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)
スポンサーリンク
概要
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The hepatitis temporal database collected at Chiba university hospital during 1982-2001 was recently given to challenge the KDD research. The database is large where each patient corresponds to 983 tests as sequences of values with different lengths and irregular time-stamp points. This paper presents a temporal abstraction approach to mining knowledge from this hepatitis database. Exploiting hepatitis background knowledge and data analysis, we introduce methods for charactering short-term changed and long-term changed tests. The transformed data allows us to apply different machine learning methods for finding knowledge part of which is considered as new and interesting by medical doctors.
- 一般社団法人情報処理学会の論文
- 2003-03-13
著者
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Dung N
Japan Advancesd Institute Of Science And Technology
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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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Dung Nguyen
Japan Advancesd Institute Of Science And Technology
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Ho Tu
Japan Advancesd Institute Of Science And Technology
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Kawasaki Saori
Japan Advancesd 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 (知識ベースシステム研究会(第60回) 人工知能基礎論研究会(第52回) 小特集:「データマイニング」および一般) -- (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)
- 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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