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J-GLOBAL ID：201002282588055491   Reference number：10A0768750

Regularized Random Forest Method for Survival Analysis

生存時間研究における調整型ランダムフォーレスト法
Author (2)：
SHIMOKAWA TOSHIO

About SHIMOKAWA TOSHIO

(山梨大 大学院医学工学総合研究部)

About 山梨大 大学院医学工学総合研究部

, 
TSUJI MITSUHIRO

About TSUJI MITSUHIRO

(関西大 総合情報)

About 関西大 総合情報


Material：
電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))

About 電子情報通信学会技術研究報告


Volume： 110  Issue： 76(IBISML2010 1-28)  Page： 71-77  Publication year： Jun. 07, 2010 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)
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*machine learning

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ensemble learning

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JST classification (3)：
JST classification
Category name(code) classified by JST.
Artificial intelligence 
(JE08000Z)

About Artificial intelligence

,  System and control theory in general 
(IA02010H)

About System and control theory in general

,  Diagnosis of tumors(=neoplasms) 
(GE03020J)

About Diagnosis of tumors(=neoplasms)

Reference (20)：
  • CROWLEY, J. Handbook of Statistics in Clinical Oncology. 2006
  • COX, D. R. Regression models and life tables (with discussion). J. Roy. Statist. Assoc. B. 1972, 34, 187-220
  • 下川敏雄. アンサンブル学習法の河川景観満足度調査データ解析への応用. 景観・デザイン論文集. 2009, 6, 41-50
  • HOTHORN, T. Survival ensembles. Biostat. 2006, 7, 355-373
  • ISHWARAN, H. Random survival forest. Ann. Appl. Statist. 2008, 2, 3, 841-860
ｍore...
Terms in the title (2)：
Terms in the title
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生存

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, 
研究

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