsant Eects of the Predator Odor (TMT) in the Amygdala Rapid Kindling; A Model of Temporal Lobe Epilepsy Polianna Delfino PEREIRA; Poliana Bertti DUTRA; Flávio Del VECCHIO; José Antonio Cortes De OLIVEIRA; Daniel Castro MEDEIROS et al Frontiers in Neurology DOI 10.3389/fneur.2020.586724 ISSN 1664-2295	LS Neurology
2019	Livro	Essentials of Formal Languages and Automata João Luís Garcia ROSA — ISBN 9783659799891	SH Language and Linguistics
2019	Trabalho em evento	Epilepsy detection using multiclass classifier based on spectral features Oliva Jefferson TALES; João Luís Garcia ROSA 2019 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2019.8852379 ISBN 9781728119854	LS Neurology
2019	Artigo em periódico	Classification for EEG report generation and epilepsy detection Oliva Jefferson TALES; João Luís Garcia ROSA NEUROCOMPUTING DOI 10.1016/j.neucom.2019.01.053 ISSN 0925-2312	LS Neuroscience (miscellaneous)
2019	Artigo em periódico	Depression biomarkers using non-invasive EEG: A review Fernando Soares De Aguiar NETO; João Luís Garcia ROSA NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS DOI 10.1016/j.neubiorev.2019.07.021 ISSN 0149-7634	LS Neuroscience (miscellaneous)
2018	Trabalho em evento	Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers Oliva Jefferson TALES; João Luís Garcia ROSA 2018 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2018.8489503 ISBN 9781509060146	LS Neuroscience (miscellaneous)
2018	Trabalho em evento	Forecasting economic time series using chaotic neural networks Victor Henrique GONÇALVES; João Luís Garcia ROSA ENIAC 2018 - XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)	PS Artificial Intelligence
2018	Artigo em periódico	Rule induction algorithms for classification of psychotic disorders involving social vulnerability features Carvalho ISABELLE; João Luís Garcia ROSA; Dos Santos Ketlin FABRI; Alves DOMINGOS PROCEDIA COMPUTER SCIENCE DOI 10.1016/j.procs.2018.10.008 ISSN 1877-0509	PS Artificial Intelligence
2017	Capítulo de livro	Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning Techniques Oliva Jefferson TALES; João Luís Garcia ROSA Lecture Notes in Computer Science DOI 10.1007/978-3-319-69775-8_7 ISBN 9783319697741	HS Medicine (miscellaneous)
2017	Trabalho em evento	The use of one-class classifiers for differentiating healthy from epileptic EEG segments Oliva Jefferson TALES; João Luís Garcia ROSA 2017 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/IJCNN.2017.7966222 ISBN 9781509061822	LS Neuroscience (miscellaneous)
2017	Trabalho em evento	Stochastic and deterministic stationarity analysis of EEG data Cestari Daniel MOREIRA; João Luís Garcia ROSA 2017 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/IJCNN.2017.7965837 ISBN 9781509061822	PS Biomedical Engineering
2017	Trabalho em evento	Restricted exhaustive search for frequency band selection in motor imagery classification Bustios PAUL; João Luís Garcia ROSA 2017 International Joint Conference on Neural Networks (IJCNN) DOI 10.1109/ijcnn.2017.7966388 ISBN 9781509061822	PS Artificial Intelligence
2017	Artigo em periódico	How an epileptic EEG segment; used as reference; can influence a cross-correlation classifier? Oliva Jefferson TALES; João Luís Garcia ROSA APPLIED INTELLIGENCE (DORDRECHT. ONLINE) DOI 10.1007/s10489-016-0891-y ISSN 1573-7497	LS Neuroscience (miscellaneous)
2016	Capítulo de livro	Differentiation Between Normal and Epileptic EEG Using K-Nearest-Neighbors Technique Oliva Jefferson TALES; João Luís Garcia ROSA Lecture Notes in Computer Science DOI 10.1007/978-3-319-50478-0_7 ISBN 9783319504773	HS Neurology (clinical)
2016	Capítulo de livro	Interfaces Cérebro-Computador João Luís Garcia ROSA JAI - Jornadas de Atualização em Informática 2016 ISBN 9788576693260	SH Language and Linguistics
2016	Trabalho em evento	Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance Jefferson Tales OLIVA; João Luís Garcia ROSA 25th International Conference on Artificial Neural Networks (ICANN 2016) ISBN 0302-9743	LS Neuroscience (miscellaneous)
2016	Trabalho em evento	Graph-Based Semi-Supervised Learning for Semantic Role Diffusion Murillo G CARNEIRO; João Luís Garcia ROSA; Zhao LIANG The Symposium on Knowledge Discovery; Mining and Learning (KDMiLe)	PS Artificial Intelligence

2026 Livro

PS Artificial Intelligence

Fundamentos da Inteligência Artificial; 2a. edição

—

João Luís Garcia ROSA

ISBN 9798248678082

2025 Trabalho em evento

SH Music

A methodology for automatic composition of polyphonic music

Symposium on Knowledge Discovery; Mining and Learning; KDMiLe 2025

Angélica Abadia Paulista RIBEIRO; João Luís Garcia ROSA

2023 Trabalho em evento

PS Biomedical Engineering

Demo: Brain- Controlled Robot for Assisting Basic Upper Limb Tasks

IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (IEEE BSN 2023)

Belabbaci N A; Alam M A U; João Luís Garcia ROSA

2023 Trabalho em evento

HS Neurology (clinical)

Early Detection of Autism Spectrum Disorder Using Non-Invasive EEG

IEEEEMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (IEEE BSN 2023)

Antunes M P; Sabai F J; Fernando Soares De Aguiar NETO; João Luís Garcia ROSA

2023 Artigo em periódico

HS Medicine (miscellaneous)

Feature extraction and selection from electroencephalogram signals for epileptic seizure diagnosis

NEURAL COMPUTING & APPLICATIONS

De Vargas Dionathan LUAN; Oliva Jefferson TALES; Teixeira MARCELO; Casanova DALCIMAR; João Luís Garcia ROSA

DOI ISSN 0941-0643

2023 Artigo em periódico

PS Artificial Intelligence

Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification

APPLIED INTELLIGENCE

Bustios PAUL; João Luís Garcia ROSA

DOI ISSN 0924-669X

2022 Trabalho em evento

LS Neuroscience (miscellaneous)

Impact of Sampling Rate and Eye-Condition on Resting Quantitative EEG

25th. SPA 2022 conference - Signal Processing

Fernando Soares De Aguiar NETO; João Luís Garcia ROSA

2021 Artigo em periódico

HS Medicine (miscellaneous)

Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection

Biomedical Signal Processing and Control

Jefferson Tales OLIVA; João Luís Garcia ROSA

DOI ISSN 1746-8094

2020 Artigo em periódico

LS Neurology

Behavioral and EEGraphic Characterization of the Anticonvulsant Eects of the Predator Odor (TMT) in the Amygdala Rapid Kindling; A Model of Temporal Lobe Epilepsy

Frontiers in Neurology

Polianna Delfino PEREIRA; Poliana Bertti DUTRA; Flávio Del VECCHIO; José Antonio Cortes De OLIVEIRA; Daniel Castro MEDEIROS et al

DOI ISSN 1664-2295

2019 Livro

SH Language and Linguistics

Essentials of Formal Languages and Automata

—

João Luís Garcia ROSA

ISBN 9783659799891

2019 Trabalho em evento

LS Neurology

Epilepsy detection using multiclass classifier based on spectral features

2019 International Joint Conference on Neural Networks (IJCNN)

Oliva Jefferson TALES; João Luís Garcia ROSA

DOI ISBN 9781728119854

2019 Artigo em periódico

LS Neuroscience (miscellaneous)

Classification for EEG report generation and epilepsy detection

NEUROCOMPUTING

Oliva Jefferson TALES; João Luís Garcia ROSA

DOI ISSN 0925-2312

2019 Artigo em periódico

LS Neuroscience (miscellaneous)

Depression biomarkers using non-invasive EEG: A review

NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Fernando Soares De Aguiar NETO; João Luís Garcia ROSA

DOI ISSN 0149-7634

2018 Trabalho em evento

LS Neuroscience (miscellaneous)

Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers

2018 International Joint Conference on Neural Networks (IJCNN)

Oliva Jefferson TALES; João Luís Garcia ROSA

DOI ISBN 9781509060146

2018 Trabalho em evento

PS Artificial Intelligence

Forecasting economic time series using chaotic neural networks

ENIAC 2018 - XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)

Victor Henrique GONÇALVES; João Luís Garcia ROSA

2018 Artigo em periódico

PS Artificial Intelligence

Rule induction algorithms for classification of psychotic disorders involving social vulnerability features

PROCEDIA COMPUTER SCIENCE

Carvalho ISABELLE; João Luís Garcia ROSA; Dos Santos Ketlin FABRI; Alves DOMINGOS

DOI ISSN 1877-0509

2017 Capítulo de livro

HS Medicine (miscellaneous)

Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning Techniques

Lecture Notes in Computer Science

Oliva Jefferson TALES; João Luís Garcia ROSA

DOI ISBN 9783319697741

2017 Trabalho em evento

LS Neuroscience (miscellaneous)

The use of one-class classifiers for differentiating healthy from epileptic EEG segments

2017 International Joint Conference on Neural Networks (IJCNN)

Oliva Jefferson TALES; João Luís Garcia ROSA

DOI ISBN 9781509061822

2017 Trabalho em evento

PS Biomedical Engineering

Stochastic and deterministic stationarity analysis of EEG data

2017 International Joint Conference on Neural Networks (IJCNN)

Cestari Daniel MOREIRA; João Luís Garcia ROSA

DOI ISBN 9781509061822

2017 Trabalho em evento

PS Artificial Intelligence

Restricted exhaustive search for frequency band selection in motor imagery classification

2017 International Joint Conference on Neural Networks (IJCNN)

Bustios PAUL; João Luís Garcia ROSA

DOI ISBN 9781509061822

2017 Artigo em periódico

LS Neuroscience (miscellaneous)

How an epileptic EEG segment; used as reference; can influence a cross-correlation classifier?

APPLIED INTELLIGENCE (DORDRECHT. ONLINE)

Oliva Jefferson TALES; João Luís Garcia ROSA

DOI ISSN 1573-7497

2016 Capítulo de livro

HS Neurology (clinical)

Differentiation Between Normal and Epileptic EEG Using K-Nearest-Neighbors Technique

Lecture Notes in Computer Science

Oliva Jefferson TALES; João Luís Garcia ROSA

DOI ISBN 9783319504773

2016 Capítulo de livro

SH Language and Linguistics

Interfaces Cérebro-Computador

JAI - Jornadas de Atualização em Informática 2016

João Luís Garcia ROSA

ISBN 9788576693260

2016 Trabalho em evento

LS Neuroscience (miscellaneous)

Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance

25th International Conference on Artificial Neural Networks (ICANN 2016)

Jefferson Tales OLIVA; João Luís Garcia ROSA

ISBN 0302-9743

2016 Trabalho em evento

PS Artificial Intelligence

Graph-Based Semi-Supervised Learning for Semantic Role Diffusion

The Symposium on Knowledge Discovery; Mining and Learning (KDMiLe)

Murillo G CARNEIRO; João Luís Garcia ROSA; Zhao LIANG