Academic Dropout in Brazilian Universities: Development of Algorithms for Risk Profile Identification
Vitória Santos, Wladmir Cardoso Brandão
28th International Conference on Enterprise Information Systems · 2026
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Research by the coordinator and collaborators since 2017: 12 journal articles, 41 conference papers and 4 accepted articles.
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CAGE: An Evaluation Framework for Cache-Augmented Generation Models
Lucas Mariano do Carmo, Wladmir Cardoso Brandão, Henrique Cota de Freitas
25º Workshop em Desempenho de Sistemas Computacionais e de Comunicação · 2026
CommentGuard: Detecting Elsagate Content through Linguistic Analysis of YouTube Video Comments
Helena Fernandes, Wladmir Cardoso Brandão
28th International Conference on Enterprise Information Systems · 2026
Mapping Scientific Output to the Sustainable Development Goals (SDGs) via Multilingual Multi-label Classification
Vinícius Augusto Alves Santos Mello, Carlos Basílio Pinheiro, Wladmir Cardoso Brandão
28th International Conference on Enterprise Information Systems · 2026
Evaluating LLM-Based Resume Information Extraction
Arthur Rodrigues Soares de Quadros, Wesley Nogueira Galvão, Victória Emanuela Alves Oliveira, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
SN Computer Science · 2026
A Comprehensive Survey on Datasets for Affective Computing and Mental Disorder
Rodrigo Bessa Sze, Wladmir Cardoso Brandão
IEEE Transactions on Affective Computing · 2025
Evaluating LLM-Based Resume Information Extraction: A Comparative Study of Zero-Shot and One-Shot Learning Approaches in Portuguese-Specific and Multi-Language LLMs
Arthur Rodrigues Soares de Quadros, Wesley Nogueira Galvão, Victória Emanuela Alves Oliveira, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
21st International Conference on Web Information Systems and Technologies · 2025
Multi-Class Bias Mitigation Methods for Classification Without Discrimination
Arthur Rodrigues Soares de Quadros, Dauberson Alves Mol, Jéssica da Assunção Almeida de Lima, Sarah Luiza de Souza Magalhães, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
SN Computer Science · 2025
Predicting B2B Customer Churn and Measuring the Impact of Machine Learning-Based Retention Strategies
Victória Emanuela Alves Oliveira, Amanda Cristina da Costa Guimarães, Arthur Rodrigues Soares de Quadros, Reynold Navarro Mazo, Rickson Livio de Souza Gaspar, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
27th International Conference on Enterprise Information Systems · 2025
Predicting Employee Turnover Using Personality Assessment: A Data-Driven Approach
Reynold Navarro Mazo, Maurício Pereira Nogueira-Júnior, Arthur Rodrigues Soares de Quadros, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
27th International Conference on Enterprise Information Systems · 2025
Beyond Employee Turnover Prediction: Generalized Data Spatial Dependencies
Sandra Maria Pereira, Jéssica da Assunção Almeida de Lima, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
LECTURE NOTES IN BUSINESS INFORMATION PROCESSING · 2025
Exploiting Subject and Sender Features for Learning to Predict E-mail Open Rates
Daniel Vitor de Oliveira Santos, Wladmir Cardoso Brandão
LECTURE NOTES IN BUSINESS INFORMATION PROCESSING · 2025
Integrating Usage Insights with AI Modeling for Churn Detection in B2B Environments
Arthur Rodrigues Soares de Quadros, Victória Emanuela Alves Oliveira, Amanda Cristina da Costa Guimarães, Reynold Navarro Mazo, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
LECTURE NOTES IN BUSINESS INFORMATION PROCESSING · 2025
EQNet: A Post-Processing Approach to Manage Popularity Bias in Collaborative Filter Recommender Systems
Gabriel Bálbio Vieira Machado, Wladmir Cardoso Brandão, Humberto Torres Marques Neto
26th International Conference on Enterprise Information Systems · 2024
Exploiting Data Spatial Dependencies for Employee Turnover Prediction
Sandra Maria Pereira, Jéssica da Assunção Almeida de Lima, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
20th International Conference on Web Information Systems and Technologies · 2024
Gamified Mobile App (MobERAS) for Telemonitoring Patients in the Postoperative Period Based on the Enhanced Recovery after Surgery Program: Development and Validation Study
Aline Evangelista Santiago, Victor Pezzi Gazzinelli Cruz, Rafaela de Souza Furtado, Eduardo Batista Cândido, Wladmir Cardoso Brandão, Agnaldo Lopes da Silva Filho
JMIR Perioperative Medicine · 2024
Large Language Models (LLMs): A systematic study in Administration and Business
Gabriel Rodrigo Gomes Pessanha, Alessandro Garcia Vieira, Wladmir Cardoso Brandão
RAM. REVISTA DE ADMINISTRAÇÃO MACKENZIE (ONLINE) · 2024
Learning to Predict Email Open Rates Using Subject and Sender
Daniel Vitor de Oliveira Santos, Wladmir Cardoso Brandão
20th International Conference on Web Information Systems and Technologies · 2024
Temporal Analysis of Brazilian Presidential Election on Twitter Based on Formal Concept Analysis
Daniel Machado Osório Pereira, Julio Cesar Vale Neves, Wladmir Cardoso Brandão, Mark Alan Junho Song
20th International Conference on Web Information Systems and Technologies · 2024
A Probabilistic Mapping Approach to Assess the Employee Behavior Profile
Alessandro Garcia Vieira, Ana Carolina Conceição de Jesus, Jéssica da Assunção Almeida de Lima, Richard Vinicius Rezende Mariano, Giulia Zanon de Castro, Wladmir Cardoso Brandão
2023 IEEE 25th Conference on Business Informatics (CBI) · 2023
An Unsupervised Approach for Study of the Relationship Between Behavioral Profile and Facial Expressions in Video Interviews
Ana Carolina Conceição de Jesus, Richard Vinicius Rezende Mariano, Alessandro Garcia Vieira, Jéssica da Assunção Almeida de Lima, Giulia Zanon de Castro, Wladmir Cardoso Brandão
25th International Conference on Enterprise Information Systems · 2023
Impacts of Social Factors in Wage Definitions
Arthur Rodrigues Soares de Quadros, Sarah Luiza de Souza Magalhães, Giulia Zanon de Castro, Jéssica da Assunção Almeida de Lima, Wladmir Cardoso Brandão, Alessandro Garcia Vieira
19th International Conference on Web Information Systems and Technologies · 2023
Natural Language Processing Approach for Classification of Archetypes Using Text on Business Environments
Richard Vinicius Rezende Mariano, Ana Carolina Conceição de Jesus, Alessandro Garcia Vieira, Jéssica da Assunção Almeida de Lima, Giulia Zanon de Castro, Wladmir Cardoso Brandão
25th International Conference on Enterprise Information Systems · 2023
Quality of information regarding abnormal uterine bleeding available online
Rogéria Andrade Werneck, Mariana Furtado Meinberg, Michael Zarnowski Passos, Wladmir Cardoso Brandão, Edgar Nunes de Moraes, Agnaldo Lopes da Silva Filho
European Journal of Obstetrics & Gynecology and Reproductive Biology · 2023
A gamificação da saúde
Rogério Adão Braga, Aline Evangelista Santiago, Wladmir Cardoso Brandão, Agnaldo Lopes da Silva Filho, Eduardo Batista Cândido
Revista Brasileira em Tecnologia da Informação · 2022
Evaluating the quality of HPV vaccine-related information on the Portuguese Internet
Michael Zarnowski Passos, Agnaldo Lopes da Silva Filho, Wladmir Cardoso Brandão, Mariana Furtado Meinberg, Rogéria Andrade Werneck
Human Vaccines & Immunotherapeutics · 2022
Temporal Evolution of Topics on Twitter
Daniel Machado Osório Pereira, Wladmir Cardoso Brandão, Mark Alan Junho Song
18th International Conference on Web Information Systems and Technologies · 2022
Assessing the Effectiveness of Multilingual Transformer-based Text Embeddings for Named Entity Recognition in Portuguese
Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão
23rd International Conference on Enterprise Information Systems · 2021
CHILDATTEND: A Neural Network based Approach to Assess Child Attendance in Social Project Activities
João Vitor Andrade Estrela, Wladmir Cardoso Brandão
23rd International Conference on Enterprise Information Systems · 2021
Evaluation of the quality of information available on the internet on vaginal meshes
Mariana Furtado Meinberg, Wladmir Cardoso Brandão, Rogéria Andrade Werneck, Michael Zarnowski Passos, Agnaldo Lopes da Silva Filho
European Journal of Obstetrics & Gynecology and Reproductive Biology · 2021
Improve Classification of Commits Maintenance Activities with Quantitative Changes in Source Code
Richard Vinicius Rezende Mariano, Geanderson Esteves dos Santos, Wladmir Cardoso Brandão
23rd International Conference on Enterprise Information Systems · 2021
Machine Learning Algorithms for Breast Cancer Detection in Mammography Images: A Comparative Study
Rhaylander Mendes de Miranda Almeida, Dehua Chen, Agnaldo Lopes da Silva Filho, Wladmir Cardoso Brandão
23rd International Conference on Enterprise Information Systems · 2021
NEWRITER: A Text Editor for Boosting Scientific Paper Writing
João Ribeiro Bezerra, Luís Fabrício Wanderley Goes, Wladmir Cardoso Brandão
23rd International Conference on Enterprise Information Systems · 2021
Ontology-based Approach for Business Opportunities Recognition
Vinícius Ferreira Salgado, Diego Bernardes de Lima Santos, Frederico Giffoni de Carvalho Dutra, Fernando Silva Parreiras, Wladmir Cardoso Brandão
23rd International Conference on Enterprise Information Systems · 2021
RECAID: A Sponsorship Recommendation Approach
William Johnny Bernardes de Oliveira, Wladmir Cardoso Brandão
23rd International Conference on Enterprise Information Systems · 2021
Predicting Crime by Exploiting Supervised Learning on Heterogeneous Data
Úrsula Rosa Monteiro de Castro, Marcos Wander Rodrigues, Wladmir Cardoso Brandão
22nd International Conference on Enterprise Information Systems · 2020
Sistema inteligente para identificação e monitoramento de fontes de informação: um estudo de caso na Companhia Energética de Minas Gerais
Eric de Paula Ferreira, Frederico Giffoni de Carvalho Dutra, Daniel Henrique Mourão Falci, Wladmir Cardoso Brandão, Fernando Silva Parreiras
Seminários em Administração (SemeAD) · 2020
An Approach for Collecting Real Estate Development News (P)
Vinícius Ferreira Salgado, Matheus de Oliveira Salim, Daniel Henrique Mourão Falci, Wladmir Cardoso Brandão, Fernando Silva Parreiras
The 31st International Conference on Software Engineering and Knowledge Engineering · 2019
Caracterizando Crimes da Web
Márcio Vinícius Campos da Silveira, Wladmir Cardoso Brandão
Brazilian Journal of Development · 2019
Evaluating Acceptance of Video Games using Convolutional Neural Networks for Sentiment Analysis of User Reviews
Augusto de Castro Vieira, Wladmir Cardoso Brandão
the 30th ACM Conference · 2019
Feature Changes in Source Code for Commit Classification Into Maintenance Activities
Richard Vinicius Rezende Mariano, Geanderson Esteves dos Santos, Markos Viggiato de Almeida, Wladmir Cardoso Brandão
2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) · 2019
GA-Eval: a neural network based approach to evaluate video games acceptance
Augusto de Castro Vieira, Wladmir Cardoso Brandão
Brazilian Symposium on Computer Games and Digital Entertainment (SBGAMES) · 2019
Heterogeneous Parallel Architecture for Inverted Index Generation
Felipe Augusto Lara Soares, Henrique Cota de Freitas, Tiago Batista da Silveira, Wladmir Cardoso Brandão
XX Simpósio em Sistemas Computacionais de Alto Desempenho · 2019
MobERAS: a mobile app to monitor and motivate gynecological oncology (GYO) patients to adhere to ERAS protocol
Aline Evangelista Santiago, Victor Pezzi Gazzinelli Cruz, Wladmir Cardoso Brandão, Agnaldo Lopes da Silva Filho
Annual Global Meeting of the International Gynecologic Cancer Society (IGCS) · 2019
Using recurrent neural networks for semantic role labeling in portuguese
Daniel Henrique Mourão Falci, Marco Antônio Calijorne Soares, Wladmir Cardoso Brandão, Fernando Silva Parreiras
EPIA Conference on Artificial Intelligence (EPIA) · 2019
A Neural Question Answering System for Supporting Software Engineering Students
Marco Antônio Calijorne Soares, Wladmir Cardoso Brandão, Fernando Silva Parreiras
2018 XIII Latin American Conference on Learning Technologies (LACLO) · 2018
Anotação semântica automática do currículo Lattes utilizando Linked Open Data
Walison Dias da Silva, Fernando Silva Parreiras, Luiz Cláudio Gomes Maia, Wladmir Cardoso Brandão
Perspectivas em Ciência da Informação (on line) · 2018
Exploiting linkedin to predict employee resignation likelihood
Ana Carolina Conceição de Jesus, Márcio Enio Gonçalves Dutra Júnior, Wladmir Cardoso Brandão
the 33rd Annual ACM Symposium · 2018
Filtering Graduate Courses based on LinkedIn Profiles
Leandro Figueira Lessa, Wladmir Cardoso Brandão
the 24th Brazilian Symposium on Multimedia and the Web · 2018
Predicting the Success of NFL Teams using Complex Network Analysis
Wladmir Cardoso Brandão, Matheus de Oliveira Salim
20th International Conference on Enterprise Information Systems · 2018
Recommending Scientific Collaboration from ResearchGate
Marcos Wander Rodrigues, Wladmir Cardoso Brandão, Luis Enrique Zárate Gálvez
2018 7th Brazilian Conference on Intelligent Systems (BRACIS) · 2018
Reconhecimento de entidades nomeadas em itens de produto da nota fiscal eletrônica
Leonardo Vilela Ribeiro, Wladmir Cardoso Brandão, Ígor Chagas Marques, Patrícia Helena Maia Alves de Andrade, Roberto Miranda Colares Júnior, Flávio Henrique Pereira de Oliveira, Regina Célia Vieira Kelles
Revista do Tribunal de Contas do Estado de Minas Gerais · 2018
SSV: An Interactive Visualization Approach for Social Media Stock-related Content Analysis
Felipe Lodur, Wladmir Cardoso Brandão
20th International Conference on Enterprise Information Systems · 2018
Automatic content recommendation and aggregation according to SCORM
Daniel Eugênio Neves, Wladmir Cardoso Brandão, Lucila Ishitani
INFORMATICS IN EDUCATION · 2017
Characterizing Crimes from Web
Márcio Vinícius Campos da Silveira, Wladmir Cardoso Brandão
VI Brazilian Workshop on Social Network Analysis and Mining · 2017
Formal Concept Analysis Applied to Professional Social Networks Analysis
Wladmir Cardoso Brandão, Paula Raissa Costa e Silva, Luis Enrique Zárate Gálvez, Mark Alan Junho Song, Sérgio Mariano Dias
19th International Conference on Enterprise Information Systems · 2017
Professional Competence Identification Through Formal Concept Analysis
Paula Raissa Costa e Silva, Sérgio Mariano Dias, Wladmir Cardoso Brandão, Mark Alan Junho Song, Luis Enrique Zárate Gálvez
International Conference on Enterprise Information Systems (ICEIS) · 2017
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