Publications
2024
Segmenting Brazilian legislative text using weak supervision and active learning
Felipe A. Siqueira, Diany Pressato, Fabíola S. F. Pereira, Nádia F. F. da Silva, Ellen Souza, Márcio S. Dias and André C. P. L. F. de Carvalho
Artificial Intelligence and Law (2024). https://doi.org/10.1007/s10506-024-09419-5
Análise Comparativa de Canais do YouTube utilizando Redes Complexas
Phelipe Rodovalho, Fabiola S. F. Pereira
SBBD'24
What is the most targeted database? Using Honeypots to Characterize Attacks on Relational Databases
Andressa Rocha, Fabiola S. F. Pereira
CENTERIS'24
2023
Threshold-based Classification to Enhance Confidence in Open Set of Legal Texts
Daniela Lopes Freire, Giliard Almeida de Godoi, Alex Marino Gonçalves de Almeida, Adriano Rivolli, Fabíola Souza Fernandes Pereira, Márcio de Souza Dias and Andre C. P. L. F. de Carvalho
IDEAL'23
Técnicas de sumarização de textos jurídicos para suporte à classificação de documentos de decisões judiciais
TILIC STIL'23
Exploratory Study of Data Sampling Methods for Imbalanced Legal Text Classification
HAIS'23
Sub-language Sentiment Analysis in WhatsApp Domain with Deep Learning Approaches
FSMA Journal
Institucionalizando a regulocracia: uma análise da trajetória histórica da Anvisa
Alketa Peci, Pedro Ivo Sebba Ramalho, Fabíola S. F. Pereira
Revista do Serviço Público
Describing COVID-19 Pandemic by means of Tweets from Official Entities in Brazil
Matheus Santos, Fabíola S. F. Pereira
BraSNAM'23
2022
Evaluation without Ground Truth: a Comparative Study on Preference Mining Techniques in Twitter Social Network
Fabíola S. F. Pereira
FedCSIS'22
UlyssesSD-Br: Stance Detection in Brazilian Political Polls
Dyonnatan F. Maia, Nádia F. F. Silva, Ellen P. R. Souza, Augusto S. Nunes, Lucas C. Procópio, Guthemberg da S. Sampaio, Márcio de S. Dias, Adrio O. Alves, Dyéssica F. Maia, Ingrid A. Ribeiro, Fabíola S. F. Pereira and André P. de L. F. de Carvalho
EPIA'22
Expanding Ulysses Named Entity Recognition Corpus with Informal User-generated Text
Rosimeire Pereira da Costa, Hidelberg Oliveira Albuquerque, Gabriel Silvestre, Nádia Félix F. da Silva, Ellen Polliana Ramos Souza, Augusto Sousa Nunes, Márcio de Souza Dias, Fabíola S. F. Pereira, André P. de L. F. de Carvalho, Miguel Gardini, Vinicius Silva, Adriano L. I. Oliveira, Matheus Silva, João Vitor Beinotti, João Pedro Tarrega, Felipe Siqueira and Douglas Vitório
EPIA'22
Relato de experiência da criação do grupo #include<girls>: onde estamos agora e o que vem a seguir
WIT'22
[paper]
2021
Evaluating Topic Models in Portuguese Political Comments about Bills from Brazil's Chamber of Deputies
SILVA, Nádia F. F. da; SILVA, Marília Costa R.; PEREIRA, Fabíola S. F.; TARREGA, João Pedro M.; BEINOTTI, João Vitor P.; FONSECA, Márcio; ANDRADE, Francisco Edmundo de; CARVALHO, André C. P. de L. F. de
Brazilian Conference on Intelligent Systems (BRACIS'21)
[paper]
Characterizing the Propagation of Rumors on Twitter using Temporal Textual Networks (in portuguese)
Pereira, F.S.F.
Brazilian Workshop on Social Network Analysis and Mining (BraSNAM'21)
[paper]
2020
Gradient Boosting Machine and LSTM Network for Online Harassment Detection and Categorization in Social Media
Pereira, F., Andrade, T., Carvalho, A.
SIMAH (Social Media And Harassment) Competition - co-located with ECML/PKDD 2019
[paper]
Visual analysis for evaluation of community detection algorithms
Linhares, C., Ponciano, J., Pereira, F. S. F. , Rocha, L., Paiva, J., Travençolo, B.
Multimedia Tools and Applications
[paper]
2019
User Preference Dynamics on Evolving Social Networks - Learning, Modeling and Prediction
Pereira, F., Oliveira, G., Gama, J.
Concurso de Teses e Dissertações - Webmedia'19
[paper]
A Scalable Node Ordering Strategy Based on Community Structure for Enhanced Temporal Network Visualization
Linhares, C., Ponciano, J., Pereira, F. S. F. , Rocha, L., Paiva, J., Travençolo, B.
Computers & Graphics Journal
[paper]
Feature-based Time Series Classification for Service Request Opening Prediction in the Telecom Industry
Pereira, F. S. F. , Carvalho, A. C. P. L. F., Assis, R., Costa, M., Faria, E., Julia, R., Barcelos, U., Melo, T.
EPIA Conference on Artificial Intelligence (EPIA'19)
[paper]
On Analyzing Musical Preference Evolution using Temporal Similarity Networks
Pereira, F.S.F., Linhares, C., Ponciano, J., Amo, S., Gama, J., Oliveira, G.
iSys - Brazilian Journal of Information Systems
[paper]
Processing Evolving Social Networks for Change Detection based on Centrality Measures
Pereira, F. S. F. , Tabassum, S., Gama, J., Amo, S., Oliveira, G. M. B.
Learning from Data Streams in Evolving Environments, Springer Book
[paper]
2018
Knowledge Discovery from Temporal Social Networks
Tabassum, S.; Pereira, F. S. F. ; Gama, J.
IEEE Intelligent Informatics Bulletin - Feature Article
Vol 19 no 2
[paper]
On Analyzing User Preference Dynamics with Temporal Social Networks
Pereira, F.S.F., Gama, J., Amo, S., Oliveira, G.
Machine Learning Journal
[paper]
That's my jam! Uma Análise Temporal sobre a Evolução das Preferências dos Usuários em uma Rede Social de Músicas
Pereira, F.S.F., Linhares, C., Ponciano, J., Amo, S., Gama, J., Oliveira, G.
Brazilian Workshop on Social Network Analysis and Mining (BraSNAM'18)
[paper][best paper award - 2nd place]
Social Network Analysis: An Overview
Tabassum, S., Pereira, F.S.F., Fernandes, S., Gama, J.
WIREs Data Mining and Knowledge Discovery
[paper]
Knowledge Discovery from Temporal Social Networks
Pereira, F. S. F. ; Tabassum, S.; Gama, J.
SIAM International Conference on Data Mining (SDM'18)
2017
It’s a matter of time! Knowledge Discovery from Temporal Social Networks (in portuguese)
Pereira, F. S. F. , Gama, J., Oliveira, G. M. B.
Tópicos em Gerenciamento de Dados e Informações
Short-course in Brazilian Symposium on Databases (SBBD'17)
Student Research Abstract: User Preferences Dynamics on Evolving Social Networks - Learning, Modeling and Prediction
Pereira, F. S. F.
32nd Annual ACM Symposium on Applied Computing (SRC SAC '17).
[paper][poster] [among top-5 posters]
2016
Detecting Events in Evolving Social Networks through Node Centrality Analysis
Pereira, F. S. F., Amo, S., Gama, J.
ECML/PKDD workshop on Large-scale Learning from Data Streams in Evolving Environments 2016, Italy (StreamEvolv'16)
[paper][presentation]
VP-Rec: A Hybrid Image Recommender Using Visual Perception Network
Crícia Z. Felício, Claudianne M. M. de Almeida, Guilherme Alves, Fabíola S. F. Pereira, Klérisson V. R. Paixão, Sandra de Amo and Celia A. Z. Barcelos
IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI'16)
[paper]
On Using Temporal Networks to Analyze User Preferences Dynamics
Pereira, F. S. F., Amo, S., Gama, J.
In 19th International Conference on Discovery Science, Bari, Italy, 2016 (DS'16)
[paper][presentation]
Evolving Centralities in Temporal Graphs: a Twitter Network Analysis
Pereira, F. S. F., Amo, S., Gama, J.
In 17th IEEE International Conference on Mobile Data Management, Porto, Portugal, 2016 (MDM'16)
[paper][presentation][dataset]
Visual Perception Similarities to Improve the Quality of User Cold Start Recommendations
Felício, C. Z., de Almeida, C. M. M., Alves, G., Pereira, F. S. F., Paixão, K. V. R., and de Amo, S.
In 29th Canadian Conference on Artificial Intelligence, Victoria, Canada, 2016 (Canadian AI'16)
[paper][presentation][poster][dataset]
Efficient Algorithms for Processing Preference Queries
Ribeiro, M. R., Pereira, F. S. F., Dias, V. V. S
In 2016 ACM Symposium on Applied Computing (ACM SAC'16).
[paper][presentation]
2015
Mineração de Preferências do Usuário em Textos de Redes Sociais usando Sentenças Comparativas
Pereira, F. S. F.; Amo, S.
In 2015 Symposium on Knowledge Discovery, Mining and Learning (KDMiLe'15).
[paper][presentation][dataset]
Mining Comparative Sentences from Social Media Text
Pereira, F. S. F.
In: 2nd Workshop on Data Mining and Natural Language Processing co-located with ECML/PKDD 2015 (DMNLP'15)
[paper][presentation][dataset]
2010
Evaluation of Conditional Preference Queries
Pereira, F. S. F.; Amo, S.
Journal of Information and Data Management - JIDM, v. 1, p. 521-536, 2010.
[paper]
Tree pattern mining with tree automata constraints
de Amo, S.; Silva, N. A.; Silva, R. P. ; Pereira, F. S. F.
Information Systems (Oxford), v. 35, p. 570-591, 2010.
[paper]
Integrating User Preference to Similarity Queries over Medical Images Datasets
Ferreira, M. R. P. ; Pereira, F. S. F. ; Amo, S. ; Traina, C. ; Traina, A. ; Ponciano-Silva, M. ; Chbeir, R.
In: 23rd IEEE International Symposium on Computer-Based Medical System, 2010, Perth. (CBMS'10)
[paper] [presentation]
Implementação de uma Linguagem de Consulta com Suporte a Preferências Condicionais.
Pereira, F. S. F. ; Amo, S.
In: XXV Simpósio Brasileiro de Banco de Dados, 2010, Belo Horizonte - Workshop Teses e Dissertações, 2010 (SBBD'10)
[paper]
2007
Constraint-based Tree Pattern Mining.
Amo, S. A. ; Silva, N. A. A. ; Silva, R. P. ; Pereira, F. S. F.
In: Simpósio Brasileiro de Banco de Dados, 2007, João Pessoa. (SBBD'07)
[paper]