Prati
Rafael Geraldeli Rossi
Naslov
Citirano
Citirano
Godina
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
1272019
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
612016
Benchmarking text collections for classification and clustering tasks
RG Rossi, RM Marcacini, SO Rezende
582013
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
49*2012
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
482018
Classificaçao automática de textos por meio de aprendizado de máquina baseado em redes
RG Rossi
Universidade de São Paulo, 2016
302016
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
292008
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
272011
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
252014
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
232014
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
142016
Term network approach for transductive classification
RG Rossi, SO Rezende, A de Andrade Lopes
Computational Linguistics and Intelligent Text Processing: 16th …, 2015
122015
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
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
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
102022
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
102021
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
102017
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
92017
Generating features from textual documents through association rules
RG Rossi, SO Rezende, S Carlos–SP–Brazil
Anais do Encontro Nacional de Inteligência Artificial. SBC. Citado nas, 20, 2011
92011
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