Thiago Salles

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 13

Top Topics

Processing Pipeline

Genetic Programming

Text Classification

Top Venues

Publications

Thiago Salles, Leonardo Rocha, Marcos André Gonçalves
A bias-variance analysis of state-of-the-art random forest text classifiers. Adv. Data Anal. Classif. 15 (2) (2021)
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)
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)
Felipe Viegas, Leonardo Rocha, Elaine Resende, Thiago Salles, Wellington Martins, Mateus Ferreira e Freitas, Marcos André Gonçalves
Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification. Neurocomputing 307 (2018)
Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha
Improving random forests by neighborhood projection for effective text classification. Inf. Syst. 77 (2018)
Felipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Sérgio D. Canuto, Fernando Mourão, Thiago Salles, Leonardo Rocha, Marcos André Gonçalves
Semantically-Enhanced Topic Modeling. CIKM (2018)
Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin
A Genetic Programming approach for feature selection in highly dimensional skewed data. Neurocomputing 273 (2018)
Fernando Mourão, Leonardo Rocha, Felipe Viegas, Thiago Salles, Marcos André Gonçalves, Srinivasan Parthasarathy, Wagner Meira Jr.
NetClass: A network-based relational model for document classification. Inf. Sci. 469 (2018)
Washington Luiz, Felipe Viegas, Rafael Odon de Alencar, Fernando Mourão, Thiago Salles, Dárlinton B. F. Carvalho, Marcos André Gonçalves, Leonardo Rocha
A Feature-Oriented Sentiment Rating for Mobile App Reviews. WWW (2018)
Raphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves
Stacking Bagged and Boosted Forests for Effective Automated Classification. SIGIR (2017)
Thiago Salles, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves, Felipe Viegas, Wagner Meira Jr.
A Two-Stage Machine learning approach for temporally-robust text classification. Inf. Syst. 69 (2017)
Thiago Salles, Leonardo Rocha, Marcos André Gonçalves, Jussara M. Almeida, Fernando Mourão, Wagner Meira Jr., Felipe Viegas
A quantitative analysis of the temporal effects on automatic text classification. J. Assoc. Inf. Sci. Technol. 67 (7) (2016)
Clebson C. A. de Sá, Marcos André Gonçalves, Daniel Xavier de Sousa, Thiago Salles
Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests. SIGIR (2016)
Myriam Bahia Lopes, Marcos André Gonçalves, Thiago Salles
A genealogy of the work of collector: The document and its image. Digital Heritage (2015)
Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha
BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification. SIGIR (2015)
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)
Leonardo Rocha, Fernando Mourão, Hilton de Oliveira Mota, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.
Temporal contexts: Effective text classification in evolving document collections. Inf. Syst. 38 (3) (2013)
Jurandy Almeida, Thiago Salles, Eder Ferreira Martins, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Marcos André Gonçalves, Jussara M. Almeida
UNICAMP-UFMG at MediaEval 2012: Genre Tagging Task. MediaEval (2012)
Péterson Sampaio Procópio Júnior, Marcos André Gonçalves, Alberto H. F. Laender, Thiago Salles, Daniel R. Figueiredo
Time-Aware Ranking in Sport Social Networks. J. Inf. Data Manag. 3 (3) (2012)
Isac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo Rocha, Thiago Salles, Marcos André Gonçalves
Aggressive and effective feature selection using genetic programming. IEEE Congress on Evolutionary Computation (2012)
Alberto H. F. Laender, Mirella M. Moro, Marcos André Gonçalves, Clodoveu A. Davis Jr., Altigran Soares da Silva, Allan J. C. Silva, Carolina A. S. Bigonha, Daniel Hasan Dalip, Eduardo M. Barbosa, Eli Cortez, Peterson S. Procópio Jr., Rafael Odon de Alencar, Thiago N. C. Cardoso, Thiago Salles
Building a research social network from an individual perspective. JCDL (2011)
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) (2011)
Thiago Salles, Thiago N. C. Cardoso, Vitor Campos de Oliveira, Leonardo Rocha, Marcos André Gonçalves
Tackling Temporal Effects in Automatic Document Classification. J. Inf. Data Manag. 2 (3) (2011)
João Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos André Gonçalves, Wagner Meira Jr.
Assessing documents' credibility with genetic programming. IEEE Congress on Evolutionary Computation (2011)
Thiago Salles, Leonardo Rocha, Fernando Mourão, Gisele L. Pappa, Lucas Cunha, Marcos André Gonçalves, Wagner Meira Jr.
Automatic Document Classification Temporally Robust. J. Inf. Data Manag. 1 (2) (2010)
João R. M. Palotti, Thiago Salles, Gisele L. Pappa, Filipe de Lima Arcanjo, Marcos André Gonçalves, Wagner Meira Jr.
Estimating the Credibility of Examples in Automatic Document Classification. J. Inf. Data Manag. 1 (3) (2010)
Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Wagner Meira Jr., Marcos André Gonçalves
Temporally-aware algorithms for document classification. SIGIR (2010)
Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Marcos André Gonçalves, Wagner Meira Jr.
Classificação Automática de Documentos Robusta Temporalmente. SBBD (2009)
Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha, Thiago Salles
Exploiting contexts to deal with uncertainty in classification. KDD Workshop on Knowledge Discovery from Uncertain Data (2009)