SMART+: A Multi-Strategy Learning Tool

@inproceedings{Botta1993SMARTAM,
  title={SMART+: A Multi-Strategy Learning Tool},
  author={Marco Botta and Attilio Giordana},
  booktitle={IJCAI},
  year={1993}
}
Inducing concept descriptions in First Order Logic is inherently a complex task. There are two main reasons: on one hand, the task is usually formulated as a search problem inside a very large space of logical descriptions which needs strong heuristics to be kept to manageable size. On the other hand, most developed algorithms are unable to handle numerical features, typically occurring in realworld data. In this paper, we describe the learning system SMART+, that embeds sophisticated knowledge… CONTINUE READING
Highly Cited
This paper has 58 citations. REVIEW CITATIONS
34 Citations
18 References
Similar Papers

Citations

Publications citing this paper.

59 Citations

0510'93'98'04'10'16
Citations per Year
Semantic Scholar estimates that this publication has 59 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 18 references

Guiding Induction with Domain Theories

  • F. Bergadano, A. Giordana
  • Machine Learning: An Artificial Intelligence…
  • 1990
Highly Influential
3 Excerpts

Explanation and Prediction: An Architecture for Default and Abductive Reasoning

  • D. Poole
  • [Poole,
  • 1989
2 Excerpts

Genetic Algorithms

  • D. E. Goldberg
  • Addison-Wesley Publishing Company, Reading, MA
  • 1989
1 Excerpt

Bergadano et a l

  • F. Bergadano, A. Giordana, L. Saitta
  • IEEE Transaction on Pattern Analysis and Machine…
  • 1988

Similar Papers

Loading similar papers…