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Books and Theses
- 2007
[b1]Thierson Couto Rosa:
Uso de apontadores na classificação de documentos em coleções digitais. Federal University of Minas Gerais, Brazil, 2007
Journal Articles
- 2023
- [j18]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): 265:1-265:52 (2023) - 2022
- [j17]Leonardo P. de Morais, Roger Immich, Nádia Félix F. da Silva, Thierson Couto Rosa, Vinicius da Cunha Martins Borges:
Characterization of the Mobile User Profile Based on Sentiments and Network Usage Attributes. J. Internet Serv. Appl. 13(1): 82-97 (2022) - 2021
- [j16]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): 102481 (2021) - [j15]Airton Bordin Junior, Nádia Félix F. da Silva, Thierson Couto Rosa, Celso G. Camilo-Junior:
Sentiment analysis with genetic programming. Inf. Sci. 562: 116-135 (2021) - [j14]Alison Pereira Ribeiro, Nádia Félix Felipe da Silva, Fernanda Neiva Mesquita, Priscila de Cássia Souza Araújo, Thierson Couto Rosa, José Neiva Mesquita-Neto:
Machine learning approach for automatic recognition of tomato-pollinating bees based on their buzzing-sounds. PLoS Comput. Biol. 17(9) (2021) - 2020
- [j13]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): 387-412 (2020) - [j12]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): 102263 (2020) - [j11]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: 101606 (2020) - 2019
- [j10]Mateus Ferreira e Freitas, Daniel Xavier de Sousa, Wellington S. Martins, Thierson Couto Rosa, Rodrigo M. Silva, Marcos André Gonçalves:
Parallel rule-based selective sampling and on-demand learning to rank. Concurr. Comput. Pract. Exp. 31(18) (2019) - [j9]Daniel Xavier de Sousa, Sérgio D. Canuto, Marcos André Gonçalves, Thierson Couto Rosa, Wellington Santos Martins:
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection. ACM Trans. Inf. Syst. 37(2): 24:1-24:34 (2019) - 2018
- [j8]Ramon Gouveia Rodrigues, Celso G. Camilo-Junior, Thierson Couto:
A taxonomy for sentiment analysis field. Int. J. Web Inf. Syst. 14(2): 193-211 (2018) - [j7]Sérgio D. Canuto, Daniel Xavier de Sousa, Marcos André Gonçalves, Thierson Couto Rosa:
A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification. IEEE Trans. Knowl. Data Eng. 30(12): 2242-2256 (2018) - 2016
- [j6]Edjalma Q. da Silva, Celso G. Camilo-Junior, Luiz Mario L. Pascoal, Thierson Couto Rosa:
An evolutionary approach for combining results of recommender systems techniques based on collaborative filtering. Expert Syst. Appl. 53: 204-218 (2016) - [j5]Ramon Gouveia Rodrigues, Rafael Marques das Dores, Celso G. Camilo-Junior, Thierson Couto Rosa:
SentiHealth-Cancer: A sentiment analysis tool to help detecting mood of patients in online social networks. Int. J. Medical Informatics 85(1): 80-95 (2016) - 2013
- [j4]Wellington Santos Martins, Welton Couto Carmo, Humberto J. Longo, Thierson Couto Rosa, Thiago Fernando Rangel:
SUNPLIN: Simulation with Uncertainty for Phylogenetic Investigations. BMC Bioinform. 14: 324 (2013) - 2011
- [j3]Fábio Figueiredo, Leonardo Rocha, Thierson Couto, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.:
Word co-occurrence features for text classification. Inf. Syst. 36(5): 843-858 (2011) - 2010
- [j2]Thierson Couto, Nivio Ziviani, Pável Calado, Marco Cristo, Marcos André Gonçalves, Edleno Silva de Moura, Wladmir C. Brandão:
Classifying documents with link-based bibliometric measures. Inf. Retr. 13(4): 315-345 (2010) - [j1]Klessius Berlt, Edleno Silva de Moura, André Luiz da Costa Carvalho, Marco Cristo, Nivio Ziviani, Thierson Couto:
Modeling the web as a hypergraph to compute page reputation. Inf. Syst. 35(5): 530-543 (2010)
Conference and Workshop Papers
- 2022
- [c17]Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Thierson Couto Rosa, Marcos André Gonçalves:
Risk-Sensitive Deep Neural Learning to Rank. SIGIR 2022: 803-813 - 2020
- [c16]Luiz Mario Lustosa Pascoal, Hugo Alexandre Dantas do Nascimento, Thierson Couto Rosa, Edjalma Queiroz da Silva, Everton Lima Aleixo:
Using String-Comparison Measures to Improve and Evaluate Collaborative Filtering Recommender Systems. BIAS 2020: 181-194 - [c15]Luiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins:
"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. CIKM 2020: 1125-1134 - 2019
- [c14]Sérgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos André Gonçalves:
Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification. SIGIR 2019: 355-364 - [c13]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: 753-761 - 2018
- [c12]Luiz Mario Lustosa Pascoal, Hugo Alexandre Dantas do Nascimento, Celso G. Camilo-Junior, Edjalma Queiroz da Silva, Everton Lima Aleixo, Thierson Couto Rosa:
Using Social Information to Compose a Similarity Function Based on Friends Attendance at Events. CEC 2018: 1-8 - 2016
- [c11]Daniel Xavier de Sousa, Sérgio Daniel Canuto, Thierson Couto Rosa, Wellington Santos Martins, Marcos André Gonçalves:
Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank. CIKM 2016: 257-266 - 2015
- [c10]Sérgio D. Canuto, Marcos André Gonçalves, Wisllay M. V. dos Santos, Thierson Couto Rosa, Wellington Martins:
An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing. SIGIR 2015: 333-342 - 2014
- [c9]Edjalma Q. da Silva, Celso G. Camilo-Junior, Luiz Mario L. Pascoal, Thierson Couto Rosa:
An evolutionary approach for combining results of recommender systems techniques based on Collaborative Filtering. IEEE Congress on Evolutionary Computation 2014: 959-966 - [c8]Luiz Mario L. Pascoal, Celso G. Camilo, Edjalma Q. da Silva, Thierson Couto Rosa:
A social-evolutionary approach to compose a similarity function used on event recommendation. IEEE Congress on Evolutionary Computation 2014: 1512-1519 - [c7]Sérgio D. Canuto, Thiago Salles, Marcos André Gonçalves, Leonardo Rocha, Gabriel Spada Ramos, Luiz Gonçalves, Thierson Couto Rosa, Wellington Santos Martins:
On Efficient Meta-Level Features for Effective Text Classification. CIKM 2014: 1709-1718 - [c6]Marcello Henrique Dias de Moura, Hugo Alexandre Dantas do Nascimento, Thierson Couto Rosa:
Extracting New Metrics from Version Control System for the Comparison of Software Developers. SBES 2014: 41-50 - 2013
- [c5]Sérgio D. Canuto, Guilherme Dal Bianco, Marcos André Gonçalves, Jussara M. Almeida, Thierson Couto:
UDRB: Uma Nova Heurística Eficaz para Deduplicação de Referências Bibliográficas. SBBD (Short Papers) 2013: 9:1-9:6 - 2012
- [c4]Daniel Xavier de Sousa, Thierson Couto Rosa, Wellington Santos Martins, Rodrigo M. Silva, Marcos André Gonçalves:
Improving On-Demand Learning to Rank through Parallelism. WISE 2012: 526-537 - 2008
- [c3]Fernando Mourão, Leonardo Rocha, Renata Braga Araújo, Thierson Couto, Marcos André Gonçalves, Wagner Meira Jr.:
Understanding temporal aspects in document classification. WSDM 2008: 159-170 - 2007
- [c2]Klessius Berlt, Edleno Silva de Moura, André Luiz da Costa Carvalho, Marco Cristo, Nivio Ziviani, Thierson Couto:
A Hypergraph Model for Computing Page Reputation on Web Collections. SBBD 2007: 35-49 - 2006
- [c1]Thierson Couto, Marco Cristo, Marcos André Gonçalves, Pável Calado, Nivio Ziviani, Edleno Silva de Moura, Berthier A. Ribeiro-Neto:
A comparative study of citations and links in document classification. JCDL 2006: 75-84
Coauthor Index
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