| G-dbscan: A gpu accelerated algorithm for density-based clustering G Andrade, G Ramos, D Madeira, R Sachetto, R Ferreira, L Rocha Procedia Computer Science 18, 369-378, 2013 | 177 | 2013 |
| 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 | 157 | 2011 |
| A characterization of broadband user behavior and their e-business activities HT Marques Neto, JM Almeida, LCD Rocha, W Meira, PHC Guerra, ... ACM SIGMETRICS Performance Evaluation Review 32 (3), 3-13, 2004 | 102 | 2004 |
| A framework for migrating relational datasets to NoSQL L Rocha, F Vale, E Cirilo, D Barbosa, F Mourão Procedia Computer Science 51, 2593-2602, 2015 | 100 | 2015 |
| 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 | 89 | 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 | 81 | 2018 |
| Improving random forests by neighborhood projection for effective text classification T Salles, M Gonçalves, V Rodrigues, L Rocha Information Systems 77, 1-21, 2018 | 59 | 2018 |
| CluWords: exploiting semantic word clustering representation for enhanced topic modeling F Viegas, S Canuto, C Gomes, W Luiz, T Rosa, S Ribas, L Rocha, ... Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019 | 58 | 2019 |
| Understanding temporal aspects in document classification F Mourao, L Rocha, R Araújo, T Couto, M Gonçalves, W Meira Jr Proceedings of the 2008 International Conference on Web Search and Data …, 2008 | 56 | 2008 |
| 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 | 53 | 2018 |
| On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study W Cunha, V Mangaravite, C Gomes, S Canuto, E Resende, C Nascimento, ... Information Processing & Management 58 (3), 102481, 2021 | 52 | 2021 |
| 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 | 47 | 2010 |
| The pure cold-start problem: A deep study about how to conquer first-time users in recommendations domains N Silva, D Carvalho, ACM Pereira, F Mourão, L Rocha Information Systems 80, 1-12, 2019 | 46 | 2019 |
| Exploiting temporal contexts in text classification L Rocha, F Mourão, A Pereira, MA Gonçalves, W Meira Jr Proceedings of the 17th ACM conference on Information and knowledge …, 2008 | 42 | 2008 |
| 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 | 37 | 2020 |
| Quantifying complementarity among strategies for influencers’ detection on Twitter A Neves, R Vieira, F Mourao, L Rocha Procedia Computer Science 51, 2435-2444, 2015 | 34 | 2015 |
| GPU-NB: a fast CUDA-based implementation of naive bayes G Andrade, F Viegas, GS Ramos, J Almeida, L Rocha, M Gonçalves, ... 2013 25th International Symposium on Computer Architecture and High …, 2013 | 32 | 2013 |
| Multi-armed bandits in recommendation systems: A survey of the state-of-the-art and future directions N Silva, H Werneck, T Silva, ACM Pereira, L Rocha Expert Systems with Applications 197, 116669, 2022 | 31 | 2022 |
| CluHTM-semantic hierarchical topic modeling based on CluWords F Viegas, W Cunha, C Gomes, A Pereira, L Rocha, M Goncalves Proceedings of the 58th annual meeting of the association for computational …, 2020 | 29 | 2020 |
| 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 | 28 | 2015 |
