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Rafael Geraldeli Rossi
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2020 – today
- 2023
- [j13]Marcos Paulo Silva Gôlo
, Mariana Caravanti de Souza
One-class learning for fake news detection through multimodal variational autoencoders. Eng. Appl. Artif. Intell. 122: 106088 (2023) - 2022
- [j12]Marcos P. S. Gôlo
Detecting relevant app reviews for software evolution and maintenance through multimodal one-class learning. Inf. Softw. Technol. 151: 106998 (2022) - [j11]Mariana Caravanti de Souza
A network-based positive and unlabeled learning approach for fake news detection. Mach. Learn. 111(10): 3549-3592 (2022) - 2021
- [j10]Julio César Carnevali, Rafael Geraldeli Rossi, Evangelos E. Milios, Alneu de Andrade Lopes:
A graph-based approach for positive and unlabeled learning. Inf. Sci. 580: 655-672 (2021) - [c13]Mariana Caravanti de Souza
A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News. BRACIS (2) 2021: 3-18 - [c12]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
- [j9]Brucce Neves dos Santos, Rafael Geraldeli Rossi, Solange Oliveira Rezende
A two-stage regularization framework for heterogeneous event networks. Pattern Recognit. Lett. 138: 490-496 (2020)
2010 – 2019
- 2019
- [j8]Roberta Akemi Sinoara
Knowledge-enhanced document embeddings for text classification. Knowl. Based Syst. 163: 955-971 (2019) - 2018
- [j7]Ricardo Marcondes Marcacini
Cross-domain aspect extraction for sentiment analysis: A transductive learning approach. Decis. Support Syst. 114: 70-80 (2018) - 2017
- [j6]Vinícius Mourão Alves de Souza
Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data. Intell. Data Anal. 21(5): 1061-1095 (2017) - [j5]Rafael Geraldeli Rossi
Using bipartite heterogeneous networks to speed up inductive semi-supervised learning and improve automatic text categorization. Knowl. Based Syst. 132: 94-118 (2017) - [j4]Thiago de Paulo Faleiros
Optimizing the class information divergence for transductive classification of texts using propagation in bipartite graphs. Pattern Recognit. Lett. 87: 127-138 (2017) - [c11]Vinícius M. A. de Souza
Towards Automatic Evaluation of Asphalt Irregularity Using Smartphone's Sensors. IDA 2017: 322-333 - [c10]Patricia Miquilini, Rafael Geraldeli Rossi
Automatically Design Distance Functions for Graph-Based Semi-Supervised Learning. TrustCom/BigDataSE/ICESS 2017: 933-940 - [c9]Brucce Neves dos Santos, Rafael Geraldeli Rossi
Transductive Event Classification through Heterogeneous Networks. WebMedia 2017: 285-292 - 2016
- [j3]Rafael Geraldeli Rossi
Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts. Inf. Process. Manag. 52(2): 217-257 (2016) - [j2]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) - [c8]Roberta Akemi Sinoara
Semantic role-based representations in text classification. ICPR 2016: 2313-2318 - 2015
- [b1]Rafael Geraldeli Rossi:
Text automatic classification through machine learning based on networks. University of São Paulo, Brazil, 2015 - [c7]Rafael Geraldeli Rossi
Term Network Approach for Transductive Classification. CICLing (2) 2015: 497-515 - 2014
- [j1]Rafael Geraldeli Rossi
Inductive Model Generation for Text Classification Using a Bipartite Heterogeneous Network. J. Comput. Sci. Technol. 29(3): 361-375 (2014) - [c6]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 - [c5]Brett Drury, Rafael Geraldeli Rossi
Identification of Brazilian Portuguese Causative Verbs through a Weighted Graph Classification Strategy. PROPOR 2014: 274-279 - [c4]Rafael Geraldeli Rossi
A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. SAC 2014: 79-84 - 2012
- [c3]Rafael Geraldeli Rossi
Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network. ICDM 2012: 1086-1091 - 2011
- [c2]Rafael Geraldeli Rossi
Building a topic hierarchy using the bag-of-related-words representation. ACM Symposium on Document Engineering 2011: 195-204 - 2010
- [c1]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
Coauthor Index
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