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Foundations and novel approaches in data mining

Foundations and novel approaches in data mining (1회 대출)

자료유형
단행본
개인저자
Lin, Tsau Y 1937-
서명 / 저자사항
Foundations and novel approaches in data mining / Tsau Young Lin ... [et al.] (eds.).
발행사항
Berlin ;   New York :   Springer ,   c2006.  
형태사항
x, 376 p. : ill. ; 24 cm.
총서사항
Studies in computational intelligence , 1860-949X ; v. 9
ISBN
3540283153 (hd.bd.)
일반주기
"This volume is a collection of expanded versions of selected papers originally presented at the second workshop on Foundations and New Directions of Data Mining (2003)"--Pref.  
서지주기
Includes bibliographical references.
일반주제명
Data mining -- Congresses.
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245 0 0 ▼a Foundations and novel approaches in data mining / ▼c Tsau Young Lin ... [et al.] (eds.).
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300 ▼a x, 376 p. : ▼b ill. ; ▼c 24 cm.
440 0 ▼a Studies in computational intelligence , ▼x 1860-949X ; ▼v v. 9
500 ▼a "This volume is a collection of expanded versions of selected papers originally presented at the second workshop on Foundations and New Directions of Data Mining (2003)"--Pref.
504 ▼a Includes bibliographical references.
650 0 ▼a Data mining ▼v Congresses.
700 1 ▼a Lin, Tsau Y ▼d 1937-
945 ▼a KINS

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.312 F771 등록번호 121134776 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

From the contents Part I: Theoretical Foundations. Commonsense Causal Modeling in the Data Mining Context. Definability of Association Rules in Predicate Calculus. A Measurement-Theoretic Foundation of Rule Interestingness Evaluation. Statistical Independence as Linear Dependence in a Contingency Table. Foundations of Classification.- Part II: Novel Approaches. SVM-OD: SVM Method to Detect Outliers. Extracting Rules from Incomplete Decision Systems: System ERID. Mining for Patterns Based on Contingency Tables by KL-Miner - First Experience. Knowledge Discovery in Fuzzy Databases Using Attribute-Oriented Induction. Rough Set Strategies to Data with Missing Attribute Values. Privacy-Preserving Collaborative Data Mining.- Part III: Novel Applications. Research Issues in Web Structural Delta Mining. Workflow Reduction for Reachable-path Rediscovery in Workflow Mining. Principal Component-based Anomaly Detection Scheme. Making Better Sense of the Demographic Data Value in the Data Mining Procedure.


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