João Luís Garcia Rosa

56 papers A* 1B 18C 2Journal 13Unranked 20

Year	Rank	Type	Title / Venue / Authors
2023	C	`conf`	Early Detection of Autism Spectrum Disorder Using Non-Invasive EEG. BSN Marcela Prince Antunes, João Luís Garcia Rosa, Fabio Junior Sabai, Fernando Soares de Aguiar Neto
2023	J	`jnl`	Feature extraction and selection from electroencephalogram signals for epileptic seizure diagnosis. Neural Comput. Appl. Dionathan Luan de Vargas, Jefferson Tales Oliva, Marcelo Teixeira, Dalcimar Casanova, João Luís Garcia Rosa
2023	J	`jnl`	Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification. Appl. Intell. Paul Bustios, João Luís Garcia Rosa
2022	—	`conf`	Impact of Sampling Rate and Eye-Condition on Resting Quantitative EEG. SPA Fernando Soares de Aguiar Neto, João Luís Garcia Rosa
2021	J	`jnl`	Binary and multiclass classifiers based on multitaper spectral features for epilepsy detection. Biomed. Signal Process. Control. Jefferson Tales Oliva, João Luís Garcia Rosa
2020	J	`jnl`	Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection. CoRR Jefferson Tales Oliva, João Luís Garcia Rosa
2019	J	`jnl`	Classification for EEG report generation and epilepsy detection. Neurocomputing Jefferson Tales Oliva, João Luís Garcia Rosa
2019	B	`conf`	Epilepsy detection using multiclass classifier based on spectral features. IJCNN Jefferson Tales Oliva, João Luís Garcia Rosa
2018	B	`conf`	Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers. IJCNN Jefferson Tales Oliva, João Luís Garcia Rosa
2018	—	`conf`	Rule induction algorithms for classification of psychotic disorders involving social vulnerability features. CENTERIS/ProjMAN/HCist Isabelle Carvalho, João Luís Garcia Rosa, Ketlin Fabri dos Santos, Domingos Alves
2017	J	`jnl`	How an epileptic EEG segment, used as reference, can influence a cross-correlation classifier? Appl. Intell. Jefferson Tales Oliva, João Luís Garcia Rosa
2017	—	`conf`	Improving semantic role labeling using high-level classification in complex networks. ICNC-FSKD Murillo G. Carneiro, João Luís Garcia Rosa, Qiusheng Zheng, Xiaoming Liu, Liang Zhao
2017	B	`conf`	Restricted exhaustive search for frequency band selection in motor imagery classification. IJCNN Paul Bustios, João Luís Garcia Rosa
2017	J	`jnl`	Semi-supervised Semantic Role Labeling for Brazilian Portuguese. J. Inf. Data Manag. Murillo G. Carneiro, Thiago Henrique Cupertino, Liang Zhao, João Luís Garcia Rosa
2017	B	`conf`	Stochastic and deterministic stationarity analysis of EEG data. IJCNN Daniel Moreira Cestari, João Luís Garcia Rosa
2017	B	`conf`	The use of one-class classifiers for differentiating healthy from epileptic EEG segments. IJCNN Jefferson Tales Oliva, João Luís Garcia Rosa
2016	J	`jnl`	A new cognitive filtering approach based on Freeman K3 Neural Networks. Appl. Intell. João Luís Garcia Rosa, Denis Renato de Moraes Piazentin
2016	—	`ch.`	Differentiation Between Normal and Epileptic EEG Using K-Nearest-Neighbors Technique. Machine Learning for Health Informatics Jefferson Tales Oliva, João Luís Garcia Rosa
2016	—	`conf`	Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance. ICANN (1) Jefferson Tales Oliva, João Luís Garcia Rosa
2015	B	`conf`	A simulator for Freeman K-sets in Java. IJCNN Denis Renato de Moraes Piazentin, João Luís Garcia Rosa
2015	J	`jnl`	Evaluating word embeddings and a revised corpus for part-of-speech tagging in Portuguese. J. Braz. Comput. Soc. Erick Rocha Fonseca, João Luís Garcia Rosa, Sandra M. Aluísio
2015	—	`conf`	Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning Techniques. BIRS-IMLKE Jefferson Tales Oliva, João Luís Garcia Rosa
2014	B	`conf`	A connectionist approach to airliner safety. IJCNN Marvin Oliver Schneider, João Luís Garcia Rosa
2014	B	`conf`	Face recognition through a chaotic neural network model. IJCNN Luis Fernando Martins Carlos, João Luís Garcia Rosa
2014	B	`conf`	Motor imagery classification for brain-computer interfaces through a chaotic neural network. IJCNN Denis Renato de Moraes Piazentin, João Luís Garcia Rosa
2014	J	`jnl`	Network-based data classification: combining K-associated optimal graphs and high-level prediction. J. Braz. Comput. Soc. Murillo G. Carneiro, João Luís Garcia Rosa, Alneu de Andrade Lopes, Liang Zhao
2013	B	`conf`	A two-step convolutional neural network approach for semantic role labeling. IJCNN Erick Rocha Fonseca, João Luís Garcia Rosa
2013	—	`conf`	Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks. ICAISC (1) Alberione Braz da Silva, João Luís Garcia Rosa
2013	B	`conf`	Cognitive clustering algorithm for efficient cybersecurity applications. IJCNN Robert Kozma, João Luís Garcia Rosa, Denis Renato de Moraes Piazentin
2013	—	`conf`	Mac-Morpho Revisited: Towards Robust Part-of-Speech Tagging. STIL Erick Rocha Fonseca, João Luís Garcia Rosa
2012	—	`conf`	An Architecture for Semantic Role Labeling on Portuguese. PROPOR Erick Rocha Fonseca, João Luís Garcia Rosa
2012	—	`conf`	Metaphone-pt_BR: The Phonetic Importance on Search and Correction of Textual Information. CICLing (2) Carlos C. Jordão, João Luís Garcia Rosa
2012	—	`conf`	Semantic Role Labeling for Brazilian Portuguese: A Benchmark. IBERAMIA Fernando Alva-Manchego, João Luís Garcia Rosa
2012	—	`conf`	Towards Semi-supervised Brazilian Portuguese Semantic Role Labeling: Building a Benchmark. PROPOR Fernando Alva-Manchego, João Luís Garcia Rosa
2011	B	`conf`	Advances on criteria for biological plausibility in artificial neural networks: Think of learning processes. IJCNN Alberione Braz da Silva, João Luís Garcia Rosa
2011	—	`conf`	CARESS1 - Commercial Airliner Emergency Safety System. ICINCO (1) Marvin Oliver Schneider, João Luís Garcia Rosa
2010	J	`jnl`	Biologically Plausible Connectionist Prediction of Natural Language Thematic Relations. J. Univers. Comput. Sci. João Luís Garcia Rosa, Juan Manuel Adán Coello
2010	B	`conf`	Biologically plausible connectionist prediction of natural language thematic relations. IJCNN João Luís Garcia Rosa
2009	—	`conf`	A HYBrid symbolic-connectionist processor of natural language semantic relations. HIMA João Luís Garcia Rosa
2009	J	`jnl`	Application and development of biologically plausible neural networks in a multiagent artificial life system. Neural Comput. Appl. Marvin Oliver Schneider, João Luís Garcia Rosa
2008	C	`conf`	Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models. ICMLA Alberione Braz da Silva, João Luís Garcia Rosa
2008	J	`jnl`	SABIO: A Biologically Plausible Connectionist Approach to Automatic Text Summarization. Appl. Artif. Intell. Télvio Orrú, João Luís Garcia Rosa, Márcio Luiz De Andrade Netto
2007	—	`conf`	A Connectionist Thematic Grid Predictor for Pre-parsed Natural Language Sentences. ISNN (2) João Luís Garcia Rosa
2007	—	`conf`	Personalized Web Page Filtering Using a Hopfield Neural Network. ICANN (2) Armando Marin, Juan Manuel Adán Coello, João Luís Garcia Rosa, Carlos Miguel Tobar, Ricardo Luís de Freitas
2006	—	`conf`	SABio: An Automatic Portuguese Text Summarizer Through Artificial Neural Networks in a More Biologically Plausible Model. PROPOR Télvio Orrú, João Luís Garcia Rosa, Márcio Luiz De Andrade Netto
2005	B	`conf`	Artificial neural networks for temporal processing applied to prediction of electric energy in small hydroelectric power stations. IJCNN Paulo Cesar Endo Joaquim, João Luís Garcia Rosa
2005	B	`conf`	BioAnt - biologically plausible computer simulation of an environment with ants. IJCNN Marvin Oliver Schneider, João Luís Garcia Rosa
2004	—	`conf`	A Biologically Motivated and Computationally Efficient Natural Language Processor. MICAI João Luís Garcia Rosa
2004	B	`conf`	Thematic role assignment through a biologically plausible symbolic-connectionist hybrid system. IJCNN João Luís Garcia Rosa, Alberione Braz da Silva
2003	B	`conf`	A biologically plausible and computationally efficient architecture and algorithm for a connectionist natural language processor. SMC João Luís Garcia Rosa
2002	—	`conf`	A Biologically Inspired Connectionist System for Natural Language Processing. SBRN João Luís Garcia Rosa
2002	—	`conf`	Neural Connect 4 - A Connectionist Approach to the Game. SBRN Marvin Oliver Schneider, João Luís Garcia Rosa
2001	B	`conf`	HTRP II: learning thematic relations from semantically sound sentences. SMC João Luís Garcia Rosa
2000	—	`conf`	Linguistic Relations Encoding in a Symbolic-Connectionist Hybrid Natural Language Processor. IBERAMIA-SBIA João Luís Garcia Rosa, Edson Françozo
1999	A*	`conf`	Hybrid Thematic Role Processor: Symbolic Linguistic Relations Revised by Connectionist Learning. IJCAI João Luís Garcia Rosa, Edson Françozo
1999	—	`—`	Um sistema hibrido simbolico-conexionista para o processamento de papeis tematicos. João Luís Garcia Rosa