Thierson Rosa

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Feature Representations

Text Classification

Top Venues

Inf. Process. Manag.

ACM Comput. Surv.

Int. J. Web Inf. Syst.

Publications

Washington Cunha, Felipe Viegas, Celso França, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves
A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification. ACM Comput. Surv. 55 (13s) (2023)
Washington Cunha, Vítor Mangaravite, Christian Gomes, Sérgio D. Canuto, Elaine Resende, Cecilia Nascimento, Felipe Viegas, Celso França, Wellington Santos Martins, Jussara M. Almeida, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study. Inf. Process. Manag. 58 (3) (2021)
Lafaiet Silva, Nádia Félix F. da Silva, Thierson Rosa
Success prediction of crowdfunding campaigns: a two-phase modeling. Int. J. Web Inf. Syst. 16 (4) (2020)
Felipe Viegas, Mário S. Alvim, Sérgio D. Canuto, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha
Exploiting semantic relationships for unsupervised expansion of sentiment lexicons. Inf. Syst. 94 (2020)
Washington Cunha, Sérgio D. Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling. Inf. Process. Manag. 57 (4) (2020)
Felipe Viegas, Sérgio D. Canuto, Christian Gomes, Washington Luiz, Thierson Rosa, Sabir Ribas, Leonardo Rocha, Marcos André Gonçalves
CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling. WSDM (2019)