Rafael Geraldeli Rossi
Cited by
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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
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
Benchmarking text collections for classification and clustering tasks
RG Rossi, RM Marcacini, SO Rezende
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
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
Classificaçao automática de textos por meio de aprendizado de máquina baseado em redes
RG Rossi
Universidade de São Paulo, 2016
Winning some of the document preprocessing challenges in a text mining process
BM Nogueira, MF Moura, MS Conrado, RG Rossi, RM Marcacini, ...
IV Workshop on Algorithms and Data Mining Applications, 10-18, 2008
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
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
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
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
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
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
Unsupervised active learning techniques for labeling training sets: an experimental evaluation on sequential data
V Souza, RG Rossi, GE Batista, SO Rezende
Intelligent Data Analysis 21 (5), 1061-1095, 2017
Term network approach for transductive classification
RG Rossi, SO Rezende, A de Andrade Lopes
International Conference on Intelligent Text Processing and Computational …, 2015
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
Websensors analytics: Learning to sense the real world using web news events
RM Marcacini, RG Rossi, BM Nogueira, LV Martins, EA Cherman, ...
Anais Estendidos do XXIII Simpósio Brasileiro de Sistemas Multimídia e Web …, 2017
Applying transductive learning for automatic term extraction: the case of the ecology domain
MS Conrado, RG Rossi, TAS Pardo, SO Rezende
2013 Second International Conference on Informatics & Applications (ICIA …, 2013
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
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
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