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Data-driven and model-based design | IEEE Conference Publication | IEEE Xplore

Data-driven and model-based design


Abstract:

This paper explores novel research directions arising from the revolutions in artificial intelligence and the related fields of machine learning, data science, etc. We id...Show More

Abstract:

This paper explores novel research directions arising from the revolutions in artificial intelligence and the related fields of machine learning, data science, etc. We identify opportunities for system design to leverage the advances in these disciplines, as well as to identify and study new problems. Specifically, we propose Data-driven and Model-based Design (DMD) as a new system design paradigm, which combines model-based design with classic and novel techniques to learn models from data.
Date of Conference: 15-18 May 2018
Date Added to IEEE Xplore: 21 June 2018
ISBN Information:
Conference Location: St. Petersburg, Russia

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