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Rafael Geraldeli Rossi
Tytuł
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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
1052019
Benchmarking text collections for classification and clustering tasks.
RG Rossi, RM Marcacini, SO Rezende
São Carlos, SP, Brasil., 2013
552013
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
542016
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
392018
Winning some of the document preprocessing challenges in a text mining process.
BM Nogueira, MF Moura, MS Conrado, RG Rossi, RM Marcacini, ...
Embrapa Informática Agropecuária-Artigo em anais de congresso (ALICE), 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
Classificaçao automática de textos por meio de aprendizado de máquina baseado em redes
RG Rossi
Universidade de São Paulo, 2016
262016
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
262014
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
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
242012
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
212014
Term network approach for transductive classification
RG Rossi, SO Rezende, A Andrade Lopes
International Conference on Intelligent Text Processing and Computational …, 2015
122015
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
112016
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
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
102017
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
Towards automatic evaluation of asphalt irregularity using smartphone’s sensors
V Souza, EA Cherman, RG Rossi, RA Souza
International Symposium on Intelligent Data Analysis, 322-333, 2017
82017
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
82017
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
82017
Semantic role-based representations in text classification
RA Sinoara, RG Rossi, SO Rezende
2016 23rd International Conference on Pattern Recognition (ICPR), 2313-2318, 2016
82016
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