MMWA-ae: boosting knowledge from Multimodal Interface Design, Reuse and Usability Evaluation. - Américo Talarico Neto; Renata Pontin de Mattos Fortes; Rafael Geraldeli Rossi; Solange O. Rezende (SEKE, 2010)

Building a topic hierarchy using the bag-of-related-words representation. - Rafael Geraldeli Rossi; Solange Oliveira Rezende (ACM Symposium on Document Engineering, 2011)

Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network. - Rafael Geraldeli Rossi; Thiago de Paulo Faleiros; Alneu de Andrade Lopes; Solange Oliveira Rezende (ICDM, 2012)

Music Classification by Transductive Learning Using Bipartite Heterogeneous Networks. - Diego Furtado Silva; Rafael Geraldeli Rossi; Solange Oliveira Rezende; Gustavo Enrique De Almeida Prado Alves Batista (ISMIR, 2014)

Identification of Brazilian Portuguese Causative Verbs through a Weighted Graph Classification Strategy. - Brett Drury; Rafael Geraldeli Rossi; Alneu de Andrade Lopes (PROPOR, 2014)

A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Solange O. Rezende (SAC, 2014)

Inductive Model Generation for Text Classification Using a Bipartite Heterogeneous Network. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Thiago de Paulo Faleiros; Solange Oliveira Rezende (J. Comput. Sci. Technol., 2014)

Term Network Approach for Transductive Classification. - Rafael Geraldeli Rossi; Solange Oliveira Rezende; Alneu de Andrade Lopes (CICLing (2), 2015)

Text automatic classification through machine learning based on networks. - Rafael Geraldeli Rossi (2015)

Semantic role-based representations in text classification. - Roberta Akemi Sinoara; Rafael Geraldeli Rossi; Solange Oliveira Rezende (ICPR, 2016)

Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Solange Oliveira Rezende (Inf. Process. Manag., 2016)

Aspect-based Sentiment Analysis using Semi-supervised Learning in Bipartite Heterogeneous Networks. - Ivone Penque Matsuno; Rafael Geraldeli Rossi; Ricardo M. Marcacini; Solange O. Rezende (J. Inf. Data Manag., 2016)

Towards Automatic Evaluation of Asphalt Irregularity Using Smartphone's Sensors. - Vinícius M. A. de Souza; Everton Alvares Cherman; Rafael Geraldeli Rossi; Rafael A. Souza (IDA, 2017)

Automatically Design Distance Functions for Graph-Based Semi-Supervised Learning. - Patricia Miquilini; Rafael Geraldeli Rossi; Marcos G. Quiles; Vinícius Veloso de Melo; Márcio P. Basgalupp (TrustCom/BigDataSE/ICESS, 2017)

Transductive Event Classification through Heterogeneous Networks. - Brucce Neves dos Santos; Rafael Geraldeli Rossi; Ricardo Marcondes Marcacini (WebMedia, 2017)

Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data. - Vinícius Mourão Alves de Souza; Rafael Geraldeli Rossi; Gustavo E. A. P. A. Batista; Solange O. Rezende (Intell. Data Anal., 2017)

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 (Knowl. Based Syst., 2017)

Optimizing the class information divergence for transductive classification of texts using propagation in bipartite graphs. - Thiago de Paulo Faleiros; Rafael Geraldeli Rossi; Alneu de Andrade Lopes (Pattern Recognit. Lett., 2017)

Cross-domain aspect extraction for sentiment analysis: A transductive learning approach. - Ricardo Marcondes Marcacini; Rafael Geraldeli Rossi; Ivone Penque Matsuno; Solange Oliveira Rezende (Decis. Support Syst., 2018)

Knowledge-enhanced document embeddings for text classification. - Roberta Akemi Sinoara; José Camacho-Collados; Rafael Geraldeli Rossi; Roberto Navigli; Solange O. Rezende (Knowl. Based Syst., 2019)

A two-stage regularization framework for heterogeneous event networks. - Brucce Neves dos Santos; Rafael Geraldeli Rossi; Solange Oliveira Rezende; Ricardo Marcondes Marcacini (Pattern Recognit. Lett., 2020)

A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News. - Mariana Caravanti de Souza; Bruno M. Nogueira 001; Rafael Geraldeli Rossi; Ricardo M. Marcacini; Solange O. Rezende (BRACIS (2), 2021)

Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning. - Marcos P. S. Gôlo; Mariana Caravanti de Souza; Rafael Geraldeli Rossi; Solange O. Rezende; Bruno Magalhães Nogueira 001; Ricardo M. Marcacini (WebMedia, 2021)

A graph-based approach for positive and unlabeled learning. - Julio César Carnevali; Rafael Geraldeli Rossi; Evangelos E. Milios; Alneu de Andrade Lopes (Inf. Sci., 2021)

Detecting relevant app reviews for software evolution and maintenance through multimodal one-class learning. - Marcos P. S. Gôlo; Adailton Ferreira Araujo; Rafael Geraldeli Rossi; Ricardo M. Marcacini (Inf. Softw. Technol., 2022)

A network-based positive and unlabeled learning approach for fake news detection. - Mariana Caravanti de Souza; Bruno Magalhães Nogueira 001; Rafael Geraldeli Rossi; Ricardo Marcondes Marcacini; Brucce Neves dos Santos; Solange Oliveira Rezende (Mach. Learn., 2022)

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 001; Ricardo Marcondes Marcacini (Eng. Appl. Artif. Intell., 2023)