Solange O. Rezende

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 19

Top Topics

Text Classification

Latent Dirichlet

Supervised Learning

Semantically Enriched

Top Venues

J. Inf. Data Manag.

IEEE Trans. Engineering Management

Publications

Michael J. Bianchi, Edivandro C. Conforto, Eric Rebentisch, Daniel Capaldo Amaral, Solange O. Rezende, Renan de Pádua
Recommendation of Project Management Practices: A Contribution to Hybrid Models. IEEE Trans. Engineering Management 69 (6) (2022)
Ivan J. Reis Filho, Luiz H. D. Martins, Antonio Rafael Sabino Parmezan, Ricardo M. Marcacini, Solange O. Rezende
Sequential Short-Text Classification from Multiple Textual Representations with Weak Supervision. BRACIS (1) (2022)
Mariana C. de Souza, Bruno M. Nogueira, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende
A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News. BRACIS (2) (2021)
Marcos Gôlo, Mariana Caravanti, Rafael Geraldeli Rossi, Solange O. Rezende, Bruno Magalhães Nogueira, Ricardo M. Marcacini
Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning. WebMedia (2021)
Roberta Akemi Sinoara, José Camacho-Collados, Rafael Geraldeli Rossi, Roberto Navigli, Solange O. Rezende
Knowledge-enhanced document embeddings for text classification. Knowl. Based Syst. 163 (2019)
Jacson Rodrigues Barbosa, Ricardo Marcondes Marcacini, Ricardo Britto, Frederico Soares, Solange O. Rezende, Auri M. R. Vincenzi, Márcio E. Delamaro
BULNER: BUg Localization with word embeddings and NEtwork Regularization. VEM (2019)
Brucce Neves dos Santos, Ricardo M. Marcacini, Solange O. Rezende
A Sampling-Based Framework for Transductive Classification in Information Networks. BRACIS (2019)
Ricardo B. Scheicher, Roberta Akemi Sinoara, Jonas C. Felinto, Solange O. Rezende
Sentiment classification improvement using semantically enriched information. DocEng (2019)
Renan de Padua, Veronica Oliveira de Carvalho, Solange O. Rezende, Diego Furtado Silva
Exploring Musical Relations Using Association Rule Networks. ISMIR (2018)
Lusas S. Rodrigues, Solange O. Rezende, Maria Fernanda Moura, Ricardo M. Marcacini
Agribusiness Time Series Forecasting using Perceptually Important Events. CLEI (2018)
Camila Vaccari Sundermann, João Antunes, Marcos Aurélio Domingues, Solange O. Rezende
Exploration of Word Embedding Model to Improve Context-Aware Recommender Systems. WI (2018)
Vinícius Mourão Alves de Souza, Rafael Geraldeli Rossi, Gustavo E. A. P. A. Batista, Solange O. Rezende
Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data. Intell. Data Anal. 21 (5) (2017)
Roberta Akemi Sinoara, Ricardo B. Scheicher, Solange O. Rezende
Evaluation of latent dirichlet allocation for document organization in different levels of semantic complexity. SSCI (2017)
Fernanda Eustáquio, Heloisa A. Camargo, Solange O. Rezende, Tatiane M. Nogueira
On Fuzzy Cluster Validity Indexes for High Dimensional Feature Space. EUSFLAT/IWIFSGN (2) (2017)
Dildre Georgiana Vasques, Leonardo Comelli, Caetano Mazzoni Ranieri, Solange O. Rezende
Mineração de Textos para Gestão de Clientes em Empresas de Telecomunicações. SBSI (2017)
Marcelo G. Manzato, Marcos Aurélio Domingues, Arthur da Costa Fortes, Camila Vaccari Sundermann, Rafael Martins D'Addio, Merley da Silva Conrado, Solange O. Rezende, Maria G. C. Pimentel
Mining unstructured content for recommender systems: an ensemble approach. Inf. Retr. J. 19 (4) (2016)
Ivone Penque Matsuno, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende
Aspect-based Sentiment Analysis using Semi-supervised Learning in Bipartite Heterogeneous Networks. J. Inf. Data Manag. 7 (2) (2016)
Nilton V. Carvalho, Solange O. Rezende, Heloisa A. Camargo, Tatiane M. Nogueira
Flexible document organization by mixing fuzzy and possibilistic clustering algorithms. FUZZ-IEEE (2016)
Conceição Rocha, Alípio Jorge, Roberta Sionara, Paula Brito, Carlos Pimenta, Solange O. Rezende
PAMPO: using pattern matching and pos-tagging for effective Named Entities recognition in Portuguese. CoRR (2016)
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
Flexible document organization: Comparing fuzzy and possibilistic approaches. FUZZ-IEEE (2015)
Rafael Geraldeli Rossi, Alneu de Andrade Lopes, Solange O. Rezende
A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. SAC (2014)
Roberta Akemi Sinoara, Camila Vaccari Sundermann, Ricardo M. Marcacini, Marcos Aurélio Domingues, Solange O. Rezende
Named entities as privileged information for hierarchical text clustering. IDEAS (2014)
Rafael Bonin, Ricardo M. Marcacini, Solange O. Rezende
Unsupervised Instance Selection from Text Streams. J. Inf. Data Manag. 5 (1) (2014)
Celso André R. de Sousa, Solange O. Rezende, Gustavo E. A. P. A. Batista
Influence of Graph Construction on Semi-supervised Learning. ECML/PKDD (3) (2013)
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
Fuzzy cluster descriptors improve flexible organization of documents. ISDA (2012)
Ricardo M. Marcacini, Geraldo N. Correa, Solange O. Rezende
An active learning approach to frequent itemset-based text clustering. ICPR (2012)
Ricardo M. Marcacini, Eduardo R. Hruschka, Solange O. Rezende
On the Use of Consensus Clustering for Incremental Learning of Topic Hierarchies. SBIA (2012)
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
Fuzzy cluster descriptor extraction for flexible organization of documents. HIS (2011)
Américo Talarico Neto, Renata Pontin de Mattos Fortes, Rafael Geraldeli Rossi, Solange O. Rezende
MMWA-ae: boosting knowledge from Multimodal Interface Design, Reuse and Usability Evaluation. SEKE (2010)
Tatiane M. Nogueira, Solange O. Rezende, Heloisa A. Camargo
On the use of fuzzy rules to text document classification. HIS (2010)
Ricardo M. Marcacini, Solange O. Rezende
Incremental Construction of Topic Hierarchies using Hierarchical Term Clustering. SEKE (2010)
Chandler W. Caulkins, Robson B. T. Oliveira, André C. P. L. F. de Carvalho, Solange O. Rezende, Maria Carolina Monard
Applying neural networks to determine vibration parameters in a turbine. IJCNN (1999)