Fabíola S. F. Pereira

According to our database, Fabíola S. F. Pereira authored at least 28 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Threshold-Based Classification to Enhance Confidence in Open Set of Legal Texts.

Daniela L. Freire, Alex Marino Gonçalves de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Exploratory Study of Data Sampling Methods for Imbalanced Legal Text Classification.

Daniela L. Freire, Alex Marino Gonçalves de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

Evaluation without Ground Truth: a Comparative Study on Preference Mining Techniques in Twitter Social Network.

Fabíola S. F. Pereira

Proceedings of the Position Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022

UlyssesSD-Br: Stance Detection in Brazilian Political Polls.

Dyonnatan Ferreira Maia, Nádia Félix F. da Silva, Ellen Polliana Ramos Souza, Augusto Sousa Nunes, Lucas C. Procópio, Guthemberg da S. Sampaio, Márcio de Souza Dias, Adrio O. Alves, Dyéssica F. Maia, Ingrid A. Ribeiro, Fabíola S. F. Pereira, André C. P. L. F. de Carvalho

Proceedings of the Progress in Artificial Intelligence, 2022

Expanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-Generated Text.

Rosimeire Costa, Hidelberg Oliveira Albuquerque, Gabriel Silvestre, Nádia Félix F. da Silva, Ellen Souza, Douglas Vitório, Augusto Nunes, Felipe Siqueira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio de Souza Dias, Fabíola S. F. Pereira, Matheus Silva, Miguel de Mattos Gardini, Vinícius Adolfo Pereira da Silva, André C. P. L. F. de Carvalho, Adriano Lorena Inácio de Oliveira

Proceedings of the Progress in Artificial Intelligence, 2022

2021

Evaluating Topic Models in Portuguese Political Comments About Bills from Brazil's Chamber of Deputies.

Nádia Félix F. da Silva, Marília Costa R. Silva, Fabíola S. F. Pereira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio Fonseca, Francisco Edmundo de Andrade, André C. P. L. F. de Carvalho

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Visual analysis for evaluation of community detection algorithms.

Claudio D. G. Linhares, Jean R. Ponciano, Fabíola S. F. Pereira, Luis E. C. Rocha, Jose Gustavo de Souza Paiva, Bruno A. N. Travençolo

Multim. Tools Appl., 2020

2019

Uma Análise sobre a Evolução das Preferências Musicais dos Usuários Utilizando Redes de Similaridade Temporal.

Fabíola Souza Fernandes Pereira, Claudio D. G. Linhares, Jean R. Ponciano, João Gama, Sandra de Amo, Gina M. B. Oliveira

Braz. J. Inf. Syst., 2019

A scalable node ordering strategy based on community structure for enhanced temporal network visualization.

Claudio D. G. Linhares, Jean R. Ponciano, Fabíola S. F. Pereira, Luis E. C. Rocha, Jose Gustavo Paiva, Bruno A. N. Travençolo

Comput. Graph., 2019

Gradient Boosting Machine and LSTM Network for Online Harassment Detection and Categorization in Social Media.

Fabíola S. F. Pereira, Thiago Andrade, André C. P. L. F. de Carvalho

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry.

Fabíola S. F. Pereira, André C. P. L. F. de Carvalho, Rafael Assis, Maxley Costa, Elaine R. Faria, Rita Maria da Silva Julia, Umberto Barcelos, Jony Melo

Proceedings of the Progress in Artificial Intelligence, 2019

2018

Social network analysis: An overview.

Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama

WIREs Data Mining Knowl. Discov., 2018

Cover Image, Volume 8, Issue 5.

Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama

WIREs Data Mining Knowl. Discov., 2018

On analyzing user preference dynamics with temporal social networks.

Fabíola Souza F. Pereira, João Gama, Sandra de Amo, Gina M. B. Oliveira

Mach. Learn., 2018

2017

User preferences dynamics on evolving social networks - learning, modeling and prediction: student research abstract.

Fabíola Souza F. Pereira

Proceedings of the Symposium on Applied Computing, 2017

2016

Efficient algorithms for processing preference queries.

Marcos Roberto Ribeiro, Fabíola Souza F. Pereira, Vinícius Vitor dos Santos Dias

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Detecting Events in Evolving Social Networks through Node Centrality Analysis.

Fabíola Souza F. Pereira, Sandra de Amo, João Gama

Proceedings of the Workshop on Large-scale Learning from Data Streams in Evolving Environments (STREAMEVOLV 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016), 2016

Evolving Centralities in Temporal Graphs: A Twitter Network Analysis.

Fabíola Souza F. Pereira, Sandra de Amo, João Gama

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

VP-Rec: A Hybrid Image Recommender Using Visual Perception Network.

Crícia Z. Felício, Claudianne M. M. de Almeida, Guilherme Alves, Fabíola Souza F. Pereira, Klérisson Vinícius Ribeiro Paixão, Sandra de Amo, Célia A. Z. Barcelos

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

On Using Temporal Networks to Analyze User Preferences Dynamics.

Fabíola Souza F. Pereira, Sandra de Amo, João Gama

Proceedings of the Discovery Science - 19th International Conference, 2016

Visual Perception Similarities to Improve the Quality of User Cold Start Recommendations.

Crícia Z. Felício, Claudianne M. M. de Almeida, Guilherme Alves, Fabíola Souza F. Pereira, Klérisson Vinícius Ribeiro Paixão, Sandra de Amo

Proceedings of the Advances in Artificial Intelligence, 2016

2015

Mining Comparative Sentences from Social Medias.

Fabíola Souza F. Pereira

Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, 2015

2012

Semantically Enriched Services to Understand the Need of Entities.

Flávio Oliveira Silva, Alex Dias, Caio César Ferreira, Eduardo De Souza Santos, Fabíola Souza Fernandes Pereira, Isabelle Cecília de Andrade, João Henrique de Souza Pereira, Lásaro Jonas Camargos, Luiz Cláudio Theodoro, Maurício Amaral Gonçalves, Rafael Pasquini, Augusto José Venâncio Neto, Pedro Frosi Rosa, Sergio Takeo Kofuji

Proceedings of the Future Internet, 2012

2011

Meeting Services and Networks in the Future Internet.

Eduardo De Souza Santos, Fabíola Souza Fernandes Pereira, João Henrique de Souza Pereira, Luiz Cláudio Theodoro, Pedro Frosi Rosa, Sergio Takeo Kofuji

Proceedings of the Future Internet, 2011

2010

Evaluation of Conditional Preference Queries.

Fabíola Souza F. Pereira, Sandra de Amo

J. Inf. Data Manag., 2010

Tree pattern mining with tree automata constraints.

Sandra de Amo, Nyara A. Silva, Ronaldo P. Silva, Fabíola Souza F. Pereira

Inf. Syst., 2010

Integrating user preference to similarity queries over medical images datasets.

Mônica Ribeiro Porto Ferreira, Marcelo Ponciano-Silva, Agma J. M. Traina, Caetano Traina Jr., Sandra de Amo, Fabíola Souza F. Pereira, Richard Chbeir

Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2007

Constraint-based Tree Pattern Mining.

Sandra de Amo, Nyara A. Silva, Ronaldo P. Silva, Fabíola Souza F. Pereira

Proceedings of the XXII Simpósio Brasileiro de Banco de Dados, 2007