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Publications
- 2023
[j31]Marcos Paulo Silva Gôlo
, Mariana Caravanti de Souza, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Bruno Magalhães Nogueira, Ricardo Marcondes Marcacini:
One-class learning for fake news detection through multimodal variational autoencoders. Eng. Appl. Artif. Intell. 122: 106088 (2023)- 2022
- [j30]Mariana Caravanti de Souza, Bruno Magalhães Nogueira, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini, Brucce Neves dos Santos, Solange Oliveira Rezende:
A network-based positive and unlabeled learning approach for fake news detection. Mach. Learn. 111(10): 3549-3592 (2022) - 2021
- [c79]Mariana Caravanti de Souza, Bruno M. Nogueira, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende:
A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News. BRACIS (2) 2021: 3-18 - [c78]Marcos P. S. Gôlo, Mariana Caravanti de Souza, Rafael Geraldeli Rossi, Solange O. Rezende, Bruno Magalhães Nogueira, Ricardo M. Marcacini:
Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning. WebMedia 2021: 197-204 - 2020
- [j26]Brucce Neves dos Santos, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Ricardo Marcondes Marcacini:
A two-stage regularization framework for heterogeneous event networks. Pattern Recognit. Lett. 138: 490-496 (2020) - 2019
- [j20]Roberta Akemi Sinoara, José Camacho-Collados, Rafael Geraldeli Rossi, Roberto Navigli, Solange O. Rezende:
Knowledge-enhanced document embeddings for text classification. Knowl. Based Syst. 163: 955-971 (2019) - 2018
- [j19]Ricardo Marcondes Marcacini, Rafael Geraldeli Rossi, Ivone Penque Matsuno, Solange Oliveira Rezende:
Cross-domain aspect extraction for sentiment analysis: A transductive learning approach. Decis. Support Syst. 114: 70-80 (2018) - 2017
- [j17]Vinícius Mourão Alves de Souza, Rafael Geraldeli Rossi, Gustavo E. A. P. A. Batista, Solange O. Rezende:
Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data. Intell. Data Anal. 21(5): 1061-1095 (2017) - [j15]Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange Oliveira Rezende:
Using bipartite heterogeneous networks to speed up inductive semi-supervised learning and improve automatic text categorization. Knowl. Based Syst. 132: 94-118 (2017) - 2016
- [j13]Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange Oliveira Rezende:
Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts. Inf. Process. Manag. 52(2): 217-257 (2016) - [j11]Ivone Penque Matsuno, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende:
Aspect-based Sentiment Analysis using Semi-supervised Learning in Bipartite Heterogeneous Networks. J. Inf. Data Manag. 7(2): 141-154 (2016) - [c57]Roberta Akemi Sinoara, Rafael Geraldeli Rossi, Solange Oliveira Rezende:
Semantic role-based representations in text classification. ICPR 2016: 2313-2318 - 2015
- [c53]Rafael Geraldeli Rossi, Solange Oliveira Rezende, Alneu de Andrade Lopes:
Term Network Approach for Transductive Classification. CICLing (2) 2015: 497-515 - 2014
- [j6]Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Thiago de Paulo Faleiros, Solange Oliveira Rezende:
Inductive Model Generation for Text Classification Using a Bipartite Heterogeneous Network. J. Comput. Sci. Technol. 29(3): 361-375 (2014) - [c42]Diego Furtado Silva, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Gustavo Enrique De Almeida Prado Alves Batista:
Music Classification by Transductive Learning Using Bipartite Heterogeneous Networks. ISMIR 2014: 113-118 - [c41]Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange O. Rezende:
A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. SAC 2014: 79-84 - 2012
- [c25]Rafael Geraldeli Rossi, Thiago de Paulo Faleiros, Alneu de Andrade Lopes, Solange Oliveira Rezende:
Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network. ICDM 2012: 1086-1091 - 2011
- [c18]Rafael Geraldeli Rossi, Solange Oliveira Rezende:
Building a topic hierarchy using the bag-of-related-words representation. ACM Symposium on Document Engineering 2011: 195-204 - 2010
- [c11]Américo Talarico Neto, Renata Pontin de Mattos Fortes, Rafael Geraldeli Rossi, Solange O. Rezende:
MMWA-ae: boosting knowledge from Multimodal Interface Design, Reuse and Usability Evaluation. SEKE 2010: 355-360
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