Please use this identifier to cite or link to this item:
https://hdl.handle.net/10216/76037| Author(s): | Rui Camacho |
| Title: | Improving the efficiency of ILP systems using an incremental language level search |
| Issue Date: | 2002 |
| Abstract: | We propose and evaluate a technique to improve the eciency of an ILP system. The technique avoids the generation of useless hypotheses. It denes a language bias coupled with a search strategy and is called Incremental Language Level Search (ILLS). The techniques have been encoded in the ILP system IndLog. The proposal leads to substantial eciency improvements in a set of ILP datasets referenced on the literature. |
| Subject: | Engenharia de computadores, Engenharia electrotécnica, electrónica e informática Computer engineering, Electrical engineering, Electronic engineering, Information engineering |
| Scientific areas: | Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática Engineering and technology::Electrical engineering, Electronic engineering, Information engineering |
| URI: | https://hdl.handle.net/10216/76037 |
| Source: | Twelfth Belgian-Dutch Conference on Machine Learning (Benelearn 2002) |
| Document Type: | Artigo em Livro de Atas de Conferência Internacional |
| Rights: | openAccess |
| License: | https://creativecommons.org/licenses/by-nc/4.0/ |
| Appears in Collections: | FEUP - Artigo em Livro de Atas de Conferência Internacional |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 64594.pdf | Improving the efficiency of ILP systems using an Incremental Language Level Search | 252.24 kB | Adobe PDF |  View/Open |
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