Uso de apontadores na classificação de documentos em coleções digitais

Thierson Couto Rosa
Universidade Federal de Minas Gerais

2007
Seleção customizada de classificadores e oportunidades para paralelismo

Wellington S. Martins , Thierson Couto Rosa , Paulo Henrique Da Silva
Anais da III Escola Regional de Alto Desempenho do Centro-Oest (ERAD-CO 2020)

2020
Sentiment analysis with genetic programming

Nádia Félix F. da Silva , Thierson Couto Rosa , Celso G.C. Junior , Airton Bordin Junior
Information Sciences 562 116 -135

6
2021
Improving on-demand learning to rank through parallelism

Daniel Xavier De Sousa , Thierson Couto Rosa , Wellington Santos Martins , Rodrigo Silva
web information systems engineering 526 -537

5
2012
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection

Daniel Xavier Sousa , Sérgio Canuto , Marcos André Gonçalves , Thierson Couto Rosa
ACM Transactions on Information Systems 37 ( 2) 24

2
2019
A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification

Sergio Canuto , Daniel Xavier Sousa , Marcos Andre Goncalves , Thierson Couto Rosa
IEEE Transactions on Knowledge and Data Engineering 30 ( 12) 2242 -2256

11
2018
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
brazilian symposium on software engineering 41 -50

1
2014
Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank

Daniel Xavier De Sousa , Sérgio Daniel Canuto , Thierson Couto Rosa , Wellington Santos Martins
conference on information and knowledge management 257 -266

5
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 , Edialma Queiroz Da Silva
congress on evolutionary computation 1 -8

2018
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
International Journal of Medical Informatics 85 ( 1) 80 -95

49
2016
Risk-Sensitive Deep Neural Learning to Rank

Pedro Henrique Silva Rodrigues , Daniel Xavier Sousa , Thierson Couto Rosa , Marcos André Gonçalves
Smpte Journal 803 -813

2022
Machine learning approach for automatic recognition of tomato-pollinating bees based on their buzzing-sounds

Alison Pereira Ribeiro , Nádia Felix Felipe da Silva , Fernanda Neiva Mesquita , Priscila de Cássia Souza Araújo
PLoS computational biology 17 ( 9) e1009426 -e1009426

16
2021
Automatic acoustic recognition of pollinating bee species can be highly improved by Deep Learning models accompanied by pre-training and strong data augmentation

Alef Iury Siqueira Ferreira , Nádia Felix Felipe Da Silva , Fernanda Neiva Mesquita , Thierson Couto Rosa
Frontiers in Plant Science 14 1081050 -1081050

6
2023
Characterization of the Mobile User Profile Based on Sentiments and Network Usage Attributes

Leonardo P de Morais , Roger Immich , Nádia Félix Silva , Thierson Couto Rosa
Journal of Internet Services and Applications 13 ( 1) 82 -97

2022
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
Bias and Social Aspects in Search and Recommendation: First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, Proceedings 1 181 -194

2020
Agrupamento de documentos e o problema da grande dimensionalidade

Thierson Couto Rosa , Fernando Almir Nascimento Jr

"Keep it Simple, Lazy" -- MetaLazy: A New MetaStrategy for Lazy Text Classification

Luiz Felipe Mendes , Marcos Gonçalves , Washington Cunha , Leonardo Rocha
conference on information and knowledge management 1125 -1134

1
2020
SUNPLIN: simulation with uncertainty for phylogenetic investigations.

Wellington S Martins , Welton C Carmo , Humberto J Longo , Thierson C Rosa
BMC Bioinformatics 14 ( 1) 324 -324

13
2013
Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification

Sergio Canuto , Thiago Salles , Thierson C Rosa , Marcos A Gonçalves
international acm sigir conference on research and development in information retrieval 355 -364

5
2019
Parallel rule‐based selective sampling and on‐demand learning to rank

Mateus F e Freitas , Daniel X Sousa , Wellington S Martins , Thierson C Rosa
Concurrency and Computation: Practice and Experience 31 ( 18)

1
2019