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Rafael Geraldeli Rossi
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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
1592019
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
702016
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
602018
Benchmarking text collections for classification and clustering tasks
RG Rossi, RM Marcacini, SO Rezende
592013
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
53*2012
Classificaçao automática de textos por meio de aprendizado de máquina baseado em redes
RG Rossi
Universidade de São Paulo, 2016
362016
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
302014
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
302008
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
262011
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
242014
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
222022
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
182016
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
172021
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
162017
Term network approach for transductive classification
RG Rossi, SO Rezende, A de Andrade Lopes
International Conference on Intelligent Text Processing and Computational …, 2015
162015
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
112021
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
112017
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
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
112017
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
112013
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Articles 1–20