| 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 | 163 | 2011 |
| 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 | 95 | 2018 |
| 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 | 90 | 2011 |
| Improving random forests by neighborhood projection for effective text classification T Salles, M Gonçalves, V Rodrigues, L Rocha Information Systems 77, 1-21, 2018 | 74 | 2018 |
| 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 | 71 | 2018 |
| 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 | 53 | 2020 |
| 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 | 50 | 2010 |
| 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 | 31 | 2015 |
| 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 | 28 | 2017 |
| 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 | 27 | 2012 |
| 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 | 24 | 2016 |
| 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 | 24 | 2015 |
| 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 | 24 | 2013 |
| 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 | 20 | 2018 |
| 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 | 20 | 2014 |
| 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 | 19 | 2016 |
| 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 | 19 | 2010 |
| 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 | 17 | 2019 |
| 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 | 16 | 2017 |
| 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 | 14 | 2018 |
Marcos Andre GoncalvesComputer Science Professor, Universidade Federal de Minas Gerais, BrazilVerified email at dcc.ufmg.br
