A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest
Rodrigues, Douglas, Pereira, Luís A.M., Nakamura, Rodrigo Y.M., Costa, Kelton A.P., Yang, Xin-She, Souza, André N., Papa, João Paulo
Published in Expert systems with applications (01.04.2014)
Published in Expert systems with applications (01.04.2014)
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Journal Article
Automated recognition of lung diseases in CT images based on the optimum-path forest classifier
Filho, Pedro P. Rebouças, Barros, Antônio C. da Silva, Ramalho, Geraldo L. B., Pereira, Clayton R., Papa, João Paulo, de Albuquerque, Victor Hugo C., Tavares, João Manuel R. S.
Published in Neural computing & applications (01.02.2019)
Published in Neural computing & applications (01.02.2019)
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Journal Article
Deep Features Extraction for Robust Fingerprint Spoofing Attack Detection
de Souza, Gustavo Botelho, Santos, Daniel Felipe da Silva, Pires, Rafael Gonçalves, Marana, Aparecido Nilceu, Papa, João Paulo
Published in Journal of Artificial Intelligence and Soft Computing Research (01.01.2019)
Published in Journal of Artificial Intelligence and Soft Computing Research (01.01.2019)
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Journal Article
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings
Stoyanov, Danail, Taylor, Zeike, Carneiro, Gustavo, Syeda-Mahmood, Tanveer, Martel, Anne, Maier-Hein, Lena, Tavares, João Manuel R. S, Bradley, Andrew, Papa, João Paulo, Belagiannis, Vasileios
Year of Publication 2018
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Year of Publication 2018
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Deep Learning and Data Labeling for Medical Applications: First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings
Carneiro, Gustavo, Mateus, Diana, Loïc, Peter, Bradley, Andrew, Tavares, João Manuel R. S, Belagiannis, Vasileios, Papa, João Paulo, Nascimento, Jacinto C, Loog, Marco, Lu, Zhi
Year of Publication 2016
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Year of Publication 2016
eBook
Recent Advances in Brain Signal Analysis: Methods and Applications
Albuquerque, Victor Hugo C. de, Pinheiro, Plácido Rogerio, Papa, João Paulo, Tavares, João Manuel R. S., Menezes, Ronaldo Parente de, Oliveira, Carlos A. S.
Published in Computational Intelligence and Neuroscience (01.01.2016)
Published in Computational Intelligence and Neuroscience (01.01.2016)
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Journal Article
Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic
Pereira, Danillo Roberto, Papa, João Paulo, Saraiva, Gustavo Francisco Rosalin, Souza, Gustavo Maia
Published in Computers and electronics in agriculture (01.02.2018)
Published in Computers and electronics in agriculture (01.02.2018)
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Journal Article
Learning How to Extract Rotation-Invariant and Scale-Invariant Features from Texture Images
Montoya-Zegarra, Javier A., Papa, João Paulo, Leite, Neucimar J., da Silva Torres, Ricardo, Falcão, Alexandre
Published in EURASIP journal on advances in signal processing (01.01.2008)
Published in EURASIP journal on advances in signal processing (01.01.2008)
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Journal Article
Video Assessment to Detect Amyotrophic Lateral Sclerosis
Oliveira, Guilherme Camargo, Ngo, Quoc Cuong, Passos, Leandro Aparecido, Oliveira, Leonardo Silva, Stylianou, Stella, Papa, João Paulo, Kumar, Dinesh
Published in Digital biomarkers (29.08.2024)
Published in Digital biomarkers (29.08.2024)
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Journal Article
Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering
Guimaraes, Raniere Rocha, Passos, Leandro A., Filho, Raimir Holanda, Albuquerque, Victor Hugo C. de, Rodrigues, Joel J. P. C., Komarov, Mikhail M., Papa, Joao Paulo
Published in IEEE network (01.03.2019)
Published in IEEE network (01.03.2019)
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Journal Article
New Insights on Nontechnical Losses Characterization Through Evolutionary-Based Feature Selection
Ramos, C. C. O., de Souza, A. N., Falcao, A. X., Papa, J. P.
Published in IEEE transactions on power delivery (01.01.2012)
Published in IEEE transactions on power delivery (01.01.2012)
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Journal Article
A Comprehensive Survey on Ensemble Learning-Based Intrusion Detection Approaches in Computer Networks
Lucas, Thiago Jose, de Figueiredo, Inae Soares, Tojeiro, Carlos Alexandre Carvalho, de Almeida, Alex Marino G., Scherer, Rafal, Brega, Jose Remo F., Papa, Joao Paulo, da Costa, Kelton Augusto Pontara
Published in IEEE access (2023)
Published in IEEE access (2023)
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Journal Article
FEMa: a finite element machine for fast learning
Pereira, Danilo R., Piteri, Marco Antonio, Souza, André N., Papa, João Paulo, Adeli, Hojjat
Published in Neural computing & applications (01.05.2020)
Published in Neural computing & applications (01.05.2020)
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Journal Article
FEMa: a finite element machine for fast learning
Pereira, Danilo R., Piteri, Marco Antonio, Souza, André N., Papa, João Paulo, Adeli, Hojjat
Published in Neural computing & applications (01.05.2020)
Published in Neural computing & applications (01.05.2020)
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Journal Article
Deep learning techniques for recommender systems based on collaborative filtering
Martins, Guilherme Brandão, Papa, João Paulo, Adeli, Hojjat
Published in Expert systems (01.12.2020)
Published in Expert systems (01.12.2020)
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Journal Article