| Knowledge-enhanced document embeddings for text classification RA Sinoara, J Camacho-Collados, RG Rossi, R Navigli, SO Rezende Knowledge-Based Systems 163, 955-971, 2019 | 176 | 2019 |
| Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts RG Rossi, A de Andrade Lopes, SO Rezende Information Processing & Management 52 (2), 217-257, 2016 | 76 | 2016 |
| Cross-domain aspect extraction for sentiment analysis: A transductive learning approach RM Marcacini, RG Rossi, IP Matsuno, SO Rezende Decision Support Systems 114, 70-80, 2018 | 70 | 2018 |
| Benchmarking text collections for classification and clustering tasks RG Rossi, RM Marcacini, SO Rezende | 63 | 2013 |
| Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network RG Rossi, T de Paulo Faleiros, A de Andrade Lopes, SO Rezende Data Mining (ICDM), 2012 IEEE 12th International Conference on, 1086-1091, 2012 | 52* | 2012 |
| A network-based positive and unlabeled learning approach for fake news detection MC de Souza, BM Nogueira, RG Rossi, RM Marcacini, BN Dos Santos, ... Machine learning 111 (10), 3549-3592, 2022 | 49 | 2022 |
| Classificação automática de textos por meio de aprendizado de máquina baseado em redes RG Rossi Universidade de São Paulo, 2016 | 40 | 2016 |
| Analysis of domain independent statistical keyword extraction methods for incremental clustering RG Rossi, RM Marcacini, SO Rezende Learning and Nonlinear Models 12 (1), 17-37, 2014 | 35 | 2014 |
| A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification RG Rossi, AA Lopes, SO Rezende Proceedings of the 29th annual acm symposium on applied computing, 79-84, 2014 | 30 | 2014 |
| Winning some of the document preprocessing challenges in a text mining process. BM Nogueira, MF Moura, MS Conrado, RG Rossi, RM Marcacini, ... In: SIMPÓSIO BRASILEIRO DE BANCO DE DADOS, 23.; SIMPÓSIO BRASILEIRO DE …, 2008 | 30 | 2008 |
| A graph-based approach for positive and unlabeled learning JC Carnevali, RG Rossi, E Milios, A de Andrade Lopes Information Sciences 580, 655-672, 2021 | 27 | 2021 |
| Building a topic hierarchy using the bag-of-related-words representation RG Rossi, SO Rezende Proceedings of the 11th ACM symposium on Document engineering, 195-204, 2011 | 27 | 2011 |
| Aspect-based sentiment analysis using semi-supervised learning in bipartite heterogeneous networks IP Matsuno, RG Rossi, RM Marcacini, SO Rezende Journal of Information and Data Management 7 (2), 141-141, 2016 | 19 | 2016 |
| Learning textual representations from multiple modalities to detect fake news through one-class learning M Gôlo, M Caravanti, R Rossi, S Rezende, B Nogueira, R Marcacini Proceedings of the Brazilian Symposium on Multimedia and the Web, 197-204, 2021 | 16 | 2021 |
| Term network approach for transductive classification RG Rossi, SO Rezende, A de Andrade Lopes International Conference on Intelligent Text Processing and Computational …, 2015 | 16 | 2015 |
| Unsupervised active learning techniques for labeling training sets: an experimental evaluation on sequential data VMA Souza, RG Rossi, GE Batista, SO Rezende Intelligent Data Analysis 21 (5), 1061-1095, 2017 | 15 | 2017 |
| Websensors analytics: Learning to sense the real world using web news events RM Marcacini, RG Rossi, BM Nogueira, LV Martins, EA Cherman, ... Simpósio Brasileiro de Sistemas Multimídia e Web (WebMedia), 169-173, 2017 | 13 | 2017 |
| Towards automatic evaluation of asphalt irregularity using smartphone’s sensors VMA Souza, EA Cherman, RG Rossi, RA Souza Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA …, 2017 | 13 | 2017 |
| One-class learning for fake news detection through multimodal variational autoencoders MPS Gôlo, MC de Souza, RG Rossi, SO Rezende, BM Nogueira, ... Engineering Applications of Artificial Intelligence 122, 106088, 2023 | 12 | 2023 |
| Optimizing the class information divergence for transductive classification of texts using propagation in bipartite graphs T de Paulo Faleiros, RG Rossi, A de Andrade Lopes Pattern Recognition Letters 87, 127-138, 2017 | 12 | 2017 |
Solange Oliveira RezendeDepartamento de Ciências de Computação - ICMC-USPPatvirtintas el. paštas icmc.usp.br
