Designing integrated learning systems for engineering design

Yoram Reich

doi:10.1016/B978-1-55860-200-7.50129-X

Designing integrated learning systems for engineering design

Yoram Reich^*

^*Corresponding author for this work

Carnegie Mellon University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

The acquisition of design knowledge is a complex task. This paper prescribes a methodology that assists in the identification of machine learning techniques that partially automate design knowledge acquisition. The use of this method is illustrated in the design of two learning systems: BRIDGER and Boss. The conclusions elaborate on the general issues involved in the use of learning in engineering design triggered by these two programs.

Original language	English
Title of host publication	Proceedings of the 8th International Workshop on Machine Learning, ICML 1991
Editors	Lawrence A. Birnbaum, Gregg C. Collins
Publisher	Morgan Kaufmann Publishers, Inc.
Pages	635-639
Number of pages	5
ISBN (Electronic)	1558602003, 9781558602007
DOIs	https://doi.org/10.1016/B978-1-55860-200-7.50129-X
State	Published - 1991
Externally published	Yes
Event	8th International Workshop on Machine Learning, ICML 1991 - Evanston, United States Duration: 1 Jun 1991 → …

Publication series

Name	Proceedings of the 8th International Workshop on Machine Learning, ICML 1991

Conference

Conference	8th International Workshop on Machine Learning, ICML 1991
Country/Territory	United States
City	Evanston
Period	1/06/91 → …

Funding

Funders	Funder number
National Science Foundation Engineering Research Center

Access to Document

10.1016/B978-1-55860-200-7.50129-X

Cite this

Reich, Y. (1991). Designing integrated learning systems for engineering design. In L. A. Birnbaum, & G. C. Collins (Eds.), Proceedings of the 8th International Workshop on Machine Learning, ICML 1991 (pp. 635-639). (Proceedings of the 8th International Workshop on Machine Learning, ICML 1991). Morgan Kaufmann Publishers, Inc.. https://doi.org/10.1016/B978-1-55860-200-7.50129-X

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Reich, Y 1991, Designing integrated learning systems for engineering design. in LA Birnbaum & GC Collins (eds), Proceedings of the 8th International Workshop on Machine Learning, ICML 1991. Proceedings of the 8th International Workshop on Machine Learning, ICML 1991, Morgan Kaufmann Publishers, Inc., pp. 635-639, 8th International Workshop on Machine Learning, ICML 1991, Evanston, United States, 1/06/91. https://doi.org/10.1016/B978-1-55860-200-7.50129-X

Designing integrated learning systems for engineering design. / Reich, Yoram.
Proceedings of the 8th International Workshop on Machine Learning, ICML 1991. ed. / Lawrence A. Birnbaum; Gregg C. Collins. Morgan Kaufmann Publishers, Inc., 1991. p. 635-639 (Proceedings of the 8th International Workshop on Machine Learning, ICML 1991).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Designing integrated learning systems for engineering design

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