João R. Campos

Improving Failure Prediction by Ensembling the Decisions of Machine Learning Models: A Case Study

João R. Campos, Ernesto Costa, Marco Vieira · IEEE Access · 2019 · 20 citations · Full text

Computing, Computer Science, Machine Learning +16

Exploratory Study of Machine Learning Techniques for Supporting Failure Prediction

João R. Campos, Marco Vieira, Ernesto Costa · 2018 · 17 citations · Full text

Computing, Computer Engineering, Computer Science +15

Visualisation of Random Forest classification

Catarina Maç�ãs, João R. Campos, Nuno Lourenço et al. · Information Visualization · 2024 · 13 citations · Full text

Computing, Visualization, Data Mining +13

Fault Injection to Generate Failure Data for Failure Prediction: A Case Study

João R. Campos, Ernesto Costa · 2020 · 11 citations · Full text

Computing, Computer Engineering, Computer Science +17

An Exploratory Study on Machine Learning to Combine Security Vulnerability Alerts from Static Analysis Tools

José D’Abruzzo Pereira, João R. Campos, Marco Vieira · 2019 · 10 citations · Full text

Computing, Computer Science, Cybersecurity +16