ML Anthology

Industrial Applications of ML: Illustrations for the KAML Dilemma and the CBR Dream

Yves Kodratoff
ECML-PKDD 1994 pp. 3-19
doi:10.1007/3-540-57868-4_47 /ecmlpkdd/1994/kodratoff1994ecml-industrial/

Abstract

This paper presents several industrial applications of ML in the context of their effort to solve the “KAML problem”, i.e., the problem of merging knowledge acquisition and machine learning techniques. Case-based reasoning is a possible alternative to the problem of acquiring highly compiled expert knowledge, but it raises also many new problems that must be solved before really efficient implementations are available.

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Cite

Text

Kodratoff. "Industrial Applications of ML: Illustrations for the KAML Dilemma and the CBR Dream." European Conference on Machine Learning, 1994. doi:10.1007/3-540-57868-4_47

Markdown

[Kodratoff. "Industrial Applications of ML: Illustrations for the KAML Dilemma and the CBR Dream." European Conference on Machine Learning, 1994.](https://mlanthology.org/ecmlpkdd/1994/kodratoff1994ecml-industrial/) doi:10.1007/3-540-57868-4_47

BibTeX

@inproceedings{kodratoff1994ecml-industrial,
  title     = {{Industrial Applications of ML: Illustrations for the KAML Dilemma and the CBR Dream}},
  author    = {Kodratoff, Yves},
  booktitle = {European Conference on Machine Learning},
  year      = {1994},
  pages     = {3-19},
  doi       = {10.1007/3-540-57868-4_47},
  url       = {https://mlanthology.org/ecmlpkdd/1994/kodratoff1994ecml-industrial/}
}