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Thiago Salles
Thiago Salles
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Title
Cited by
Cited by
Year
Word co-occurrence features for text classification
F Figueiredo, L Rocha, T Couto, T Salles, MA Gonçalves, W Meira Jr
Information Systems 36 (5), 843-858, 2011
1472011
Partial discharge signal denoising with spatially adaptive wavelet thresholding and support vector machines
H de Oliveira Mota, LCD da Rocha, TC de Moura Salles, FH Vasconcelos
Electric Power Systems Research 81 (2), 644-659, 2011
802011
A genetic programming approach for feature selection in highly dimensional skewed data
F Viegas, L Rocha, M Gonçalves, F Mourão, G Sá, T Salles, G Andrade, ...
Neurocomputing 273, 554-569, 2018
722018
Improving random forests by neighborhood projection for effective text classification
T Salles, M Gonçalves, V Rodrigues, L Rocha
Information Systems 77, 1-21, 2018
452018
A feature-oriented sentiment rating for mobile app reviews
W Luiz, F Viegas, R Alencar, F Mourão, T Salles, D Carvalho, ...
Proceedings of the 2018 World Wide Web Conference, 1909-1918, 2018
452018
Temporally-aware algorithms for document classification
T Salles, L Rocha, GL Pappa, F Mourão, W Meira Jr, M Gonçalves
Proceedings of the 33rd international ACM SIGIR conference on Research and …, 2010
452010
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling
W Cunha, S Canuto, F Viegas, T Salles, C Gomes, V Mangaravite, ...
Information Processing & Management 57 (4), 102263, 2020
282020
Temporal contexts: Effective text classification in evolving document collections
L Rocha, F Mourão, H Mota, T Salles, MA Gonçalves, W Meira Jr
Information Systems 38 (3), 388-409, 2013
262013
Broof: Exploiting out-of-bag errors, boosting and random forests for effective automated classification
T Salles, M Gonçalves, V Rodrigues, L Rocha
Proceedings of the 38th international ACM SIGIR conference on research and …, 2015
252015
Aggressive and effective feature selection using genetic programming
I Sandin, G Andrade, F Viegas, D Madeira, L Rocha, T Salles, ...
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
252012
Stacking bagged and boosted forests for effective automated classification
R Campos, S Canuto, T Salles, CCA de Sá, MA Gonçalves
Proceedings of the 40th international ACM SIGIR conference on research and …, 2017
232017
High rates of submicroscopic aberrations in karyotypically normal acute lymphoblastic leukemia
MAK Othman, JB Melo, IM Carreira, M Rincic, A Glaser, B Grygalewicz, ...
Molecular cytogenetics 8 (1), 1-12, 2015
232015
Molecular characterization of pediatric acute myeloid leukemia: results of a multicentric study in Brazil
FG Andrade, EP Noronha, GD Brisson, FSV Bueno, IS Cezar, ...
Archives of Medical Research 47 (8), 656-667, 2016
222016
Generalized BROOF-L2R: a general framework for learning to rank based on boosting and random forests
CCA de Sá, MA Gonçalves, DX Sousa, T Salles
Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016
192016
On efficient meta-level features for effective text classification
S Canuto, T Salles, MA Gonçalves, L Rocha, G Ramos, L Gonçalves, ...
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
172014
Automatic document classification temporally robust
T Salles, L Rocha, F Mourao, GL Pappa, L Cunha, MA Gonçalves, ...
Journal of Information and Data Management 1 (2), 199-199, 2010
162010
A two-stage machine learning approach for temporally-robust text classification
T Salles, L Rocha, F Mourão, M Gonçalves, F Viegas, W Meira Jr
Information Systems 69, 40-58, 2017
152017
Semantically-enhanced topic modeling
F Viegas, W Luiz, C Gomes, A Khatibi, S Canuto, F Mourão, T Salles, ...
Proceedings of the 27th ACM international conference on information and …, 2018
142018
Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification
F Viegas, L Rocha, E Resende, T Salles, W Martins, MF e Freitas, ...
Neurocomputing 307, 153-171, 2018
132018
Time-aware ranking in sport social networks
PSP Júnior, MA Gonçalves, AHF Laender, T Salles, D Figueiredo
Journal of Information and Data Management 3 (3), 195-195, 2012
132012
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Articles 1–20