Solange Oliveira Rezende

Knowledge-enhanced document embeddings for text classification

Roberta Akemi Sinoara, José Camacho-Collados, Rafael Geraldeli Rossi et al. · Knowledge-Based Systems · 2018 · 124 citations · Full text

Natural Language Processing, Knowledge-enhanced Document Embeddings, Information Retrieval +7

Text mining and semantics: a systematic mapping study

Roberta Akemi Sinoara, J. F. G. Antunes, Solange Oliveira Rezende · Journal of the Brazilian Computer Society · 2017 · 80 citations · Full text

Engineering, Semantic Search, Knowledge Extraction +19

Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts

Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange Oliveira Rezende · Information Processing & Management · 2015 · 62 citations · Full text

Natural Language Processing, Network Science, Information Retrieval +14

Cross-domain aspect extraction for sentiment analysis: A transductive learning approach

Ricardo Marcondes Marcacini, Rafael Geraldeli Rossi, Ivone Penque Matsuno et al. · Decision Support Systems · 2018 · 60 citations

Natural Language Processing, Information Extraction, Engineering +13

A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set

Merley S. Conrado, Thiago Alexandre Salgueiro Pardo, Solange Oliveira Rezende · 2013 · 57 citations

Engineering, Machine Learning Approach, Feature Extraction +20