A comparative study of citations and links in document classification. - Thierson Couto; Marco Cristo; Marcos André Gonçalves; Pável Calado; Nivio Ziviani; Edleno Silva de Moura; Berthier A. Ribeiro-Neto (JCDL, 2006)

A Hypergraph Model for Computing Page Reputation on Web Collections. - Klessius Berlt; Edleno Silva de Moura; André Luiz da Costa Carvalho; Marco Cristo; Nivio Ziviani; Thierson Couto (SBBD, 2007)

Uso de apontadores na classificação de documentos em coleções digitais. - Thierson Couto Rosa (2007)

Understanding temporal aspects in document classification. - Fernando Mourão; Leonardo Rocha 001; Renata Braga Araújo; Thierson Couto; Marcos André Gonçalves; Wagner Meira Jr. (WSDM, 2008)

Classifying documents with link-based bibliometric measures. - Thierson Couto; Nivio Ziviani; Pável Calado; Marco Cristo; Marcos André Gonçalves; Edleno Silva de Moura; Wladmir C. Brandão (Inf. Retr., 2010)

Modeling the web as a hypergraph to compute page reputation. - Klessius Berlt; Edleno Silva de Moura; André Luiz da Costa Carvalho; Marco Cristo; Nivio Ziviani; Thierson Couto (Inf. Syst., 2010)

Word co-occurrence features for text classification. - Fábio Figueiredo; Leonardo Rocha 001; Thierson Couto; Thiago Salles; Marcos André Gonçalves; Wagner Meira Jr. (Inf. Syst., 2011)

Improving On-Demand Learning to Rank through Parallelism. - Daniel Xavier de Sousa; Thierson Couto Rosa; Wellington Santos Martins; Rodrigo M. Silva; Marcos André Gonçalves (WISE, 2012)

UDRB: Uma Nova Heurística Eficaz para Deduplicação de Referências Bibliográficas. - Sérgio D. Canuto; Guilherme Dal Bianco; Marcos André Gonçalves; Jussara M. Almeida; Thierson Couto (SBBD (Short Papers), 2013)

SUNPLIN: Simulation with Uncertainty for Phylogenetic Investigations. - Wellington Santos Martins; Welton Couto Carmo; Humberto J. Longo; Thierson Couto Rosa; Thiago Fernando Rangel (BMC Bioinform., 2013)

A social-evolutionary approach to compose a similarity function used on event recommendation. - Luiz Mario L. Pascoal; Celso G. Camilo-Junior; Edjalma Q. da Silva; Thierson Couto Rosa (IEEE Congress on Evolutionary Computation, 2014)

On Efficient Meta-Level Features for Effective Text Classification. - Sérgio D. Canuto; Thiago Salles; Marcos André Gonçalves; Leonardo Rocha 001; Gabriel Spada Ramos; Luiz Gonçalves 001; Thierson Couto Rosa; Wellington Santos Martins (CIKM, 2014)

Extracting New Metrics from Version Control System for the Comparison of Software Developers. - Marcello Henrique Dias de Moura; Hugo Alexandre Dantas do Nascimento; Thierson Couto Rosa (SBES, 2014)

An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing. - Sérgio D. Canuto; Marcos André Gonçalves; Wisllay M. V. dos Santos; Thierson Couto Rosa; Wellington Martins (SIGIR, 2015)

Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank. - Daniel Xavier de Sousa; Sérgio Daniel Canuto; Thierson Couto Rosa; Wellington Santos Martins; Marcos André Gonçalves (CIKM, 2016)

An evolutionary approach for combining results of recommender systems techniques based on collaborative filtering. - Edjalma Q. da Silva; Celso G. Camilo-Junior; Luiz Mario L. Pascoal; Thierson Couto Rosa (Expert Syst. Appl., 2016)

SentiHealth-Cancer: A sentiment analysis tool to help detecting mood of patients in online social networks. - Ramon Gouveia Rodrigues; Rafael Marques das Dores; Celso G. Camilo-Junior; Thierson Couto Rosa (Int. J. Medical Informatics, 2016)

Using Social Information to Compose a Similarity Function Based on Friends Attendance at Events. - Luiz Mario Lustosa Pascoal; Hugo Alexandre Dantas do Nascimento; Celso G. Camilo-Junior; Edjalma Queiroz da Silva; Everton Lima Aleixo; Thierson Couto Rosa (CEC, 2018)

A taxonomy for sentiment analysis field. - Ramon Gouveia Rodrigues; Celso G. Camilo-Junior; Thierson Couto (Int. J. Web Inf. Syst., 2018)

A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification. - Sérgio D. Canuto; Daniel Xavier de Sousa; Marcos André Gonçalves; Thierson Couto Rosa (IEEE Trans. Knowl. Data Eng., 2018)

Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification. - Sérgio D. Canuto; Thiago Salles; Thierson Couto Rosa; Marcos André Gonçalves (SIGIR, 2019)

CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling. - Felipe Viegas; Sérgio D. Canuto; Christian Gomes; Washington Luiz; Thierson Rosa; Sabir Ribas; Leonardo Rocha 001; Marcos André Gonçalves (WSDM, 2019)

Parallel rule-based selective sampling and on-demand learning to rank. - Mateus Ferreira e Freitas; Daniel Xavier de Sousa; Wellington S. Martins; Thierson Couto Rosa; Rodrigo M. Silva; Marcos André Gonçalves (Concurr. Comput. Pract. Exp., 2019)

Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection. - Daniel Xavier de Sousa; Sérgio D. Canuto; Marcos André Gonçalves; Thierson Couto Rosa; Wellington Santos Martins (ACM Trans. Inf. Syst., 2019)

Using String-Comparison Measures to Improve and Evaluate Collaborative Filtering Recommender Systems. - Luiz Mario Lustosa Pascoal; Hugo Alexandre Dantas do Nascimento; Thierson Couto Rosa; Edjalma Queiroz da Silva; Everton Lima Aleixo (BIAS, 2020)

"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. - Luiz Felipe Mendes; Marcos André Gonçalves; Washington Cunha; Leonardo Rocha 001; Thierson Couto Rosa; Wellington Martins (CIKM, 2020)

Success prediction of crowdfunding campaigns: a two-phase modeling. - Lafaiet Silva; Nádia Félix F. da Silva; Thierson Rosa (Int. J. Web Inf. Syst., 2020)

Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling. - Washington Cunha; Sérgio D. Canuto; Felipe Viegas; Thiago Salles; Christian Gomes; Vítor Mangaravite; Elaine Resende; Thierson Rosa; Marcos André Gonçalves; Leonardo Rocha 001 (Inf. Process. Manag., 2020)

Exploiting semantic relationships for unsupervised expansion of sentiment lexicons. - Felipe Viegas; Mário S. Alvim; Sérgio D. Canuto; Thierson Rosa; Marcos André Gonçalves; Leonardo Rocha 001 (Inf. Syst., 2020)

On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study. - 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 001; et al. (Inf. Process. Manag., 2021)

Sentiment analysis with genetic programming. - Airton Bordin Junior; Nádia Félix F. da Silva; Thierson Couto Rosa; Celso G. Camilo-Junior (Inf. Sci., 2021)

Machine learning approach for automatic recognition of tomato-pollinating bees based on their buzzing-sounds. - Alison Pereira Ribeiro; Nádia Félix Felipe da Silva; Fernanda Neiva Mesquita; Priscila de Cássia Souza Araújo; Thierson Couto Rosa; José Neiva Mesquita-Neto (PLoS Comput. Biol., 2021)

Risk-Sensitive Deep Neural Learning to Rank. - Pedro Henrique Silva Rodrigues; Daniel Xavier de Sousa; Thierson Couto Rosa; Marcos André Gonçalves (SIGIR, 2022)

Characterization of the Mobile User Profile Based on Sentiments and Network Usage Attributes. - Leonardo P. de Morais; Roger Immich; Nádia Félix F. da Silva; Thierson Couto Rosa; Vinicius da Cunha Martins Borges (J. Internet Serv. Appl., 2022)

A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification. - Washington Cunha; Felipe Viegas; Celso França; Thierson Rosa; Leonardo Rocha 001; Marcos André Gonçalves (ACM Comput. Surv., 2023)

Transformer Models improve the acoustic recognition of buzz-pollinating bee species. - Alef Iury Siqueira Ferreira; Nádia Félix F. da Silva; Fernanda Neiva Mesquita; Thierson Couto Rosa; Stephen L. Buchmann; José Neiva Mesquita-Neto (Ecol. Informatics, 2025)

Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems. - Pedro Henrique Silva Rodrigues; Daniel Xavier de Sousa; Celso França; Gestefane Rabbi; Thierson Couto Rosa; Marcos André Gonçalves (Inf. Process. Manag., 2025)