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 |
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ASJC Scopus subject areas
- Computer Science(all)
- Theoretical Computer Science
Cite this
Knowledge discovery support from a meningoencephalitis dataset using an automatic composition tool for inductive applications. / Hatazawa, Hiromitsu; Abe, Hidenao; Komori, Mao; Tachibana, Yoshiaki; Yamaguchi, Takahira.
New Frontiers in Artificial Intelligence - Joint JSAI 2001 Workshop Post-Proceedings. Vol. 2253 Springer Verlag, 2001. p. 500-507 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2253).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Knowledge discovery support from a meningoencephalitis dataset using an automatic composition tool for inductive applications
AU - Hatazawa, Hiromitsu
AU - Abe, Hidenao
AU - Komori, Mao
AU - Tachibana, Yoshiaki
AU - Yamaguchi, Takahira
PY - 2001
Y1 - 2001
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84974728201&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84974728201&partnerID=8YFLogxK
M3 - Conference contribution
SN - 9783540455486
VL - 2253
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 500
EP - 507
BT - New Frontiers in Artificial Intelligence - Joint JSAI 2001 Workshop Post-Proceedings
PB - Springer Verlag
ER -