| Presentation | 2004/11/28 Development and Evaluation of an Integrated Time-Series KDD Environment : A Case Study of Medical KDD on Hepatitis(Medical Data Mining)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining) MIHO OHSAKI, HIDENAO ABE, SHINYA KITAGUCHI, SHUNJI KUME, HIDETO YOKOI, TAKAHIRA YAMAGUCHI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have been conducting case studies for clinical dataset on hepatitis, a common chronic disease, to realize a comprehensive KDD environment for medical time series data. We here propose a new pattern extraction algorithm and embed the algorithm in our latest mining system. This paper reports the rules generated by the mining system and their evaluation results by a medical expert. It also reports the KDD methodology obtained through the case studies and how to extend the mining system to a comprehensive KDD environment. |
| Keyword(in Japanese) | (See Japanese page) |
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| Paper # | AI2004-41 |
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| Committee | AI |
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| Conference Date | 2004/11/28(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development and Evaluation of an Integrated Time-Series KDD Environment : A Case Study of Medical KDD on Hepatitis(Medical Data Mining)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining) |
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| 1st Author's Name | MIHO OHSAKI |
| 1st Author's Affiliation | Doshisha University() |
| 2nd Author's Name | HIDENAO ABE |
| 2nd Author's Affiliation | Shimane University |
| 3rd Author's Name | SHINYA KITAGUCHI |
| 3rd Author's Affiliation | Shizuoka University |
| 4th Author's Name | SHUNJI KUME |
| 4th Author's Affiliation | Shizuoka University |
| 5th Author's Name | HIDETO YOKOI |
| 5th Author's Affiliation | Chiba University Hospital |
| 6th Author's Name | TAKAHIRA YAMAGUCHI |
| 6th Author's Affiliation | Keio University |
| Date | 2004/11/28 |
| Paper # | AI2004-41 |
| Volume (vol) | vol.104 |
| Number (no) | 486 |
| Page | pp.pp.- |
| #Pages | 6 |
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