ML Anthology

Noise and Knowledge Acquisition

Michel Manago, Yves Kodratoff
IJCAI 1987 pp. 348-354
/ijcai/1987/manago1987ijcai-noise/

Abstract

In this paper we analyse how noise can affect Knowledge Acquisition from a Machine Learning perspective. We present some methods to detect and treat noise that goes beyond modulating numerical coefficients and show that noise cannot be viewed as a single entity. There are several different types of noise and noise is not only wrong information. I.

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Text

Manago and Kodratoff. "Noise and Knowledge Acquisition." International Joint Conference on Artificial Intelligence, 1987.

Markdown

[Manago and Kodratoff. "Noise and Knowledge Acquisition." International Joint Conference on Artificial Intelligence, 1987.](https://mlanthology.org/ijcai/1987/manago1987ijcai-noise/)

BibTeX

@inproceedings{manago1987ijcai-noise,
  title     = {{Noise and Knowledge Acquisition}},
  author    = {Manago, Michel and Kodratoff, Yves},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {1987},
  pages     = {348-354},
  url       = {https://mlanthology.org/ijcai/1987/manago1987ijcai-noise/}
}