Grammar Based Directed Testing of Machine Learning Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Software Engineering"
DOI: 10.1109/tse.2019.2953066
Abstract: The massive progress of machine learning has seen its application over a variety of domains in the past decade. But how do we develop a systematic, scalable and modular strategy to validate machine-learning systems? We… read more here.
Keywords: machine; machine learning; grammar based; learning systems ... See more keywords
Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology
Sign Up to like & getrecommendations! Published in 2018 at "BMC Bioinformatics"
DOI: 10.1186/s12859-018-2233-z
Abstract: BackgroundAsthma and allergies prevalence increased in recent decades, being a serious global health problem. They are complex diseases with strong contextual influence, so that the use of advanced machine learning tools such as genetic programming… read more here.
Keywords: grammar based; genetic programming; mggp; multiobjective grammar ... See more keywords