From the 1 of 3 linked papers with an AI index.
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…
Propheticus: Machine Learning Framework for the Development of Predictive Models for Reliable and Secure Software
João R. Campos, Marco Vieira, Ernesto Costa
The paper introduces Propheticus, a machine learning framework that simplifies the creation of predictive models for reliable and secure software, and demonstrates its use on vulne…
Position: Certifiable State Integrity Should Be Built from Local Validity, Not Global Scale
Enzo Nicolás Spotorno, Enzo Nicolás Spotorno, Antônio Augusto Medeiros Fröhlich +2
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…