عنوان
پدید آورنده
موضوع
رده
QA279.2 .V68 2005
QA279
.
2
.
V68
2005
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0387001522
(Number (ISBN
0387250611
(Number (ISBN
661023521X
(Number (ISBN
9780387001524
(Number (ISBN
9780387250618
(Number (ISBN
9786610235216
NATIONAL BIBLIOGRAPHY NUMBER
Number
b746493
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Algorithmic learning in a random world /
General Material Designation
[Book]
First Statement of Responsibility
Vladimir Vovk, Alexander Gammerman, Glenn Shafer.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
©2005.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xiv, 324 pages) :
Other Physical Details
illustrations
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 303-316) and index.
CONTENTS NOTE
Text of Note
Introduction; Conformal prediction; Classification with conformal predictors; Modifications of conformal predictors; Probabilistic prediction I: impossibility results; Probabilistic prediction II: Venn predictors; Beyond exchangeability; On-line compression modeling I: conformal prediction; On-line compression modeling II: Venn prediction; Perspectives and contrasts.
0
SUMMARY OR ABSTRACT
Text of Note
This scientific monograph develops significant new algorithmic foundations in machine learning theory. Researchers and postgraduates in CS, statistics, and A.I. should find the book an authoritative and formal presentation of some of the most promising theoretical developments in machine learning.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer
Stock Number
978-0-387-00152-4
OTHER EDITION IN ANOTHER MEDIUM
Title
Algorithmic learning in a random world.
International Standard Book Number
9780387001524
PIECE
Title
Springer e-books
TOPICAL NAME USED AS SUBJECT
Algorithms.
Prediction theory.
Stochastic processes.
Algorithmes.
Prévision, Théorie de la.
Processus stochastiques.
Algorithms.
Informatique.
Prediction theory.
Stochastic processes.
(SUBJECT CATEGORY (Provisional
COM004000
QA
TJFM1
UYQ
DEWEY DECIMAL CLASSIFICATION
Number
519
.
2/87
Edition
22
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA279
.
2
Book number
.
V68
2005
OTHER CLASS NUMBERS
Class number
QA279
.
2
Book Number
.
V68
2005
PERSONAL NAME - PRIMARY RESPONSIBILITY
Vovk, Vladimir,1960-
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Gammerman, A., (Alexander)
Shafer, Glenn,1946-
ORIGINATING SOURCE
Date of Transaction
20201204063744.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
