Combining FOIL and EBG to Speed-up Logic Programs

Zelle, John M.; Mooney, Raymond J.

Combining FOIL and EBG to Speed-up Logic Programs

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Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence. Machine Learning. Pages 1106-1112.

Abstract

This paper presents an algorithm that combines traditional EBL techniques and recent developments in inductive logic programming to learn effective clause selection rules for Prolog programs. When these control rules are incorporated into the original program, significant speed-up may be achieved. The algorithm is shown to be an improvement over competing EBL approaches in several domains. Additionally, the algorithm is capable of automatically transforming some intractable algorithms into ones that run in polynomial time.

John M. Zelle, and Raymond J. Mooney. 1993. Combining FOIL and EBG to Speed-up Logic Programs. In Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence, IJCAI-93. IJCAI, 1106–1112. https://ijcai.org/proceedings/1993/153

@inproceedings{ijcai1993p153,
  title     = {Combining FOIL and EBG to Speed-up Logic Programs},
  author    = {Zelle, John M. and Mooney, Raymond J.},
  booktitle = {Proceedings of the Thirteenth International Joint Conference on
               Artificial Intelligence, {IJCAI-93}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Ruzena Bajcsy},
  pages     = {1106--1112},
  year      = {1993},
  note      = {Machine Learning},
  url       = {https://ijcai.org/proceedings/1993/153},
}

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TI  - Combining FOIL and EBG to Speed-up Logic Programs
AU  - Zelle, John M.
AU  - Mooney, Raymond J.
T2  - Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence, IJCAI-93
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1993
SP  - 1106
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UR  - https://ijcai.org/proceedings/1993/153
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