6 citations · 16 across the 17 of their papers we have counts for
4 papers · 1 filter
Search-based Software Testing Driven by Domain Knowledge: Reflections and New Perspectives
Federico Formica, Mark Lawford, Claudio Menghi
Search-based Software Testing (SBST) can automatically generate test cases to search for requirements violations. Unlike manual test case development, it can generate a substantial…
Feature-Guided Analysis of Neural Networks: A Replication Study
Federico Formica, Stefano Gregis, Aurora Francesca Zanenga +3
Understanding why neural networks make certain decisions is pivotal for their use in safety-critical applications. Feature-Guided Analysis (FGA) extracts slices of neural networks…
Engineering Automotive Digital Twins on Standardized Architectures: A Case Study
Stefan Ramdhan, Winnie Trandinh, Istvan David +2
Digital twin (DT) technology has become of interest in the automotive industry. There is a growing need for smarter services that utilize the unique capabilities of DTs, ranging fr…
Search-based Testing of Simulink Models with Requirements Tables
Federico Formica, Chris George, Shayda Rahmatyan +4
Search-based software testing (SBST) of Simulink models helps find scenarios that demonstrate that the system can reach a state that violates one of its requirements. However, many…