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Paper Abstract and Keywords
Presentation 2005-07-26 11:30
Evaluating an Implementation of the Integrated Time-Series Data Mining Environment
Hidenao Abe (Shimane Univ.), Takahira Yamaguchi (Keio Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we present the implementation and the evaluation of an integrated time-series data mining environment. Time-series data mining is one of key issues to get useful knowledge from databases. However, as other data mining processes, users often face difficulties such as data pre-processing method selection, mining algorithm selection, and post-processing to refine the data mining process. With systematic analysis of time-series data mining processes, we have designed an environment which integrates time-series pattern extraction methods, rule induction methods and rule evaluation methods with active human-system interaction. After implementing this environment, we have done a case study to mine time-series rules from a database on chronic hepatitis patients to discuss its support availability to mine interesting knowledge for a medical expert.
Keyword (in Japanese) (See Japanese page) 
(in English) Time-Series Data Mining / Integrated Data Mining Environment / Time-Series Data Pre-processing / Visualization of Rules / Rule Evaluation Support / / /  
Reference Info. IEICE Tech. Rep., vol. 105, no. 208, KBSE2005-14, pp. 19-24, July 2005.
Paper # KBSE2005-14 
Date of Issue 2005-07-18 (KBSE) 
ISSN Print edition: ISSN 0913-5685
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Conference Information
Committee KBSE  
Conference Date 2005-07-25 - 2005-07-26 
Place (in Japanese) (See Japanese page) 
Place (in English) Ehime University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Knowledge-Based Software engineering, etc 
Paper Information
Registration To KBSE 
Conference Code 2005-07-KBSE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluating an Implementation of the Integrated Time-Series Data Mining Environment 
Sub Title (in English)  
Keyword(1) Time-Series Data Mining  
Keyword(2) Integrated Data Mining Environment  
Keyword(3) Time-Series Data Pre-processing  
Keyword(4) Visualization of Rules  
Keyword(5) Rule Evaluation Support  
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1st Author's Name Hidenao Abe  
1st Author's Affiliation Shimane University (Shimane Univ.)
2nd Author's Name Takahira Yamaguchi  
2nd Author's Affiliation Keio University (Keio Univ.)
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Speaker Author-1 
Date Time 2005-07-26 11:30:00 
Presentation Time 40 minutes 
Registration for KBSE 
Paper # KBSE2005-14 
Volume (vol) vol.105 
Number (no) no.208 
Page pp.19-24 
#Pages
Date of Issue 2005-07-18 (KBSE) 


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