Deep learning for big data applications in CAD and PLM – Research review, opportunities and case study

Author:

Dekhtiar Jonathan,Durupt Alexandre,Bricogne Matthieu,Eynard Benoit,Rowson Harvey,Kiritsis Dimitris

Funder

French Region “Hauts-de-France”

European Regional Development Fund (ERDF)

Publisher

Elsevier BV

Subject

General Engineering,General Computer Science

Reference115 articles.

1. Smart manufacturing, manufacturing intelligence and demand-dynamic performance;Davis;Comput. Chem. Eng.,2012

2. High-dimensional data analysis: the curses and blessings of dimensionality;Donoho;AMS Math Chall. Lect.,2000

3. Limits on learning machine accuracy imposed by data quality;Cortes,1995

4. Kryder's law;Walter;Sci. Am.,2005

5. The Zettabyte Era – Trends and Analysis,2016

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