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Contribution Details
| Type | Conference or Workshop Paper |
| Scope | Discipline-based scholarship |
| Published in Proceedings | Yes |
| Title | eProPlan: a tool to model automatic generation of data mining workflows |
| Organization Unit | |
| Authors |
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| Presentation Type | paper |
| Item Subtype | Original Work |
| Refereed | Yes |
| Status | Published in final form |
| Language |
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| Page Range | 15 - 17 |
| Event Title | 3rd Planning to Learn Workshop (WS9) at ECAI'10 |
| Event Type | workshop |
| Event Location | Lisbon, Portugal |
| Event Start Date | August 16 - 2010 |
| Event End Date | August 20 - 2010 |
| Abstract Text | This paper introduces the first ontological modeling environment for planning Knowledge Discovery (KDD) workflows. We use ontological reasoning combined with AI planning techniques to automatically generate workflows for solving Data Mining (DM) problems. The KDD researchers can easily model not only their DM and preprocessing operators but also their DM tasks, that are used to guide the workflow generation. |
| Other Identification Number | 1425; merlin-id:42 |
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