Measures of Complexity : (Record no. 200434478)

MARC details
000 -LEADER
fixed length control field 04376nam a22004815i 4500
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20231104114417.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 150903s2015 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319218526
Canceled/invalid ISBN 978-3-319-21852-6
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-319-21852-6
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q334-342
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQ
Source bicssc
Subject category code COM004000
Source bisacsh
Subject category code UYQ
Source thema006.3
-- 23
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title İngilizce
245 10 - TITLE STATEMENT
Title Measures of Complexity :
Remainder of title Festschrift for Alexey Chervonenkis /
Statement of responsibility, etc. edited by Vladimir Vovk, Harris Papadopoulos, Alexander Gammerman.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2015.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer International Publishing :
-- Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2015.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Chervonenkis’s Recollections -- A Paper That Created Three New Fields -- On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities -- Sketched History: VC Combinatorics, 1826 up to 1975 -- Institute of Control Sciences through the Lens of VC Dimension -- VC Dimension, Fat-Shattering Dimension, Rademacher Averages, and Their Applications -- Around Kolmogorov Complexity: Basic Notions and Results -- Predictive Complexity for Games with Finite Outcome Spaces -- Making Vapnik–Chervonenkis Bounds Accurate -- Comment: Transductive PAC-Bayes Bounds Seen as a Generalization of Vapnik–Chervonenkis Bounds -- Comment: The Two Styles of VC Bounds -- Rejoinder: Making VC Bounds Accurate -- Measures of Complexity in the Theory of Machine Learning -- Classes of Functions Related to VC Properties -- On Martingale Extensions of Vapnik–Chervonenkis -- Theory with Applications to Online Learning -- Measuring the Capacity of Sets of Functions in the Analysis of ERM -- Algorithmic Statistics Revisited -- Justifying Information-Geometric Causal Inference -- Interpretation of Black-Box Predictive Models -- PAC-Bayes Bounds for Supervised Classification -- Bounding Embeddings of VC Classes into Maximum Classes -- Algorithmic Statistics Revisited -- Justifying Information-Geometric Causal Inference -- Interpretation of Black-Box Predictive Models -- PAC-Bayes Bounds for Supervised Classification -- Bounding Embeddings of VC Classes into Maximum Classes -- Strongly Consistent Detection for Nonparametric Hypotheses -- On the Version Space Compression Set Size and Its Applications -- Lower Bounds for Sparse Coding -- Robust Algorithms via PAC-Bayes and Laplace Distributions -- Postscript: Tragic Death of Alexey Chervonenkis -- Credits -- Index.
520 ## - SUMMARY, ETC.
Summary, etc. This book brings together historical notes, reviews of research developments, fresh ideas on how to make VC (Vapnik–Chervonenkis) guarantees tighter, and new technical contributions in the areas of machine learning, statistical inference, classification, algorithmic statistics, and pattern recognition. The contributors are leading scientists in domains such as statistics, mathematics, and theoretical computer science, and the book will be of interest to researchers and graduate students in these domains.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence.
Topical term or geographic name entry element Mathematical statistics.
Topical term or geographic name entry element Computer science.
Topical term or geographic name entry element Mathematical optimization.
Topical term or geographic name entry element Artificial Intelligence.
Authority record control number or standard number http://scigraph.springernature.com/things/product-market-codes/I21000
Topical term or geographic name entry element Statistical Theory and Methods.
Authority record control number or standard number http://scigraph.springernature.com/things/product-market-codes/S11001
Topical term or geographic name entry element Probability and Statistics in Computer Science.
Authority record control number or standard number http://scigraph.springernature.com/things/product-market-codes/I17036
Topical term or geographic name entry element Optimization.
Authority record control number or standard number http://scigraph.springernature.com/things/product-market-codes/M26008
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Vovk, Vladimir.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
Personal name Papadopoulos, Harris.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
Personal name Gammerman, Alexander.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-319-21852-6">https://doi.org/10.1007/978-3-319-21852-6</a>
Materials specified Springer eBooks
Public note Online access link to the resource
912 ## -
-- ZDB-2-SCS
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Library of Congress Classification
Koha item type E-Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Not for loan Collection code Home library Current library Date acquired Source of acquisition Coded location qualifier Inventory number Total Checkouts Full call number Barcode Date last seen Date shelved Koha item type Public note
    Library of Congress Classification Geçerli değil-e-Kitap / Not applicable-e-Book E-Kitap Koleksiyonu Merkez Kütüphane Merkez Kütüphane 04/12/2018 Satın Alma / Purchase BİL/YAP   Q334-342EBK EBK00650 04/12/2018 04/12/2018 E-Book
Devinim Yazılım Eğitim Danışmanlık tarafından Koha'nın orjinal sürümü uyarlanarak geliştirilip kurulmuştur.