9 citations · 9 across the 3 of their papers we have counts for
3 papers
Understanding Online Failure Prediction in Linux Through Complementary Multi-View Explainability
Diogo Dória, João R. Campos
Accurate Online Failure Prediction (OFP) has been shown to be feasible in Operating Systems (OSs) settings, but prediction alone is not sufficient for practical adoption. Without d…
Position: Certifiable State Integrity Should Be Built from Local Validity, Not Global Scale
Enzo Nicolás Spotorno, Joao R. Campos, Antônio Augusto Medeiros Fröhlich
Breakthroughs in language and vision have motivated increasingly general foundation models for time series and physical dynamics, where evidence is promising but less mature. In sa…
Propheticus: Machine Learning Framework for the Development of Predictive Models for Reliable and Secure Software
João R. Campos, Marco Vieira, Ernesto Costa
The growing complexity of software calls for innovative solutions that support the deployment of reliable and secure software. Machine Learning (ML) has shown its applicability to…