Publications

Bárbara Silveira, Ana Paula Da Silva, Fabricio Murai (2020). Modelos de Previsão do Tom Emocional de Usuários em Comunidades de Saúde Mental no Reddit. Anais do IX Brazilian Workshop on Social Network Analysis and Mining.
Cite DOI URL
Lucas Lima, Julio C S Reis, Philipe Melo, Fabrício Murai, Fabrício Benevenuto (2020). Characterizing (Un)moderated Textual Data in Social Systems. 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).
Cite DOI
Julio C S Reis, Andre Correia, Fabricio Murai, Adriano Veloso, Fabricio Benevenuto, Erik Cambria (2019). Supervised Learning for Fake News Detection. IEEE Intelligent Systems.
Cite DOI URL
Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Da Silva, Jussara M Almeida (2019). Towards Understanding Political Interactions on Instagram. Proceedings of the 30th ACM Conference on Hypertext and Social Media.
Cite DOI URL
Rafael Medina, Ana Da Silva, Fabricio Murai (2019). SEMPLICe: Um Modelo Sequencial de Proficiência em Comunidades Online para Aprendizado de Idioma. Anais do VIII Brazilian Workshop on Social Network Analysis and Mining.
Cite DOI URL
Carlos Henrique Gomes Ferreira, Fabricio Murai, Breno De Sousa Matos, Jussara M Almeida (2019). Modeling Dynamic Ideological Behavior in Political Networks. The Journal of Web Science.
Cite DOI
Alexandre Maros, Fabricio Murai, Ana Paula Da Silva, Jussara M. Almeida, Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna (2019). Machine Learning for Performance Prediction of Spark Cloud Applications. 2019 IEEE 12th International Conference on Cloud Computing (CLOUD).
Cite DOI
Marco Lattuada, Eugenio Gianniti, Marjan Hosseini, Danilo Ardagna, Alexandre Maros, Fabricio Murai, Ana Couto Da Silva, Jussara Almeida (2019). Gray-Box Models for Performance Assessment of Spark Applications. Proceedings of the 9th International Conference on Cloud Computing and Services Science.
Cite DOI URL
Julio C S Reis, André Correia, Fabrício Murai, Adriano Veloso, Fabrício Benevenuto (2019). Explainable Machine Learning for Fake News Detection. Proceedings of the 10th ACM Conference on Web Science.
Cite DOI URL
Fabricio Murai, Bruno Ribeiro, Don Towlsey, Pinghui Wang (2019). Characterizing Directed and Undirected Networks via Multidimensional Walks with Jumps. ACM Trans. Knowl. Discov. Data.
Cite DOI URL