1
Material Type:
Artigo
Learning to sense from events via semantic variational autoencoder
Marcos Paulo Silva Gôlo Rafael Geraldeli Rossi; Ricardo Marcondes Marcacini
PLoS ONE San Francisco v. 16, n. 2, p. 1-20, 2021
San Francisco 2021
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3058068 ) (Acessar)
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2
Material Type:
Artigo
Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts
Rafael Geraldeli Rossi Alneu de Andrade Lopes; Solange Oliveira Rezende
Information Processing and Management Oxford : Elsevier v. 52, n. 2, p. 217-257, Mar. 2016
Oxford 2016
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2734119 ) (Acessar)
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3
Material Type:
Artigo
GA-TCTN a framework for hyper-parameter optimization and text classification using transductive semi-supervised learning through term networks
Felipe Provezano Coutinho Solange Oliveira Rezende; Rafael Geraldeli Rossi
Learning and Nonlinear Models Rio de Janeiro : Brazilian Society on Computational Intelligence v. 17, n. 2, p. 27-41, 2019
Rio de Janeiro 2019
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2978383 ) (Acessar)
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4
Material Type:
Artigo
Using bipartite heterogeneous networks to speed up inductive semi-supervised learning and improve automatic text categorization
Rafael Geraldeli Rossi Alneu de Andrade Lopes; Solange Oliveira Rezende
Knowledge-Based Systems Amsterdam : Elsevier v. 132, p. 94-118, Sep. 2017
Amsterdam 2017
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2841661 ) (Acessar)
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5
Material Type:
Artigo
Knowledge-enhanced document embeddings for text classification
Roberta Akemi Sinoara Jose Camacho-Collados; Rafael G Rossi; Roberto Navigli; Solange Oliveira Rezende
Knowledge-Based Systems Amsterdam : Elsevier v. 163, p. 955-971, Jan. 2019
Amsterdam 2019
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2913845 ) (Acessar)
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6
Material Type:
Artigo
Cross-domain aspect extraction for sentiment analysis a transductive learning approach
Ricardo Marcondes Marcacini Rafael Geraldeli Rossi; Ivone Penque Matsuno; Solange Oliveira Rezende
Decision Support Systems Amsterdam : Elsevier v. 114, p. 70-80, Oct. 2018
Amsterdam 2018
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-2902356 ) (Acessar)
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7
Material Type:
Artigo
A graph-based approach for positive and unlabeled learning
Julio César Carnevali Rafael Geraldeli Rossi; Evangelos Milios; Alneu de Andrade Lopes
Information Sciences New York v. 580, p. 655-672, Nov. 2021
New York 2021
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3044990 ) (Acessar)
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8
Material Type:
Artigo de Congresso
Learning textual representations from multiple modalities to detect fake news through one-class learning
Marcos Paulo Silva Gôlo Mariana Caravanti; Rafael Geraldeli Rossi; Solange Oliveira Rezende; Bruno Nogueira; Ricardo Marcondes Marcacini; Brazilian Symposium on Multimedia and the Web - WebMedia (27. 2021 Belo Horizonte)
Proceedings New York : ACM, 2021
New York ACM 2021
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3048912 ) (Acessar)
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9
Material Type:
Artigo
Detecting relevant app reviews for software evolution and maintenance through multimodal one-class learning
Marcos Paulo Silva Gôlo Adailton Ferreira de Araujo; Rafael Geraldeli Rossi; Ricardo Marcondes Marcacini
Information and Software Technology Amsterdam v. 151, p. 1-12, Nov. 2022
Amsterdam 2022
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3086686 ) (Acessar)
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10
Material Type:
Artigo
One-class learning for fake news detection through multimodal variational autoencoders
Marcos Paulo Silva Gôlo Mariana Caravanti de Souza; Rafael Geraldeli Rossi; Solange Oliveira Rezende; Bruno Magalhães Nogueira; Ricardo Marcondes Marcacini
Engineering Applications of Artificial Intelligence Kidlington v. 122, p. 1-23, June 2023
Kidlington 2023
Localização:
ICMC - Inst. Ciên. Mat. Computação
(PROD-3125638 ) (Acessar)
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