ML Anthology

Knowledge-Based Equation Discovery in Engineering Domains

R. Bharat Rao, Stephen C. Y. Lu, Robert E. Stepp
ICML 1991 pp. 630-634
doi:10.1016/B978-1-55860-200-7.50128-8 /icml/1991/rao1991icml-knowledge/

Abstract

Machine learning techniques that can compress datasets into relationships that underlie the data have great utility for engineers. Most model discovery systems are not well suited to discovering comprehensible models in engineering domains. In this paper we present KEDS, a Knowledge-based Equation Discovery System, which uses a model-driven approach to discover equations and thereby build models from engineering data.

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Cite

Text

Rao et al. "Knowledge-Based Equation Discovery in Engineering Domains." International Conference on Machine Learning, 1991. doi:10.1016/B978-1-55860-200-7.50128-8

Markdown

[Rao et al. "Knowledge-Based Equation Discovery in Engineering Domains." International Conference on Machine Learning, 1991.](https://mlanthology.org/icml/1991/rao1991icml-knowledge/) doi:10.1016/B978-1-55860-200-7.50128-8

BibTeX

@inproceedings{rao1991icml-knowledge,
  title     = {{Knowledge-Based Equation Discovery in Engineering Domains}},
  author    = {Rao, R. Bharat and Lu, Stephen C. Y. and Stepp, Robert E.},
  booktitle = {International Conference on Machine Learning},
  year      = {1991},
  pages     = {630-634},
  doi       = {10.1016/B978-1-55860-200-7.50128-8},
  url       = {https://mlanthology.org/icml/1991/rao1991icml-knowledge/}
}