Thierson Couto Rosa

25 papers A* 3A 3B 4Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Machine learning for predicting bee honey production and quality: A systematic review.
Comput. Electron. Agric.
Roberto Ahumada-García, David Zabala-Blanco, Víctor Hugo Monzón, Nádia Félix Felipe da Silva, Thierson Couto Rosa, Alef Iury Siqueira Ferreira, Xaviera A. López-Cortés, Marco Flores-Calero, Philip Vasquez-Iglesias
2025 J jnl
Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems.
Inf. Process. Manag.
Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Celso França, Gestefane Rabbi, Thierson Couto Rosa, Marcos André Gonçalves
2025 J jnl
Transformer Models improve the acoustic recognition of buzz-pollinating bee species.
Ecol. Informatics
Alef Iury Siqueira Ferreira, Nádia Félix F. da Silva, Fernanda Neiva Mesquita, Thierson Couto Rosa, Stephen L. Buchmann, José Neiva Mesquita-Neto
2022 J jnl
Characterization of the Mobile User Profile Based on Sentiments and Network Usage Attributes.
J. Internet Serv. Appl.
Leonardo P. de Morais, Roger Immich, Nádia Félix F. da Silva, Thierson Couto Rosa, Vinicius da Cunha Martins Borges
2022 A* conf
Risk-Sensitive Deep Neural Learning to Rank.
SIGIR
Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Thierson Couto Rosa, Marcos André Gonçalves
2021 J jnl
Machine learning approach for automatic recognition of tomato-pollinating bees based on their buzzing-sounds.
PLoS Comput. Biol.
Alison Pereira Ribeiro, Nádia Félix Felipe da Silva, Fernanda Neiva Mesquita, Priscila de Cássia Souza Araújo, Thierson Couto Rosa, José Neiva Mesquita-Neto
2021 J jnl
Sentiment analysis with genetic programming.
Inf. Sci.
Airton Bordin Junior, Nádia Félix F. da Silva, Thierson Couto Rosa, Celso G. Camilo-Junior
2020 A conf
"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification.
CIKM
Luiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins
2020 — conf
Using String-Comparison Measures to Improve and Evaluate Collaborative Filtering Recommender Systems.
BIAS
Luiz Mario Lustosa Pascoal, Hugo Alexandre Dantas do Nascimento, Thierson Couto Rosa, Edjalma Queiroz da Silva, Everton Lima Aleixo
2019 J jnl
Parallel rule-based selective sampling and on-demand learning to rank.
Concurr. Comput. Pract. Exp.
Mateus Ferreira e Freitas, Daniel Xavier de Sousa, Wellington S. Martins, Thierson Couto Rosa, Rodrigo M. Silva, Marcos André Gonçalves
2019 J jnl
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection.
ACM Trans. Inf. Syst.
Daniel Xavier de Sousa, Sérgio D. Canuto, Marcos André Gonçalves, Thierson Couto Rosa, Wellington Santos Martins
2019 A* conf
Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification.
SIGIR
Sérgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos André Gonçalves
2018 J jnl
A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification.
IEEE Trans. Knowl. Data Eng.
Sérgio D. Canuto, Daniel Xavier de Sousa, Marcos André Gonçalves, Thierson Couto Rosa
2018 B conf
Using Social Information to Compose a Similarity Function Based on Friends Attendance at Events.
CEC
Luiz Mario Lustosa Pascoal, Hugo Alexandre Dantas do Nascimento, Celso G. Camilo-Junior, Edjalma Queiroz da Silva, Everton Lima Aleixo, Thierson Couto Rosa
2016 J jnl
An evolutionary approach for combining results of recommender systems techniques based on collaborative filtering.
Expert Syst. Appl.
Edjalma Q. da Silva, Celso G. Camilo-Junior, Luiz Mario L. Pascoal, Thierson Couto Rosa
2016 A conf
Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank.
CIKM
Daniel Xavier de Sousa, Sérgio Daniel Canuto, Thierson Couto Rosa, Wellington Santos Martins, Marcos André Gonçalves
2016 J jnl
SentiHealth-Cancer: A sentiment analysis tool to help detecting mood of patients in online social networks.
Int. J. Medical Informatics
Ramon Gouveia Rodrigues, Rafael Marques das Dores, Celso G. Camilo-Junior, Thierson Couto Rosa
2015 A* conf
An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing.
SIGIR
Sérgio D. Canuto, Marcos André Gonçalves, Wisllay M. V. dos Santos, Thierson Couto Rosa, Wellington Martins
2014 B conf
A social-evolutionary approach to compose a similarity function used on event recommendation.
IEEE Congress on Evolutionary Computation
Luiz Mario L. Pascoal, Celso G. Camilo-Junior, Edjalma Q. da Silva, Thierson Couto Rosa
2014 B conf
An evolutionary approach for combining results of recommender systems techniques based on Collaborative Filtering.
IEEE Congress on Evolutionary Computation
Edjalma Q. da Silva, Celso G. Camilo-Junior, Luiz Mario L. Pascoal, Thierson Couto Rosa
2014 — conf
Extracting New Metrics from Version Control System for the Comparison of Software Developers.
SBES
Marcello Henrique Dias de Moura, Hugo Alexandre Dantas do Nascimento, Thierson Couto Rosa
2014 A conf
On Efficient Meta-Level Features for Effective Text Classification.
CIKM
Sérgio D. Canuto, Thiago Salles, Marcos André Gonçalves, Leonardo Rocha, Gabriel Spada Ramos, Luiz Gonçalves, Thierson Couto Rosa, Wellington Santos Martins
2013 J jnl
SUNPLIN: Simulation with Uncertainty for Phylogenetic Investigations.
BMC Bioinform.
Wellington Santos Martins, Welton Couto Carmo, Humberto J. Longo, Thierson Couto Rosa, Thiago Fernando Rangel
2012 B conf
Improving On-Demand Learning to Rank through Parallelism.
WISE
Daniel Xavier de Sousa, Thierson Couto Rosa, Wellington Santos Martins, Rodrigo M. Silva, Marcos André Gonçalves
2007 — —
Uso de apontadores na classificação de documentos em coleções digitais.
Thierson Couto Rosa