Mapping customer needs to design parameters in the front end of product design by applying deep learning

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

John Lafferty, Andrew McCallum, Fernando C. N. Pereira · Scholarly Commons (University of Pennsylvania) · 2001 · 13K citations · Full text

Computing, Computer Science, Computational Linguistics +12

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

Computing, Computer Science, Computational Linguistics +12

Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection

D. R. Weimer, Bernd Scholz‐Reiter, M. Shpitalni · CIRP Annals · 2016 · 564 citations

Computing, Computer Science, Industrial Engineering +16

Product configuration frameworks-a survey

D.D. Sabin, Randolph R. Weigel · IEEE Intelligent Systems and their Applications · 1998 · 466 citations · Full text

Engineering, Manufacturing Engineering, Systems Engineering +16