Implementation of topic modeling (LDA) for feature location
Latent Dirichlet Allocation (LDA) is one of the most popular topic modeling methods. Topic modeling is a popular and promising information retrieval technique that represents topics by word probabilities. Here you cand find our open-source implementation of the LDA...
Implementation of strategies for nonconforming individuals when searching in model artifacts
The search space can be huge when searching in model artifacts (magnitudes of around 10150 for models of 500 elements). By handling the nonconforming individuals, the search space can be drastically reduced. We present a set of nine generic strategies for...
Implementation of automatic Query Reformulations as Genetic Operations
In the combination of Model-Driven Engineering (MDE) and Search-Based Software Engineering (SBSE), genetic operations are one of the key ingredients. Our work proposes a novel adaptation of automatic query reformulations as genetic operations that leverage...
EMoGen tool: Evolutionary Model Generation
EMoGen generates software models that are comparable in quality to the models created by human developers. Automatically generating human-competitive software models is a challenging task. Fully achieving it spans the creation of model elements, the...
TLR-ELtoR tool: Evolutionary Learning to Rank for Traceability Link Recovery )
TLR-ELtoR recovers traceability links between a requirement and a model through the combination of evolutionary computation and machine learning techniques, generating as a result a ranking of model fragments that can realize the requirement. Our public online...
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- Choose wisely! There are at least 23 Architectural Languages to describe software systems from @ObjectMgmtGroup UML… https://t.co/ywY6L3VgEP
about 4 months ago
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