Adjusting Bias in Concept Learning

Abstract

We approach concept learning as a heuristic search through a space of concepts for a concept that satisfies the learning task at hand The heuristics represent bias that the concept learning program employs when forming an inductive generalization. We present a model of bias adjustment and report our experience with an implementation of the model.

Cite

Text

Utgoff. "Adjusting Bias in Concept Learning." International Joint Conference on Artificial Intelligence, 1983.

Markdown

[Utgoff. "Adjusting Bias in Concept Learning." International Joint Conference on Artificial Intelligence, 1983.](https://mlanthology.org/ijcai/1983/utgoff1983ijcai-adjusting/)

BibTeX

@inproceedings{utgoff1983ijcai-adjusting,
  title     = {{Adjusting Bias in Concept Learning}},
  author    = {Utgoff, Paul E.},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {1983},
  pages     = {447-449},
  url       = {https://mlanthology.org/ijcai/1983/utgoff1983ijcai-adjusting/}
}