Automatic Composition and Optimization of Multicomponent Predictive Systems With an Extended Auto-WEKA
نویسندگان
چکیده
منابع مشابه
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Automation of composition and optimisation of multicomponent predictive systems (MCPSs) made of a number of preprocessing steps and predictive models is a challenging problem that has been addressed in recent works. However, one of the current challenges is how to adapt these systems in dynamic environments where data is changing over time. In this work we propose a hybrid approach combining di...
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ژورنال
عنوان ژورنال: IEEE Transactions on Automation Science and Engineering
سال: 2019
ISSN: 1545-5955,1558-3783
DOI: 10.1109/tase.2018.2876430