Author

Nedim Zaimovic

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#software testing Oct 2026

Optimizing model-based generated tests for safety-critical embedded software

A test suite optimization approach that leverages symbolic classification, a greedy algorithm, and a similarity measure reduces MBT-generated test suites for embedded software by identifying and eliminating redundancy while minimizing its impact on the fault detection rate.

Muhammad Nouman Zafar, Wasif Afzal, Eduard Paul Enoiu et al. · Software quality journal · 0 citations

#small language model Open access Aug 2026

Let’s read the log: root cause analysis of railway test execution logs with large language models

Results showed that long-context LLMs tended to achieve higher accuracy than smaller models, suggesting that LLMs are currently better suited to support human-in-the-loop root cause analysis than to fully automate it, and motivating further work to improve prediction accuracy for log-based RCA.

Rahmanu Hermawan, Alessio Bucaioni, Eduard Paul Enoiu et al. · Innovations in Systems and S... · 0 citations