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Thiago Salles
Thiago Salles
Universidade Federal de Minas Gerais / IBM Watson Group
Adresse e-mail validée de dcc.ufmg.br - Page d'accueil
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Année
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
1672011
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
982018
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
912011
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
772018
Improving random forests by neighborhood projection for effective text classification
T Salles, M Gonçalves, V Rodrigues, L Rocha
Information Systems 77, 1-21, 2018
762018
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
562020
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
532010
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
342015
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
302017
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
282012
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, 1-12, 2015
262015
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
252013
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
242016
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
212018
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
202014
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
202010
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
Similarity-based synthetic document representations for meta-feature generation in text classification
S Canuto, T Salles, TC Rosa, MA Gonçalves
Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019
182019
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
182017
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
142018
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