| Presentation | 2004/11/27 Multi-aspect Hepatitis Data Analysis(Medical Active Mining)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining) YASUO FUJITA, MUNEAKI OHSHIMA, NlNG ZHONG, HIDETO YOKOI, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | When IFN (interferon) is used for chronic hepatitis patients, various conceptual knowledge/rules will benefit for giving a treatment. In this paper, we describe an ongoing work on using various data mining agents including the GDT-RS inductive learning system for discovering classification rules, and the LOI (learning with ordered information) for discovering important features, in a multi-phase process for multi-aspect analysis of the hepatitis data. Our methodology and experimental results show that the perspective of doctors will be changed from a single type of experimental data analysis towards a holistic view, by using our multi-aspect mining approach. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | |
| Paper # | AI2004-27 |
| Date of Issue |
| Conference Information | |
| Committee | AI |
|---|---|
| Conference Date | 2004/11/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Multi-aspect Hepatitis Data Analysis(Medical Active Mining)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining) |
| Sub Title (in English) | |
| Keyword(1) | |
| 1st Author's Name | YASUO FUJITA |
| 1st Author's Affiliation | Department of Information Engineering, Maebashi Institute of Technology() |
| 2nd Author's Name | MUNEAKI OHSHIMA |
| 2nd Author's Affiliation | Department of Information Engineering, Maebashi Institute of Technology |
| 3rd Author's Name | NlNG ZHONG |
| 3rd Author's Affiliation | Department of Information Engineering, Maebashi Institute of Technology |
| 4th Author's Name | HIDETO YOKOI |
| 4th Author's Affiliation | School of Medicine, Chiba University |
| Date | 2004/11/27 |
| Paper # | AI2004-27 |
| Volume (vol) | vol.104 |
| Number (no) | 485 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |