Applying neural networks to determine vibration parameters in a turbine. - Chandler W. Caulkins; Robson B. T. Oliveira; André C. P. L. F. de Carvalho; Solange O. Rezende; Maria Carolina Monard (IJCNN, 1999)

Pós-processamento de Conhecimento para Problemas de Regressão em Data Mining. - Walter Aoiama Nagai; Solange Oliveira Rezende (IBERAMIA-SBIA 2000 Open Discussion Track, 2000)

Transforming a Regression Problem into a Classification Problem using Hybrid Discretization. - Luis Carlos Molina Félix; Solange Oliveira Rezende; Maria Carolina Monard; Chandler Wellington Caulkis (Computación y Sistemas, 2000)

Combining Quality Measures to Identify Interesting Association Rules. - Edson Augusto Melanda; Solange Oliveira Rezende (IBERAMIA, 2004)

Combining Intelligent Techniques for Sensor Fusion. - Katti Faceli; André Carlos Ponce de Leon Ferreira de Carvalho; Solange Oliveira Rezende (Appl. Intell., 2004)

A methodology for identifying interesting association rules by combining objective and subjective measures. - Roberta Akemi Sinoara; Solange Oliveira Rezende (Inteligencia Artif., 2006)

Evaluating generalized association rules through objective measures. - Veronica Oliveira de Carvalho; Solange Oliveira Rezende; Mario de Castro (Artificial Intelligence and Applications, 2007)

An Analytical Evaluation of Objective Measures Behavior for Generalized Association Rules. - Veronica Oliveira de Carvalho; Solange Oliveira Rezende; Mario de Castro (CIDM, 2007)

Obtaining and Evaluating Generalized Association Rules. - Veronica Oliveira de Carvalho; Solange Oliveira Rezende; Mario de Castro (ICEIS (2), 2007)

An Itemset-Driven Cluster-Oriented Approach to Extract Compact and Meaningful Sets of Association Rules. - Claudio Haruo Yamamoto; Maria Cristina Ferreira de Oliveira; Magaly Lika Fujimoto; Solange Oliveira Rezende (ICMLA, 2007)

Including the user in the knowledge discovery loop: interactive itemset-driven rule extraction. - Claudio Haruo Yamamoto; Maria Cristina Ferreira de Oliveira; Solange Oliveira Rezende (SAC, 2008)

Evaluating Generalized Association Rules Combining Objective and Subjective Measures and Visualization. - Magaly Lika Fujimoto; Veronica Oliveira de Carvalho; Solange Oliveira Rezende (ICEIS (2), 2009)

On the use of fuzzy rules to text document classification. - Tatiane M. Nogueira; Solange O. Rezende; Heloisa A. Camargo (HIS, 2010)

Selecting Candidate Labels for Hierarchical Document Clusters Using Association Rules. - Fabiano Fernandes dos Santos; Veronica Oliveira de Carvalho; Solange Oliveira Rezende (MICAI (2), 2010)

Incremental Construction of Topic Hierarchies using Hierarchical Term Clustering. - Ricardo M. Marcacini; Solange O. Rezende (SEKE, 2010)

MMWA-ae: boosting knowledge from Multimodal Interface Design, Reuse and Usability Evaluation. - Américo Talarico Neto; Renata Pontin de Mattos Fortes; Rafael Geraldeli Rossi; Solange O. Rezende (SEKE, 2010)

Building a topic hierarchy using the bag-of-related-words representation. - Rafael Geraldeli Rossi; Solange Oliveira Rezende (ACM Symposium on Document Engineering, 2011)

Fuzzy cluster descriptor extraction for flexible organization of documents. - Tatiane M. Nogueira; Solange O. Rezende; Heloisa A. Camargo (HIS, 2011)

Post-processing Association Association Rules with Clustering and Objective Measures. - Veronica Oliveira de Carvalho; Fabiano Fernandes dos Santos; Solange Oliveira Rezende (ICEIS (1), 2011)

PAR-COM: A New Methodology for Post-processing Association Rules. - Veronica Oliveira de Carvalho; Fabiano Fernandes dos Santos; Solange Oliveira Rezende; Renan de Padua (ICEIS, 2011)

Experiments on Term Extraction using Noun Phrase Subclassifications. - Merley da Silva Conrado; Walter Koza; Josuka Diaz-Labrador; Joseba Abaitua; Solange Oliveira Rezende; Thiago Alexandre Salgueiro Pardo; Zulema Solana (RANLP, 2011)

Using Taxonomies to Facilitate the Analysis of the Association Rules - Marcos Aurélio Domingues; Solange Oliveira Rezende (CoRR, 2011)

HCAC: Semi-supervised Hierarchical Clustering Using Confidence-Based Active Learning. - Bruno M. Nogueira 001; Alípio Mário Jorge; Solange Oliveira Rezende (Discovery Science, 2012)

Evaluation of Normalization Techniques in Text Classification for Portuguese. - Merley da Silva Conrado; Víctor Antonio Laguna Gutiérrez; Solange Oliveira Rezende (ICCSA (3), 2012)

Inductive Model Generation for Text Categorization Using a Bipartite Heterogeneous Network. - Rafael Geraldeli Rossi; Thiago de Paulo Faleiros; Alneu de Andrade Lopes; Solange Oliveira Rezende (ICDM, 2012)

Labeling Methods for Association Rule Clustering. - Veronica Oliveira de Carvalho; Daniel Savoia Biondi; Fabiano Fernandes dos Santos; Solange Oliveira Rezende (ICEIS (1), 2012)

An active learning approach to frequent itemset-based text clustering. - Ricardo M. Marcacini; Geraldo N. Correa; Solange O. Rezende (ICPR, 2012)

Fuzzy cluster descriptors improve flexible organization of documents. - Tatiane M. Nogueira; Solange O. Rezende; Heloisa A. Camargo (ISDA, 2012)

Hierarchical confidence-based active clustering. - Bruno M. Nogueira 001; Alípio Mário Jorge; Solange Oliveira Rezende (SAC, 2012)

On the Use of Consensus Clustering for Incremental Learning of Topic Hierarchies. - Ricardo M. Marcacini; Eduardo R. Hruschka; Solange O. Rezende (SBIA, 2012)

Reducing the dimensionality of the SIFT descriptor and increasing its effectiveness and efficiency in image retrieval via bag-of-features. - Glauco Vitor Pedrosa; Solange Oliveira Rezende; Agma Juci Machado Traina (WebMedia, 2012)

Improving hierarchical document cluster labels through candidate term selection. - Fabiano Fernandes dos Santos; Veronica Oliveira de Carvalho; Solange Oliveira Rezende (Intell. Decis. Technol., 2012)

The Impact of Context-Aware Recommender Systems on Music in the Long Tail. - Marcos Aurélio Domingues; Solange Oliveira Rezende (BRACIS, 2013)

Metrics to Support the Evaluation of Association Rule Clustering. - Veronica Oliveira de Carvalho; Fabiano Fernandes dos Santos; Solange Oliveira Rezende (DaWaK, 2013)

Incremental hierarchical text clustering with privileged information. - Ricardo Marcondes Marcacini; Solange Oliveira Rezende (ACM Symposium on Document Engineering, 2013)

Exploration of a Rich Feature Set for Automatic Term Extraction. - Merley da Silva Conrado; Thiago Alexandre Salgueiro Pardo; Solange Oliveira Rezende (MICAI (1), 2013)

Subjective Evaluation of Labeling Methods for Association Rule Clustering. - Renan de Padua; Fabiano Fernandes dos Santos; Merley da Silva Conrado; Veronica Oliveira de Carvalho; Solange Oliveira Rezende (MICAI (2), 2013)

A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set. - Merley da Silva Conrado; Thiago Alexandre Salgueiro Pardo; Solange Oliveira Rezende (HLT-NAACL, 2013)

Influence of Graph Construction on Semi-supervised Learning. - Celso André R. de Sousa; Solange O. Rezende; Gustavo E. A. P. A. Batista (ECML/PKDD (3), 2013)

Comparing relational and non-relational algorithms for clustering propositional data. - Robson Motta; Alneu de Andrade Lopes; Bruno M. Nogueira 001; Solange Oliveira Rezende; Alípio Mário Jorge; Maria Cristina Ferreira de Oliveira (SAC, 2013)

Improving consensus clustering of texts using interactive feature selection. - Ricardo M. Marcacini; Marcos Aurélio Domingues; Solange Oliveira Rezende (WWW (Companion Volume), 2013)

Using Topic Hierarchies with Privileged Information to Improve Context-Aware Recommender Systems. - Camila Vaccari Sundermann; Marcos Aurélio Domingues; Ricardo M. Marcacini; Solange Oliveira Rezende (BRACIS, 2014)

Semi-Supervised Learning to Support the Exploration of Association Rules. - Veronica Oliveira de Carvalho; Renan de Padua; Solange Oliveira Rezende (DaWaK, 2014)

Post-Processing Association Rules Using Networks and Transductive Learning. - Renan de Padua; Solange Oliveira Rezende; Veronica Oliveira de Carvalho (ICMLA, 2014)

Using Contextual Information from Topic Hierarchies to Improve Context-Aware Recommender Systems. - Marcos Aurélio Domingues; Marcelo Garcia Manzato; Ricardo Marcondes Marcacini; Camila Vaccari Sundermann; Solange Oliveira Rezende (ICPR, 2014)

Improving Personalized Ranking in Recommender Systems with Topic Hierarchies and Implicit Feedback. - Marcelo Garcia Manzato; Marcos Aurélio Domingues; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (ICPR, 2014)

Privileged Information for Hierarchical Document Clustering: A Metric Learning Approach. - Ricardo Marcondes Marcacini; Marcos Aurélio Domingues; Eduardo R. Hruschka; Solange Oliveira Rezende (ICPR, 2014)

Named entities as privileged information for hierarchical text clustering. - Roberta Akemi Sinoara; Camila Vaccari Sundermann; Ricardo M. Marcacini; Marcos Aurélio Domingues; Solange O. Rezende (IDEAS, 2014)

Music Classification by Transductive Learning Using Bipartite Heterogeneous Networks. - Diego Furtado Silva; Rafael Geraldeli Rossi; Solange Oliveira Rezende; Gustavo Enrique De Almeida Prado Alves Batista (ISMIR, 2014)

A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Solange O. Rezende (SAC, 2014)

Improving Personalized Ranking in Recommender Systems with Multimodal Interactions. - Arthur F. Da Costa; Marcos Aurélio Domingues; Solange Oliveira Rezende; Marcelo G. Manzato (WI-IAT (2), 2014)

Exploiting Text Mining Techniques for Contextual Recommendations. - Marcos Aurélio Domingues; Camila Vaccari Sundermann; Marcelo Garcia Manzato; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (WI-IAT (1), 2014)

Optimizing Personalized Ranking in Recommender Systems with Metadata Awareness. - Marcelo G. Manzato; Marcos Aurélio Domingues; Solange Oliveira Rezende (WI-IAT (2), 2014)

Generating Recommendations Based on Robust Term Extraction from Users' Reviews. - Rafael Martins D'Addio; Merley Conrado; Solange O. Rezende; Marcelo Garcia Manzato (WebMedia, 2014)

A survey of automatic term extraction for Brazilian Portuguese. - Merley da Silva Conrado; Ariani Di Felippo; Thiago Alexandre Salgueiro Pardo; Solange Oliveira Rezende (J. Braz. Comput. Soc., 2014)

A data warehouse to support web site automation. - Marcos Aurélio Domingues; Carlos Soares; Alípio Mário Jorge; Solange Oliveira Rezende (J. Braz. Comput. Soc., 2014)

Inductive Model Generation for Text Classification Using a Bipartite Heterogeneous Network. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Thiago de Paulo Faleiros; Solange Oliveira Rezende (J. Comput. Sci. Technol., 2014)

Unsupervised Instance Selection from Text Streams. - Rafael Bonin; Ricardo M. Marcacini; Solange O. Rezende (J. Inf. Data Manag., 2014)

Term Network Approach for Transductive Classification. - Rafael Geraldeli Rossi; Solange Oliveira Rezende; Alneu de Andrade Lopes (CICLing (2), 2015)

Flexible document organization: Comparing fuzzy and possibilistic approaches. - Tatiane M. Nogueira; Solange O. Rezende; Heloisa A. Camargo (FUZZ-IEEE, 2015)

Applying multi-view based metadata in personalized ranking for recommender systems. - Marcos Aurélio Domingues; Camila Vaccari Sundermann; Flávio M. M. Barros; Marcelo G. Manzato; Maria G. C. Pimentel; Solange Oliveira Rezende (SAC, 2015)

A Platform for the Recommendation of Points of Interest in Brazilian Cities: Architecture and Case Study. - Marcos Aurélio Domingues; Thais Emanuele Santos; Raíza Hanada; Bruna C. R. Cunha; Solange Oliveira Rezende; Maria da Graça Campos Pimentel (WebMedia, 2015)

Combining Privileged Information to Improve Context-Aware Recommender Systems. - Camila Vaccari Sundermann; Marcos Aurélio Domingues; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (CoRR, 2015)

Interactive textual feature selection for consensus clustering. - Geraldo N. Correa; Ricardo M. Marcacini; Eduardo R. Hruschka; Solange Oliveira Rezende (Pattern Recognit. Lett., 2015)

Metrics for Association Rule Clustering Assessment. - Veronica Oliveira de Carvalho; Fabiano Fernandes dos Santos; Solange Oliveira Rezende (Trans. Large Scale Data Knowl. Centered Syst., 2015)

Flexible document organization by mixing fuzzy and possibilistic clustering algorithms. - Nilton V. Carvalho; Solange O. Rezende; Heloisa A. Camargo; Tatiane M. Nogueira (FUZZ-IEEE, 2016)

Semantic role-based representations in text classification. - Roberta Akemi Sinoara; Rafael Geraldeli Rossi; Solange Oliveira Rezende (ICPR, 2016)

Solving the Problem of Selecting Suitable Objective Measures by Clustering Association Rules Through the Measures Themselves. - Veronica Oliveira de Carvalho; Renan de Padua; Solange Oliveira Rezende (SOFSEM, 2016)

Post-processing Association Rules: A Network Based Label Propagation Approach. - Renan de Padua; Veronica Oliveira de Carvalho; Solange Oliveira Rezende (SOFSEM, 2016)

Opinion-meter: A Framework for Aspect-Based Sentiment Analysis. - Darlan Santana Farias; Ivone Penque Matsuno; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (WebMedia, 2016)

PAMPO: using pattern matching and pos-tagging for effective Named Entities recognition in Portuguese. - Conceição Rocha; Alípio Jorge; Roberta Akemi Sinoara; Paula Brito; Carlos Pimenta; Solange O. Rezende (CoRR, 2016)

Privileged contextual information for context-aware recommender systems. - Camila Vaccari Sundermann; Marcos Aurélio Domingues; Merley da Silva Conrado; Solange Oliveira Rezende (Expert Syst. Appl., 2016)

Optimization and label propagation in bipartite heterogeneous networks to improve transductive classification of texts. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Solange Oliveira Rezende (Inf. Process. Manag., 2016)

Mining unstructured content for recommender systems: an ensemble approach. - 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 (Inf. Retr. J., 2016)

Aspect-based Sentiment Analysis using Semi-supervised Learning in Bipartite Heterogeneous Networks. - Ivone Penque Matsuno; Rafael Geraldeli Rossi; Ricardo M. Marcacini; Solange O. Rezende (J. Inf. Data Manag., 2016)

On Fuzzy Cluster Validity Indexes for High Dimensional Feature Space. - Fernanda Eustáquio; Heloisa A. Camargo; Solange O. Rezende; Tatiane M. Nogueira (EUSFLAT/IWIFSGN (2), 2017)

Ranking Association Rules by Clustering Through Interestingness. - Veronica Oliveira de Carvalho; Davi Duarte de Paula; Mateus Violante Pacheco; Waldeilson Eder dos Santos; Renan de Padua; Solange Oliveira Rezende (MICAI (1), 2017)

Mineração de Textos para Apoiar a Predição de Severidade de Relatórios de Incidentes: um Estudo de Viabilidade. - Jacson Rodrigues Barbosa; Ivone Penque Matsuno; Eduardo R. Guimarães; Solange Oliveira Rezende; Auri M. R. Vincenzi; Márcio E. Delamaro (SBQS, 2017)

Mineração de Textos para Gestão de Clientes em Empresas de Telecomunicações. - Dildre Georgiana Vasques; Leonardo Comelli; Caetano Mazzoni Ranieri; Solange O. Rezende (SBSI, 2017)

Evaluation of latent dirichlet allocation for document organization in different levels of semantic complexity. - Roberta Akemi Sinoara; Ricardo B. Scheicher; Solange O. Rezende (SSCI, 2017)

Unsupervised active learning techniques for labeling training sets: An experimental evaluation on sequential data. - Vinícius Mourão Alves de Souza; Rafael Geraldeli Rossi; Gustavo E. A. P. A. Batista; Solange O. Rezende (Intell. Data Anal., 2017)

Text mining and semantics: a systematic mapping study. - Roberta Akemi Sinoara; João Antunes; Solange Oliveira Rezende (J. Braz. Comput. Soc., 2017)

Using bipartite heterogeneous networks to speed up inductive semi-supervised learning and improve automatic text categorization. - Rafael Geraldeli Rossi; Alneu de Andrade Lopes; Solange Oliveira Rezende (Knowl. Based Syst., 2017)

Exploring the Data Using Extended Association Rule Network. - Renan de Padua; Dario Brito Calcada; Veronica Oliveira de Carvalho; Solange Oliveira Rezende (BRACIS, 2018)

Asymmetric Objective Measures Applied to Filter Association Rules Networks. - Dario Brito Calçada; Renan de Padua; Solange Oliveira Rezende (CLEI, 2018)

Agribusiness Time Series Forecasting using Perceptually Important Events. - Lusas S. Rodrigues; Solange O. Rezende; Maria Fernanda Moura; Ricardo M. Marcacini (CLEI, 2018)

A Semantic Approach to Uncovering Implicit Relationships in Textual Databases. - Dildre Georgiana Vasques; Paulo Sérgio Martins; Solange Oliveira Rezende (CLEI, 2018)

An Analysis on Community Detection and Clustering Algorithms on the Post-Processing of Association Rules. - Renan de Padua; Laís Pessine do Carmo; Solange Oliveira Rezende; Veronica Oliveira de Carvalho (IJCNN, 2018)

Exploring Musical Relations Using Association Rule Networks. - Renan de Padua; Veronica Oliveira de Carvalho; Solange O. Rezende; Diego Furtado Silva (ISMIR, 2018)

Transforming Geo-Referenced Data in Contextual Information for Context-Aware Recommender Systems. - Igor André Santana; Abner Suniga; Juliano Donini; Camila Vaccari Sundermann; Solange Oliveira Rezende; Marcos Aurélio Domingues (WI, 2018)

Exploration of Word Embedding Model to Improve Context-Aware Recommender Systems. - Camila Vaccari Sundermann; João Antunes; Marcos Aurélio Domingues; Solange O. Rezende (WI, 2018)

An experimental comparison of label selection methods for hierarchical document clusters. - Maria Fernanda Moura; Fabiano Fernandes dos Santos; Solange Oliveira Rezende (CoRR, 2018)

Cross-domain aspect extraction for sentiment analysis: A transductive learning approach. - Ricardo Marcondes Marcacini; Rafael Geraldeli Rossi; Ivone Penque Matsuno; Solange Oliveira Rezende (Decis. Support Syst., 2018)

Latent association rule cluster based model to extract topics for classification and recommendation applications. - Fabiano Fernandes dos Santos; Marcos Aurélio Domingues; Camila Vaccari Sundermann; Veronica Oliveira de Carvalho; Maria Fernanda Moura; Solange Oliveira Rezende (Expert Syst. Appl., 2018)

A Sampling-Based Framework for Transductive Classification in Information Networks. - Brucce Neves dos Santos; Ricardo M. Marcacini; Solange O. Rezende (BRACIS, 2019)

Improving Recommendations by Using a Heterogeneous Network and User's Reviews. - Vítor Rodrigues Tonon; Cintia Carvalho Oliveira; Daniele Carvalho Oliveira; Alneu de Andrade Lopes; Roberta Akemi Sinoara; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (BRACIS, 2019)

Sentiment classification improvement using semantically enriched information. - Ricardo B. Scheicher; Roberta Akemi Sinoara; Jonas C. Felinto; Solange O. Rezende (DocEng, 2019)

A Context-Aware Recommender Method Based on Text Mining. - Camila Vaccari Sundermann; Renan de Pádua; Vítor Rodrigues Tonon; Marcos Aurélio Domingues; Solange Oliveira Rezende (EPIA (2), 2019)

BULNER: BUg Localization with word embeddings and NEtwork Regularization. - Jacson Rodrigues Barbosa; Ricardo Marcondes Marcacini; Ricardo Britto 001; Frederico Soares; Solange O. Rezende; Auri M. R. Vincenzi; Márcio E. Delamaro (VEM, 2019)

Analysis of green manure decomposition parameters in northeast Brazil using association rule networks. - Dario Brito Calcada; Solange Oliveira Rezende; Mauro Sergio Teodoro (Comput. Electron. Agric., 2019)

Filtered-ARN: Asymmetric objective measures applied to filter Association Rules Networks. - Dario Brito Calçada; Solange Oliveira Rezende (CLEI Electron. J., 2019)

A New Statistical and Verbal-Semantic Approach to Pattern Extraction in Text Mining Applications. - Dildre Georgiana Vasques; Paulo Sérgio Martins; Solange Oliveira Rezende (CLEI Electron. J., 2019)

Using Opinion Mining in Context-Aware Recommender Systems: A Systematic Review. - Camila Vaccari Sundermann; Marcos Aurélio Domingues; Roberta Akemi Sinoara; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (Inf., 2019)

Knowledge-enhanced document embeddings for text classification. - Roberta Akemi Sinoara; José Camacho-Collados; Rafael Geraldeli Rossi; Roberto Navigli; Solange O. Rezende (Knowl. Based Syst., 2019)

Dropout through Extended Association Rule Netwoks: A Complementary View. - Maicon Dall'Agnol; Leandro Rondado de Souza; Renan de Padua; Veronica Oliveira de Carvalho; Solange Oliveira Rezende (CSEDU (1), 2020)

A context-aware recommender method based on text and opinion mining. - Camila Vaccari Sundermann; Renan de Padua; Vítor Rodrigues Tonon; Ricardo Marcondes Marcacini; Marcos Aurélio Domingues; Solange Oliveira Rezende (Expert Syst. J. Knowl. Eng., 2020)

A two-stage regularization framework for heterogeneous event networks. - Brucce Neves dos Santos; Rafael Geraldeli Rossi; Solange Oliveira Rezende; Ricardo Marcondes Marcacini (Pattern Recognit. Lett., 2020)

Automatic identification of knowledge related to dengue cases in the state of Piauí in public databases using Filtered-Association Rules Networks. - Joan Davi Santos Silva; Jâina Carolina Meneses Calçada; Solange Oliveira Rezende; Dario Brito Calçada (RITA, 2020)

A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News. - Mariana Caravanti de Souza; Bruno M. Nogueira 001; Rafael Geraldeli Rossi; Ricardo M. Marcacini; Solange O. Rezende (BRACIS (2), 2021)

Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning. - Marcos P. S. Gôlo; Mariana Caravanti de Souza; Rafael Geraldeli Rossi; Solange O. Rezende; Bruno Magalhães Nogueira 001; Ricardo M. Marcacini (WebMedia, 2021)

Multi-Domain Aspect Extraction Using Bidirectional Encoder Representations From Transformers. - Brucce Neves dos Santos; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (IEEE Access, 2021)

Sequential Short-Text Classification from Multiple Textual Representations with Weak Supervision. - Ivan J. Reis Filho; Luiz H. D. Martins; Antonio Rafael Sabino Parmezan; Ricardo M. Marcacini; Solange O. Rezende (BRACIS (1), 2022)

A network-based positive and unlabeled learning approach for fake news detection. - Mariana Caravanti de Souza; Bruno Magalhães Nogueira 001; Rafael Geraldeli Rossi; Ricardo Marcondes Marcacini; Brucce Neves dos Santos; Solange Oliveira Rezende (Mach. Learn., 2022)

Recommendation of Project Management Practices: A Contribution to Hybrid Models. - Michael J. Bianchi; Edivandro C. Conforto; Eric Rebentisch; Daniel Capaldo Amaral; Solange O. Rezende; Renan de Pádua (IEEE Trans. Engineering Management, 2022)

One-class learning for fake news detection through multimodal variational autoencoders. - Marcos Paulo Silva Gôlo; Mariana Caravanti de Souza; Rafael Geraldeli Rossi; Solange Oliveira Rezende; Bruno Magalhães Nogueira 001; Ricardo Marcondes Marcacini (Eng. Appl. Artif. Intell., 2023)

An Analysis of Brazilian Journalistic Coverage of Complaints Platforms. - Jonathan Oliveira Fernandez; Andrey S. Pontes; Solange O. Rezende; Antônio F. L. Jacob Junior; Fábio M. F. Lobato (WI/IAT, 2024)

Keywords attention for fake news detection using few positive labels. - Mariana Caravanti de Souza; Marcos Paulo Silva Gôlo; Alípio Mário Jorge; Evelin Carvalho Freire de Amorim; Ricardo Nuno Taborda Campos; Ricardo Marcondes Marcacini; Solange Oliveira Rezende (Inf. Sci., 2024)

TASIS: A typology of architectural strategies for interoperability in software-intensive systems. - Pedro Henrique Dias Valle; Vítor Rodrigues Tonon; Lina Garcés; Solange Oliveira Rezende; Elisa Yumi Nakagawa (Comput. Stand. Interfaces, 2025)

How do financial time series enhance the detection of news significance in market movements? A study using graph neural networks with heterogeneous representations. - Ivan J. Reis Filho; Marcos P. S. Gôlo; Ricardo M. Marcacini; Solange O. Rezende (Neural Comput. Appl., 2025)