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Advanced methods for knowledge discovery from complex data

Advanced methods for knowledge discovery from complex data

자료유형
단행본
개인저자
Bandyopadhyay, Sanghamitra 1974-
서명 / 저자사항
Advanced methods for knowledge discovery from complex data / Sanghamitra Bandyopadhyay ... [et al.] (eds.).
발행사항
[New York] ;   [London] :   Springer ,   c2005.  
형태사항
xviii, 369 p. : ill. ; 25 cm.
총서사항
Advanced information and knowledge processing
ISBN
1852339896 (hbk.)
일반주기
Includes bibliographical references and index.  
일반주제명
Data mining.
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소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 005.74 A2442 등록번호 121118533 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Foundations.- Knowledge Discovery and Data Mining.- Automatic Discovery of Class Hierarchies via Output Space Decomposition.- Graph-based Mining of Complex Data.- Predictive Graph Mining with Kernel Methods.- TreeMiner: An Efficient Algorithm for Mining Embedded Ordered Frequent Trees.- Sequence Data Mining.- Link-based Classification.- Applications.- Knowledge Discovery from Evolutionary Trees.- Ontology-Assisted Mining of RDF Documents.- Image Retrieval using Visual Features and Relevance Feedback.- Significant Feature Selection Using Computational Intelligent Techniques for Intrusion Detection.- On-board Mining of Data Streams in Sensor Networks.- Discovering an Evolutionary Classifier over a High-speed Nonstatic Stream.


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