Thiago Salles

According to our database, Thiago Salles authored at least 29 papers between 2009 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

A bias-variance analysis of state-of-the-art random forest text classifiers.

Thiago Salles, Leonardo Rocha, Marcos André Gonçalves

Adv. Data Anal. Classif., 2021

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

Inf. Process. Manag., 2020

2019

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

Sérgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos André Gonçalves

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018

NetClass: A network-based relational model for document classification.

Fernando Mourão, Leonardo Rocha, Felipe Viegas, Thiago Salles, Marcos André Gonçalves, Srinivasan Parthasarathy, Wagner Meira Jr.

Inf. Sci., 2018

Improving random forests by neighborhood projection for effective text classification.

Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha

Inf. Syst., 2018

Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification.

Felipe Viegas, Leonardo Rocha, Elaine Resende, Thiago Salles, Wellington Martins, Mateus Ferreira e Freitas, Marcos André Gonçalves

Neurocomputing, 2018

A Genetic Programming approach for feature selection in highly dimensional skewed data.

Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin

Neurocomputing, 2018

A Feature-Oriented Sentiment Rating for Mobile App Reviews.

Washington Luiz, Felipe Viegas, Rafael Odon de Alencar, Fernando Mourão, Thiago Salles, Dárlinton B. F. Carvalho, Marcos André Gonçalves, Leonardo Rocha

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Semantically-Enhanced Topic Modeling.

Felipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Sérgio D. Canuto, Fernando Mourão, Thiago Salles, Leonardo Rocha, Marcos André Gonçalves

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

A Two-Stage Machine learning approach for temporally-robust text classification.

Thiago Salles, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves, Felipe Viegas, Wagner Meira Jr.

Inf. Syst., 2017

Stacking Bagged and Boosted Forests for Effective Automated Classification.

Raphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

2016

A quantitative analysis of the temporal effects on automatic text classification.

Thiago Salles, Leonardo Rocha, Marcos André Gonçalves, Jussara M. Almeida, Fernando Mourão, Wagner Meira Jr., Felipe Viegas

J. Assoc. Inf. Sci. Technol., 2016

Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests.

Clebson C. A. de Sá, Marcos André Gonçalves, Daniel Xavier de Sousa, Thiago Salles

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015

BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification.

Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

A genealogy of the work of collector: The document and its image.

Myriam Bahia Lopes, Marcos André Gonçalves, Thiago Salles

Proceedings of the 2nd Digital Heritage International Congress, 2015

2014

On Efficient Meta-Level Features for Effective Text Classification.

Sérgio D. Canuto, Thiago Salles, Marcos André Gonçalves, Leonardo Rocha, Gabriel Spada Ramos, Luiz Gonçalves, Thierson Couto Rosa, Wellington Santos Martins

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Temporal contexts: Effective text classification in evolving document collections.

Leonardo Rocha, Fernando Mourão, Hilton de Oliveira Mota, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.

Inf. Syst., 2013

2012

Time-Aware Ranking in Sport Social Networks.

Péterson Sampaio Procópio Júnior, Marcos André Gonçalves, Alberto H. F. Laender, Thiago Salles, Daniel R. Figueiredo

J. Inf. Data Manag., 2012

UNICAMP-UFMG at MediaEval 2012: Genre Tagging Task.

Jurandy Almeida, Thiago Salles, Eder Ferreira Martins, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Marcos André Gonçalves, Jussara M. Almeida

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Aggressive and effective feature selection using genetic programming.

Isac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo Rocha, Thiago Salles, Marcos André Gonçalves

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Tackling Temporal Effects in Automatic Document Classification.

Thiago Salles, Thiago N. C. Cardoso, Vitor Campos de Oliveira, Leonardo Rocha, Marcos André Gonçalves

J. Inf. Data Manag., 2011

Word co-occurrence features for text classification.

Fábio Figueiredo, Leonardo Rocha, Thierson Couto, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.

Inf. Syst., 2011

Building a research social network from an individual perspective.

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

Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Assessing documents' credibility with genetic programming.

João Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos André Gonçalves, Wagner Meira Jr.

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Automatic Document Classification Temporally Robust.

Thiago Salles, Leonardo Rocha, Fernando Mourão, Gisele L. Pappa, Lucas Cunha, Marcos André Gonçalves, Wagner Meira Jr.

J. Inf. Data Manag., 2010

Estimating the Credibility of Examples in Automatic Document Classification.

João R. M. Palotti, Thiago Salles, Gisele L. Pappa, Filipe de Lima Arcanjo, Marcos André Gonçalves, Wagner Meira Jr.

J. Inf. Data Manag., 2010

Temporally-aware algorithms for document classification.

Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Wagner Meira Jr., Marcos André Gonçalves

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

2009

Classificação Automática de Documentos Robusta Temporalmente.

Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Marcos André Gonçalves, Wagner Meira Jr.

Proceedings of the XXIV Simpósio Brasileiro de Banco de Dados, 2009

Exploiting contexts to deal with uncertainty in classification.

Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha, Thiago Salles

Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data, 2009