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Kernel based algorithms for mining huge data sets : supervised, semi-supervised, and unsupervised learning

Kernel based algorithms for mining huge data sets : supervised, semi-supervised, and unsupervised learning (7회 대출)

자료유형
단행본
개인저자
Huang, Te-Ming. Kecman, V. (Vojislav) 1948- Kopriva, Ivica 1962-
서명 / 저자사항
Kernel based algorithms for mining huge data sets : supervised, semi-supervised, and unsupervised learning / Te-Ming Huang, Vojislav Kecman, Ivica Kopriva.
발행사항
Berlin ; New York :   Springer ,   c2006.  
형태사항
xvi, 260 p. : ill. ; 25 cm.
총서사항
Studies in computational intelligence , 1860-949X ; v. 17
ISBN
9783540316817 (acid-free paper) 3540316817 (acid-free paper)
일반주제명
Machine learning. Data mining. Kernel functions.
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020 ▼a 9783540316817 (acid-free paper)
020 ▼a 3540316817 (acid-free paper)
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100 1 ▼a Huang, Te-Ming.
245 1 0 ▼a Kernel based algorithms for mining huge data sets : ▼b supervised, semi-supervised, and unsupervised learning / ▼c Te-Ming Huang, Vojislav Kecman, Ivica Kopriva.
260 ▼a Berlin ; New York : ▼b Springer , ▼c c2006.
300 ▼a xvi, 260 p. : ▼b ill. ; ▼c 25 cm.
440 0 ▼a Studies in computational intelligence , ▼x 1860-949X ; ▼v v. 17
650 0 ▼a Machine learning.
650 0 ▼a Data mining.
650 0 ▼a Kernel functions.
700 1 ▼a Kecman, V. ▼q (Vojislav) ▼d 1948-
700 1 ▼a Kopriva, Ivica ▼d 1962-
945 ▼a KINS

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.312 H874k 등록번호 121136174 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Support Vector Machines in Classification and Regression - An Introduction.- Iterative Single Data Algorithm for Kernel Machines from Huge Data Sets: Theory and Performance.- Feature Reduction with Support Vector Machines and Application in DNA Microarray Analysis.- Semi-supervised Learning and Applications.- Unsupervised Learning by Principal and Independent Component Analysis.


정보제공 : Aladin

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