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case-based reasoning 1

computation 1

data sub-class structure 1

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heuristic coordinator 1

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The construction methodology of knowledge discovery system framework and theoretical system

Yang Bingru

Strategic Study of CAE 2011, Volume 13, Issue 9,   Pages 83-91

Abstract:

The mainstream of development in knowledge discovery is researching on new high-performance and high-scalability mining algorithm. In fact, the research of process model and inner mechanism reflecting the law of knowledge discovery system or process and determining model and algorithm is more important, which has not got enough attention. This paper proposed a new independent knowledge discovery system framework, which combines those three elements: mechanism, model and algorithm. Through the cross-integration and comprehensive integration of several "systems framework", a kind of knowledge discovery theory based on inner cognitive mechanism(KDTICM) has been constructed. Researches and experimental results show that this high-starting point and high-level researches on the construction methodology are likely to form high-performance mining system methodology and new research direction; this researches on the KD(knowledge discovery) construction methodology can substantively involve domain knowledge long unresolved into "the solution to these important issues such as knowledge discovery process" and "dynamic real-time maintenance" of knowledge base; by exposing the essence, the regularity and complexity of KD would react on the mainstream development. Finally, the paper gave strong evidence of effectiveness of such construction methodology.

Keywords: double-collaborative mechanism     process model-KDD*     Maradbcm     system framework-MMAKDS     theoretical system-KDTICM    

A Study on Double Bases Cooperating Mechanism in KDD ( I )

Yang Bingru,Wang Jianxin

Strategic Study of CAE 2002, Volume 4, Issue 4,   Pages 41-51

Abstract:

This paper and paper ( Ⅱ ), aiming at the problems in the mainstream development of KDD, put forwardAn open KDD system, KDD* , with double-base cooperating mechanism can thus be created.

Keywords: knowledge node     primitive knowledge base     primitive database     data sub-class structure     doublebase cooperating mechanism    

A Study on Double Bases Cooperating Mechanism in KDD (Ⅱ)

Yang Bingru,Wang Jianxin,Sun Haihong

Strategic Study of CAE 2002, Volume 4, Issue 5,   Pages 34-43

Abstract: Furthermore, the KDD* , which is the combination of KDD and double-bases cooperating mechanism, is constructed as an open and optimized enlargement of KDD.Maradbcm which is based on the study on the inner mechanism, i. e. double base cooperating mechanism, of KDDIt is shown that the study of inner mechanism is important to the KDD mainstream development and it also

Keywords: nowledge discovery     double-base cooperating mechanism     heuristic coordinator     interruptive coordinator     Maradbcm algorithm     numerical domain division algorithm    

Investigation of the structural form optimization methods of high-rise buildings

ZHANG Shihai, WANG Li, OU Jinping, WANG Guangyuan

Frontiers of Structural and Civil Engineering 2007, Volume 1, Issue 2,   Pages 182-187 doi: 10.1007/s11709-007-0020-4

Abstract: buildings based on the expert system (ES), case-based reasoning (CBR), and knowledge discovery in database (KDDFinally, the unified intelligent form selection model combined with concepts of ES, CBR, KDD and artificially

Keywords: case-based reasoning     computation     KDD     important development     high-rise    

Title Author Date Type Operation

The construction methodology of knowledge discovery system framework and theoretical system

Yang Bingru

Journal Article

A Study on Double Bases Cooperating Mechanism in KDD ( I )

Yang Bingru,Wang Jianxin

Journal Article

A Study on Double Bases Cooperating Mechanism in KDD (Ⅱ)

Yang Bingru,Wang Jianxin,Sun Haihong

Journal Article

Investigation of the structural form optimization methods of high-rise buildings

ZHANG Shihai, WANG Li, OU Jinping, WANG Guangyuan

Journal Article