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The nature of statistical learning theory 2nd ed

The nature of statistical learning theory 2nd ed (26회 대출)

자료유형
단행본
개인저자
Vapnik, Vladimir Naumovich.
서명 / 저자사항
The nature of statistical learning theory / Vladimir N. Vapnik.
판사항
2nd ed.
발행사항
New York :   Springer,   c2000.  
형태사항
xix, 314 p. : ill. ; 24 cm.
총서사항
Statistics for engineering and information science
ISBN
0387987800 (hc. : acid-free paper)
서지주기
Includes bibliographical references (p. [301]-309) and index.
일반주제명
Computational learning theory. Reasoning.
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010 ▼a 99039803
020 ▼a 0387987800 (hc. : acid-free paper)
040 ▼a DLC ▼c DLC ▼d 211009
042 ▼a pcc
049 1 ▼l 121081570 ▼f 과학
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100 1 ▼a Vapnik, Vladimir Naumovich.
245 1 4 ▼a The nature of statistical learning theory / ▼c Vladimir N. Vapnik.
250 ▼a 2nd ed.
260 ▼a New York : ▼b Springer, ▼c c2000.
300 ▼a xix, 314 p. : ▼b ill. ; ▼c 24 cm.
440 0 ▼a Statistics for engineering and information science
504 ▼a Includes bibliographical references (p. [301]-309) and index.
650 0 ▼a Computational learning theory.
650 0 ▼a Reasoning.

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.31 V286n2 등록번호 121081570 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Informal Reasoning and Comments.- Consistency of Learning Processes.- Bounds on the Rate of Convergence of Learing Processes.- Controlling the Generalization Ability of Learning Processes.- Methods of Pattern Recognition.- Methods of Function Estimation.- Direct Methods in Statistical Learning Theory.- The Vicinal Risk Minimization Principle and the SVMs.


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