Temporal Logic in Mining Hepatitis Data(Medical Active Mining)
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概要
- 論文の詳細を見る
In this paper we propose a method that uses Alien's temporal logic in mining hepatitis data. We first describe different temporal events for short-term changed tests using the base state and peaks and temporal patterns for long-term changed tests using the changes of states. We then develop algorithms to detect temporal relations between patterns found in terms of temporal logic such as "Event A happened before event B and B happened during event C". The early results shown the feasibility of the approach and they are worth to be pursued in hepatitis study.
- 一般社団法人情報処理学会の論文
- 2004-12-04
著者
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Takabayashi K
Chiba University Hospital
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HO Tu
Japan Advanced Institute of Science and Technology
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KAWASAKI Saori
Japan Advanced Institute of Science and Technology
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LE Si
Japan Advanced Institute of Science and Technology
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TAKABAYASHI Katsuhiko
Chiba University Hospital
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YOKOI Hideto
Chiba University Hospital
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Nguyen Canh
Japan Advanced Institute Of Science And Technology
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Le Quahg
Japan Advanced Institute of Science and Technology
関連論文
- Mining Hepatitis Data with Temporal Abstraction
- Mining Hepatitis Data with Temporal Abstraction (特集 「アクティブマイニング」及び一般)
- (「アクティブマイニング」及び一般)
- Study of Hepatitis Data Using Visual Data Mining System D2MS (知能と複雑系 研究報告)
- Mining Hepatitis Data with Temporal Abstraction (小特集 「アクティブマイニング」および一般)
- Integration of Learning Methods, Medical Literature and Expert Inspection in Medical Data Mining
- Temporal Logic in Mining Hepatitis Data(Medical Active Mining)
- Temporal Logic in Mining Hepatitis Data(Medical Active Mining)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining)
- Mining Hepatitis Data with Temporal Abstraction (文部科学省科学研究費特定領域研究「情報洪水時代におけるアクティブマイニングの実現」公開シンポジウム)
- (「アクティブマイニング」及び一般 : 文部科学省科学研究費特定領域研究「情報洪水時代におけるアクティブマイニングの実現」公開シンポジウム)
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