Inductive model generation for text classification using a bipartite heterogeneous network RG Rossi, A de Andrade Lopes, T de Paulo Faleiros, SO Rezende Journal of Computer Science and Technology 29 (3), 361-375, 2014 | 30 | 2014 |
On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation. T de Paulo Faleiros, A de Andrade Lopes ESANN, 2016 | 26 | 2016 |
Inductive model generation for text categorization using a bipartite heterogeneous network RG Rossi, T de Paulo Faleiros, A de Andrade Lopes, SO Rezende 2012 IEEE 12th international conference on data mining, 1086-1091, 2012 | 26 | 2012 |
Rgcli: Robust graph that considers labeled instances for semi-supervised learning L Berton, T de Paulo Faleiros, A Valejo, J Valverde-Rebaza, ... Neurocomputing 226, 238-248, 2017 | 17 | 2017 |
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 | 11 | 2017 |
Bipartite graph for topic extraction T de Paulo Faleiros, A de Andrade Lopes Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 11 | 2015 |
A naïve bayes model based on overlapping groups for link prediction in online social networks J Valverde-Rebaza, A Valejo, L Berton, T de Paulo Faleiros, ... Proceedings of the 30th Annual ACM Symposium on Applied Computing, 1136-1141, 2015 | 11 | 2015 |
A coarsening method for bipartite networks via weight-constrained label propagation A Valejo, T Faleiros, MCF de Oliveira, A de Andrade Lopes Knowledge-Based Systems 195, 105678, 2020 | 8 | 2020 |
Modelos probabilísticos de tópicos: desvendando o Latent Dirichlet Allocation TP Faleiros, AA Lopes | 7 | 2016 |
Unsupervised learning of textual pattern based on propagation in bipartite graph T de Paulo Faleiros, A Valejo, A de Andrade Lopes Intelligent Data Analysis 24 (3), 543-565, 2020 | 5 | 2020 |
Deep active-self learning applied to named entity recognition JRC Neto, TP Faleiros Intelligent Systems: 10th Brazilian Conference, BRACIS 2021, Virtual Event …, 2021 | 4 | 2021 |
Coarsening algorithm via semi-synchronous label propagation for bipartite networks ADB Valejo, PE Althoff, T de Paulo Faleiros, ML Chuerubim, J Yan, W Liu, ... Brazilian Conference on Intelligent Systems, 437-452, 2021 | 3 | 2021 |
BERT Self-Learning Approach with Limited Labels for Document Classification CEL Joaquim, TP Faleiros International Conference on Learning and Intelligent Optimization, 278-291, 2022 | 2 | 2022 |
Propagação em grafos bipartidos para extração de tópicos em fluxo de documentos textuais TP Faleiros Universidade de São Paulo, 2016 | 2 | 2016 |
Named entity recognition approaches applied to legal document segmentation FXB da Silva, GMC Guimarães, RM Marcacini, AL Queiroz, VRP Borges, ... Anais do X Symposium on Knowledge Discovery, Mining and Learning, 210-217, 2022 | 1 | 2022 |
Does Semantic Search Performs Better than Lexical Search in the Task of Assisting Legal Opinion Writing? DSC Pedroso, M Ladeira, T de Paulo Faleiros 2019 18th IEEE International Conference on Machine Learning and Applications …, 2019 | 1 | 2019 |
Bipartite graph for topic extraction TP Faleiros, AA Lopes, Q Yang, M Wooldridge PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON …, 2015 | 1 | 2015 |
Exploring data classification with k-associated network T de Paulo Faleiros, L Berton, A de Andrade Lopes IV International Workshop on Web and Text Intelligence (WTI-2012), 2012 | 1 | 2012 |
Legal Document Segmentation and Labeling Through Named Entity Recognition Approaches GMC Guimarães, FXB da Silva, LAB Macedo, VHF Lisboa, RM Marcacini, ... Journal of Information and Data Management 15 (1), 123-131, 2024 | | 2024 |
Combining prompt-based language models and weak supervision for labeling named entity recognition on legal documents V Oliveira, G Nogueira, T Faleiros, R Marcacini Artificial Intelligence and Law, 1-21, 2024 | | 2024 |