Thiago Salles - RankMe

31 papers A* 7A 2B 2Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline. SIGIR Celso França, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025	J	`jnl`	Ranking-based Fusion Algorithms for Extreme Multi-label Text Classification (XMTC). CoRR Celso França, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2021	J	`jnl`	A bias-variance analysis of state-of-the-art random forest text classifiers. Adv. Data Anal. Classif. Thiago Salles, Leonardo Rocha, Marcos André Gonçalves
2020	J	`jnl`	Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling. Inf. Process. Manag. Washington Cunha, Sérgio D. Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha
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	A*	`conf`	A Feature-Oriented Sentiment Rating for Mobile App Reviews. WWW Washington Luiz, Felipe Viegas, Rafael Odon de Alencar, Fernando Mourão, Thiago Salles, Dárlinton B. F. Carvalho, Marcos André Gonçalves, Leonardo Rocha
2018	J	`jnl`	A Genetic Programming approach for feature selection in highly dimensional skewed data. Neurocomputing Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin
2018	J	`jnl`	Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification. Neurocomputing Felipe Viegas, Leonardo Rocha, Elaine Resende, Thiago Salles, Wellington Martins, Mateus Ferreira e Freitas, Marcos André Gonçalves
2018	J	`jnl`	Improving random forests by neighborhood projection for effective text classification. Inf. Syst. Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha
2018	J	`jnl`	NetClass: A network-based relational model for document classification. Inf. Sci. Fernando Mourão, Leonardo Rocha, Felipe Viegas, Thiago Salles, Marcos André Gonçalves, Srinivasan Parthasarathy, Wagner Meira Jr.
2018	A	`conf`	Semantically-Enhanced Topic Modeling. CIKM Felipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Sérgio D. Canuto, Fernando Mourão, Thiago Salles, Leonardo Rocha, Marcos André Gonçalves
2017	J	`jnl`	A Two-Stage Machine learning approach for temporally-robust text classification. Inf. Syst. Thiago Salles, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves, Felipe Viegas, Wagner Meira Jr.
2017	A*	`conf`	Stacking Bagged and Boosted Forests for Effective Automated Classification. SIGIR Raphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves
2016	J	`jnl`	A quantitative analysis of the temporal effects on automatic text classification. J. Assoc. Inf. Sci. Technol. Thiago Salles, Leonardo Rocha, Marcos André Gonçalves, Jussara M. Almeida, Fernando Mourão, Wagner Meira Jr., Felipe Viegas
2016	A*	`conf`	Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests. SIGIR Clebson C. A. de Sá, Marcos André Gonçalves, Daniel Xavier de Sousa, Thiago Salles
2015	—	`conf`	A genealogy of the work of collector: The document and its image. Digital Heritage Myriam Bahia Lopes, Marcos André Gonçalves, Thiago Salles
2015	A*	`conf`	BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification. SIGIR Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha
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`	Temporal contexts: Effective text classification in evolving document collections. Inf. Syst. Leonardo Rocha, Fernando Mourão, Hilton de Oliveira Mota, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.
2012	B	`conf`	Aggressive and effective feature selection using genetic programming. IEEE Congress on Evolutionary Computation Isac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo Rocha, Thiago Salles, Marcos André Gonçalves
2012	J	`jnl`	Time-Aware Ranking in Sport Social Networks. J. Inf. Data Manag. Péterson Sampaio Procópio Júnior, Marcos André Gonçalves, Alberto H. F. Laender, Thiago Salles, Daniel R. Figueiredo
2012	—	`conf`	UNICAMP-UFMG at MediaEval 2012: Genre Tagging Task. MediaEval Jurandy Almeida, Thiago Salles, Eder Ferreira Martins, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Marcos André Gonçalves, Jussara M. Almeida
2011	B	`conf`	Assessing documents' credibility with genetic programming. IEEE Congress on Evolutionary Computation João Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos André Gonçalves, Wagner Meira Jr.
2011	—	`conf`	Building a research social network from an individual perspective. JCDL 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
2011	J	`jnl`	Tackling Temporal Effects in Automatic Document Classification. J. Inf. Data Manag. Thiago Salles, Thiago N. C. Cardoso, Vitor Campos de Oliveira, Leonardo Rocha, Marcos André Gonçalves
2011	J	`jnl`	Word co-occurrence features for text classification. Inf. Syst. Fábio Figueiredo, Leonardo Rocha, Thierson Couto, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.
2010	J	`jnl`	Automatic Document Classification Temporally Robust. J. Inf. Data Manag. Thiago Salles, Leonardo Rocha, Fernando Mourão, Gisele L. Pappa, Lucas Cunha, Marcos André Gonçalves, Wagner Meira Jr.
2010	J	`jnl`	Estimating the Credibility of Examples in Automatic Document Classification. J. Inf. Data Manag. João R. M. Palotti, Thiago Salles, Gisele L. Pappa, Filipe de Lima Arcanjo, Marcos André Gonçalves, Wagner Meira Jr.
2010	A*	`conf`	Temporally-aware algorithms for document classification. SIGIR Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Wagner Meira Jr., Marcos André Gonçalves
2009	—	`conf`	Classificação Automática de Documentos Robusta Temporalmente. SBBD Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Marcos André Gonçalves, Wagner Meira Jr.
2009	—	`conf`	Exploiting contexts to deal with uncertainty in classification. KDD Workshop on Knowledge Discovery from Uncertain Data Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha, Thiago Salles