A graph-based approach for positive and unlabeled learning
Carnevali, Julio César, Geraldeli Rossi, Rafael, Milios, Evangelos, de Andrade Lopes, Alneu
Published in Information sciences (01.11.2021)
Published in Information sciences (01.11.2021)
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Learning to sense from events via semantic variational autoencoder
Gôlo, Marcos Paulo Silva, Rossi, Rafael Geraldeli, Marcacini, Ricardo Marcondes
Published in PloS one (23.12.2021)
Published in PloS one (23.12.2021)
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A network-based positive and unlabeled learning approach for fake news detection
de Souza, Mariana Caravanti, Nogueira, Bruno Magalhães, Rossi, Rafael Geraldeli, Marcacini, Ricardo Marcondes, dos Santos, Brucce Neves, Rezende, Solange Oliveira
Published in Machine learning (01.10.2022)
Published in Machine learning (01.10.2022)
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Journal Article
One-class learning for fake news detection through multimodal variational autoencoders
Gôlo, Marcos Paulo Silva, de Souza, Mariana Caravanti, Rossi, Rafael Geraldeli, Rezende, Solange Oliveira, Nogueira, Bruno Magalhães, Marcacini, Ricardo Marcondes
Published in Engineering applications of artificial intelligence (01.06.2023)
Published in Engineering applications of artificial intelligence (01.06.2023)
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GA-TCTN: a framework for hyper-parameter optimization and text classification using transductive semi-supervised learning through term networks
Coutinho, Felipe Provezano, Rezende, Solange Oliveira, Rossi, Rafael Geraldeli
Published in Learning and nonlinear models (30.11.2019)
Published in Learning and nonlinear models (30.11.2019)
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Journal Article
GA-TCTN: a framework for hyper-parameter optimization and text classification using transductive semi-supervised learning through term networks
Coutinho, Felipe Provezano, Rezende, Solange Oliveira, Rossi, Rafael Geraldeli
Published in Learning and nonlinear models (25.11.2019)
Published in Learning and nonlinear models (25.11.2019)
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Journal Article
Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network
Rossi, R. G., de Paulo Faleiros, T., de Andrade Lopes, A., Rezende, S. O.
Published in 2012 IEEE 12th International Conference on Data Mining (01.12.2012)
Published in 2012 IEEE 12th International Conference on Data Mining (01.12.2012)
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