João Luís Garcia Rosa
Orcid: 0000-0002-9491-9434Affiliations:
- University of Sao Paulo, Brazil
According to our database1,
João Luís Garcia Rosa
authored at least 52 papers
between 1999 and 2023.
Collaborative distances:
Collaborative distances:
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on icmc.usp.br
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Bibliography
2023
Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification.
Appl. Intell., December, 2023
Feature extraction and selection from electroencephalogram signals for epileptic seizure diagnosis.
Neural Comput. Appl., June, 2023
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023
2022
Proceedings of the Signal Processing: Algorithms, 2022
2021
Binary and multiclass classifiers based on multitaper spectral features for epilepsy detection.
Biomed. Signal Process. Control., 2021
2019
Neurocomputing, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Differentiation between Normal and Interictal EEG Using Multitaper Spectral Classifiers.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Rule induction algorithms for classification of psychotic disorders involving social vulnerability features.
Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018
2017
J. Inf. Data Manag., 2017
How an epileptic EEG segment, used as reference, can influence a cross-correlation classifier?
Appl. Intell., 2017
The use of one-class classifiers for differentiating healthy from epileptic EEG segments.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Restricted exhaustive search for frequency band selection in motor imagery classification.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Improving semantic role labeling using high-level classification in complex networks.
Proceedings of the 13th International Conference on Natural Computation, 2017
2016
Differentiation Between Normal and Epileptic EEG Using K-Nearest-Neighbors Technique.
Proceedings of the Machine Learning for Health Informatics, 2016
Appl. Intell., 2016
Dimensionality Reduction Effect Analysis of EEG Signals in Cross-Correlation Classifiers Performance.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
2015
Evaluating word embeddings and a revised corpus for part-of-speech tagging in Portuguese.
J. Braz. Comput. Soc., 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning Techniques.
Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015
2014
Network-based data classification: combining K-associated optimal graphs and high-level prediction.
J. Braz. Comput. Soc., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Motor imagery classification for brain-computer interfaces through a chaotic neural network.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2013
Proceedings of the 9th Brazilian Symposium in Information and Human Language Technology, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks.
Proceedings of the Artificial Intelligence and Soft Computing, 2013
2012
Proceedings of the Computational Processing of the Portuguese Language, 2012
Towards Semi-supervised Brazilian Portuguese Semantic Role Labeling: Building a Benchmark.
Proceedings of the Computational Processing of the Portuguese Language, 2012
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012
Metaphone-pt_BR: The Phonetic Importance on Search and Correction of Textual Information.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2012
2011
Advances on criteria for biological plausibility in artificial neural networks: Think of learning processes.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
CARESS1 - Commercial Airliner Emergency Safety System.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011
2010
Biologically Plausible Connectionist Prediction of Natural Language Thematic Relations.
J. Univers. Comput. Sci., 2010
Biologically plausible connectionist prediction of natural language thematic relations.
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
Application and development of biologically plausible neural networks in a multiagent artificial life system.
Neural Comput. Appl., 2009
Proceedings of the 2009 IEEE Workshop on Hybrid Intelligent Models and Applications, 2009
2008
SABIO: A Biologically Plausible Connectionist Approach to Automatic Text Summarization.
Appl. Artif. Intell., 2008
Biological Plausibility in Artificial Neural Networks: An Improvement on Earlier Models.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008
2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Artificial Neural Networks, 2007
2006
SABio: An Automatic Portuguese Text Summarizer Through Artificial Neural Networks in a More Biologically Plausible Model.
Proceedings of the Computational Processing of the Portuguese Language, 2006
2004
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004
2003
A biologically plausible and computationally efficient architecture and algorithm for a connectionist natural language processor.
Proceedings of the IEEE International Conference on Systems, 2003
2002
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
2001
Proceedings of the IEEE International Conference on Systems, 2001
2000
Linguistic Relations Encoding in a Symbolic-Connectionist Hybrid Natural Language Processor.
Proceedings of the Advances in Artificial Intelligence, 2000
1999
PhD thesis, 1999
Hybrid Thematic Role Processor: Symbolic Linguistic Relations Revised by Connectionist Learning.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999