Design and Implementation of a Case Mining System for Case Library Construction

碩士 === 輔仁大學 === 資訊工程學系 === 94 === Case-based reasoning systems use past experiences to solve new problems. The successfulness of the system depends on the completeness of case library. This work proposes a case library construction system by using data mining approach. The system contains two mod...

Full description

Bibliographic Details
Main Authors:	Yi-Hung Huang, 黃曳弘
Other Authors:	Chien-Chang Hsu
Format:	Others
Language:	en_US
Published:	2006
Online Access:	http://ndltd.ncl.edu.tw/handle/39962128647172760176

id	ndltd-TW-094FJU00392025
record_format	oai_dc
spelling	ndltd-TW-094FJU003920252015-12-16T04:39:04Z http://ndltd.ncl.edu.tw/handle/39962128647172760176 Design and Implementation of a Case Mining System for Case Library Construction 案例探勘系統建構出完整案例庫的設計與實作 Yi-Hung Huang 黃曳弘碩士輔仁大學資訊工程學系 94 Case-based reasoning systems use past experiences to solve new problems. The successfulness of the system depends on the completeness of case library. This work proposes a case library construction system by using data mining approach. The system contains two modules, namely, feature extractor and case miner. Feature extractor uses three fuzzy measurements to find the relevant features. Case miner uses genetic evolution algorithm in clustering work to discover the representative cases. Medical datasets are used in case library construction which include colon-rectum cancer dataset, new-thyroid dataset and breast cancer dataset. Finally, the system verifies completeness of case library by covering test and utilizing statistics. Chien-Chang Hsu 許見章 2006 學位論文 ; thesis 63 en_US
collection	NDLTD
language	en_US
format	Others
sources	NDLTD
description	碩士 === 輔仁大學 === 資訊工程學系 === 94 === Case-based reasoning systems use past experiences to solve new problems. The successfulness of the system depends on the completeness of case library. This work proposes a case library construction system by using data mining approach. The system contains two modules, namely, feature extractor and case miner. Feature extractor uses three fuzzy measurements to find the relevant features. Case miner uses genetic evolution algorithm in clustering work to discover the representative cases. Medical datasets are used in case library construction which include colon-rectum cancer dataset, new-thyroid dataset and breast cancer dataset. Finally, the system verifies completeness of case library by covering test and utilizing statistics.
author2	Chien-Chang Hsu
author_facet	Chien-Chang Hsu Yi-Hung Huang 黃曳弘
author	Yi-Hung Huang 黃曳弘
spellingShingle	Yi-Hung Huang 黃曳弘 Design and Implementation of a Case Mining System for Case Library Construction
author_sort	Yi-Hung Huang
title	Design and Implementation of a Case Mining System for Case Library Construction
title_short	Design and Implementation of a Case Mining System for Case Library Construction
title_full	Design and Implementation of a Case Mining System for Case Library Construction
title_fullStr	Design and Implementation of a Case Mining System for Case Library Construction
title_full_unstemmed	Design and Implementation of a Case Mining System for Case Library Construction
title_sort	design and implementation of a case mining system for case library construction
publishDate	2006
url	http://ndltd.ncl.edu.tw/handle/39962128647172760176
work_keys_str_mv	AT yihunghuang designandimplementationofacaseminingsystemforcaselibraryconstruction AT huángyèhóng designandimplementationofacaseminingsystemforcaselibraryconstruction AT yihunghuang ànlìtànkānxìtǒngjiàngòuchūwánzhěngànlìkùdeshèjìyǔshízuò AT huángyèhóng ànlìtànkānxìtǒngjiàngòuchūwánzhěngànlìkùdeshèjìyǔshízuò
_version_	1718151429440405504

Design and Implementation of a Case Mining System for Case Library Construction

Similar Items