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Thiago Paulo Faleiros
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Year
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
302014
On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation.
T de Paulo Faleiros, A de Andrade Lopes
ESANN, 2016
272016
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
262012
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
182017
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
112017
Bipartite graph for topic extraction
T de Paulo Faleiros, A de Andrade Lopes
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
112015
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
112015
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
102020
Modelos probabilísticos de tópicos: desvendando o Latent Dirichlet Allocation
TP Faleiros, AA Lopes
72016
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
62020
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
52024
Deep active-self learning applied to named entity recognition
JRC Neto, TP Faleiros
Intelligent Systems: 10th Brazilian Conference, BRACIS 2021, Virtual Event …, 2021
52021
DODFMiner: an automated tool for named entity recognition from official gazettes
GMC Guimarães, FXB da Silva, AL Queiroz, RM Marcacini, TP Faleiros, ...
Neurocomputing 568, 127064, 2024
42024
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
32021
Propagação em grafos bipartidos para extração de tópicos em fluxo de documentos textuais
TP Faleiros
Universidade de São Paulo, 2016
32016
BERT Self-Learning Approach with Limited Labels for Document Classification
CEL Joaquim, TP Faleiros
International Conference on Learning and Intelligent Optimization, 278-291, 2022
22022
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
12022
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
12019
Bipartite graph for topic extraction
TP Faleiros, AA Lopes, Q Yang, M Wooldridge
PROCEEDINGS OF THE TWENTY-FOURTH INTERNATIONAL JOINT CONFERENCE ON …, 2015
12015
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
12012
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Articles 1–20