Annibale Panichella

test case generation software testing many-objective optimization genetic algorithm software engineering evolutionary algorithms evolutionary testing traceability recovery evolutionary computation code coverage benchmark search-based software testing mutation testing branch coverage genetic drift information retrieval defect prediction machine learning software quality ensemble learning saner empirical software engineering large language models software robustness metamorphic testing large language model code2vec laser beams hierarchical clustering linkage learning mode sorter gecco 2022 wfg benchmark age-moea geodesic distance non-euclidean geometry newton-raphson method ai-based testing artificial intelligence empirical studies replication study search-based software egineering adaptive approaches non-euclidean distance advanced driver assistant systems computational intelligence pit jacoco icse2018 toolcompetition unit testing automated unit testing competition statistical analysis java crash replication crash reproduction evosuite genetic algorithms clustering analysis automated tool model based testing authentication protocol security testing formal methods tool competition relevance feedback test case selection genetic diversity evolution direction singular value decomposition structural analysis multi-objective optimization software metrics