Abstract
Here is presented CAMLET that is a platform for automatic composition of inductive applications using ontologies that specify inductive learning methods. CAMLET constructs inductive applications using process and object ontologies. We have applied CAMLET to a meningoencephalitis dataset and evaluated CAMLET. The experimental results have shown us that it supports a human expert in discovering knowledge interesting to him.
| Original language | English |
|---|---|
| Title of host publication | New Frontiers in Artificial Intelligence - Joint JSAI 2001 Workshop Post-Proceedings |
| Publisher | Springer Verlag |
| Pages | 500-507 |
| Number of pages | 8 |
| Volume | 2253 |
| ISBN (Print) | 9783540455486 |
| Publication status | Published - 2001 |
| Externally published | Yes |
| Event | 15th International Workshop on Japanese Society for Artificial Intelligence, JSAI 2001 - Matsue City, Japan Duration: 2001 May 20 → 2001 May 25 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 2253 |
| ISSN (Print) | 03029743 |
| ISSN (Electronic) | 16113349 |
Other
| Other | 15th International Workshop on Japanese Society for Artificial Intelligence, JSAI 2001 |
|---|---|
| Country | Japan |
| City | Matsue City |
| Period | 01/5/20 → 01/5/25 |
ASJC Scopus subject areas
- Computer Science(all)
- Theoretical Computer Science
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Cite this
Hatazawa, H., Abe, H., Komori, M., Tachibana, Y., & Yamaguchi, T. (2001). Knowledge discovery support from a meningoencephalitis dataset using an automatic composition tool for inductive applications. In New Frontiers in Artificial Intelligence - Joint JSAI 2001 Workshop Post-Proceedings (Vol. 2253, pp. 500-507). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2253). Springer Verlag.