Rafael Geraldeli Rossi

According to our database, Rafael Geraldeli Rossi authored at least 27 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Eng. Appl. Artif. Intell., 2023

2022

A network-based positive and unlabeled learning approach for fake news detection.

Mariana Caravanti de Souza, Bruno Magalhães Nogueira, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini, Brucce Neves dos Santos, Solange Oliveira Rezende

Mach. Learn., 2022

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

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

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, Ricardo M. Marcacini

Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021

A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News.

Mariana Caravanti de Souza, Bruno M. Nogueira, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

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

2019

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

2018

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

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

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

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

Transductive Event Classification through Heterogeneous Networks.

Brucce Neves dos Santos, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini

Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 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

Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Towards Automatic Evaluation of Asphalt Irregularity Using Smartphone's Sensors.

Vinícius M. A. de Souza, Everton Alvares Cherman, Rafael Geraldeli Rossi, Rafael A. Souza

Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

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

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

Semantic role-based representations in text classification.

Roberta Akemi Sinoara, Rafael Geraldeli Rossi, Solange Oliveira Rezende

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Text automatic classification through machine learning based on networks.

Rafael Geraldeli Rossi

PhD thesis, 2015

Term Network Approach for Transductive Classification.

Rafael Geraldeli Rossi, Solange Oliveira Rezende, Alneu de Andrade Lopes

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

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

A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification.

Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange O. Rezende

Proceedings of the Symposium on Applied Computing, 2014

Identification of Brazilian Portuguese Causative Verbs through a Weighted Graph Classification Strategy.

Brett Drury, Rafael Geraldeli Rossi, Alneu de Andrade Lopes

Proceedings of the Computational Processing of the Portuguese Language, 2014

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

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

2012

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

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Building a topic hierarchy using the bag-of-related-words representation.

Rafael Geraldeli Rossi, Solange Oliveira Rezende

Proceedings of the 2011 ACM Symposium on Document Engineering, 2011

2010

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

Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010