Machine learning for dynamic software analysis : (Record no. 645955)

MARC details
000 -LEADER
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001 - CONTROL NUMBER
control field on1046067086
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250707091721.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu|||unuuu
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180726s2018 sz a o 101 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency GW5XE
Language of cataloging eng
Description conventions rda
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Transcribing agency GW5XE
Modifying agency UCW
-- YDX
-- UAB
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015 ## - NATIONAL BIBLIOGRAPHY NUMBER
National bibliography number GBB902509
Source bnb
016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER
Record control number 019193888
Source Uk
019 ## -
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319965628
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 331996562X
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9783319965611
Qualifying information (print)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 3319965611
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-319-96562-8
Source of number or code doi
029 1# - (OCLC)
OCLC library identifier AU@
System control number 000063855851
029 1# - (OCLC)
OCLC library identifier UKMGB
System control number 019193888
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1046067086
Canceled/invalid control number (OCoLC)1047653529
-- (OCoLC)1049850266
-- (OCoLC)1050722410
-- (OCoLC)1066474273
-- (OCoLC)1081296457
-- (OCoLC)1082307102
-- (OCoLC)1086570150
-- (OCoLC)1117267337
-- (OCoLC)1122813937
-- (OCoLC)1122905466
-- (OCoLC)1125714042
-- (OCoLC)1136377337
037 ## - SOURCE OF ACQUISITION
Stock number com.springer.onix.9783319965628
Source of stock number/acquisition Springer Nature
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
072 #7 - SUBJECT CATEGORY CODE
Subject category code UMZ
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code UL
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM051230
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UMZ
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UL
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3/1
Edition number 23
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
245 00 - TITLE STATEMENT
Title Machine learning for dynamic software analysis :
Remainder of title potentials and limits : International Dagstuhl Seminar 16172, Dagstuhl Castle, Germany, April 24-27, 2016, Revised papers /
Statement of responsibility, etc. Amel Bennaceur, Reiner Hähnle, Karl Meinke (eds.).
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham, Switzerland :
Name of producer, publisher, distributor, manufacturer Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2018.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (ix, 257 pages) :
Other physical details illustrations
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
347 ## - DIGITAL FILE CHARACTERISTICS
Encoding format PDF
490 1# - SERIES STATEMENT
Series statement Lecture notes in computer science,
International Standard Serial Number 0302-9743 ;
Volume/sequential designation 11026
490 1# - SERIES STATEMENT
Series statement LNCS sublibrary. SL 2, Programming and software engineering
500 ## - GENERAL NOTE
General note Includes author index.
588 0# - SOURCE OF DESCRIPTION NOTE
Source of description note Online resource; title from PDF title page (SpringerLink, viewed July 26, 2018).
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction -- Testing and Learning -- Extensions of Automata Learning -- Integrative Approaches.
520 ## - SUMMARY, ETC.
Summary, etc. Machine learning of software artefacts is an emerging area of interaction between the machine learning and software analysis communities. Increased productivity in software engineering relies on the creation of new adaptive, scalable tools that can analyse large and continuously changing software systems. These require new software analysis techniques based on machine learning, such as learning-based software testing, invariant generation or code synthesis. Machine learning is a powerful paradigm that provides novel approaches to automating the generation of models and other essential software artifacts. This volume originates from a Dagstuhl Seminar entitled "Machine Learning for Dynamic Software Analysis: Potentials and Limits" held in April 2016. The seminar focused on fostering a spirit of collaboration in order to share insights and to expand and strengthen the cross-fertilisation between the machine learning and software analysis communities. The book provides an overview of the machine learning techniques that can be used for software analysis and presents example applications of their use. Besides an introductory chapter, the book is structured into three parts: testing and learning, extension of automata learning, and integrative approaches
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning
Form subdivision Congresses.
9 (RLIN) 15308
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Apprentissage automatique
Form subdivision Congrès.
9 (RLIN) 20183
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
Source of heading or term bicssc
9 (RLIN) 1340
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
Source of heading or term bicssc
9 (RLIN) 941
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Software Engineering.
Source of heading or term bicssc
9 (RLIN) 14736
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers
General subdivision Intelligence (AI) & Semantics.
Source of heading or term bisacsh
9 (RLIN) 17680
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers
General subdivision Computer Science.
Source of heading or term bisacsh
9 (RLIN) 17992
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers
General subdivision Software Development & Engineering
-- General.
Source of heading or term bisacsh
9 (RLIN) 4347
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning
Source of heading or term fast
9 (RLIN) 1680
655 #2 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Congress
9 (RLIN) 11670
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term proceedings (reports)
Source of term aat
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Conference papers and proceedings
Source of term fast
9 (RLIN) 6065
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Conference papers and proceedings.
Source of term lcgft
9 (RLIN) 6065
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Actes de congrès.
Source of term rvmgf
9 (RLIN) 609890
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bennaceur, Amel,
Relator term editor.
9 (RLIN) 64507
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hähnle, Reiner,
Relator term editor.
-- https://id.oclc.org/worldcat/entity/E39PBJhMqGBPqXDyqFfpHjwt8C
9 (RLIN) 25349
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Meinke, Karl,
Relator term editor.
9 (RLIN) 64508
711 2# - ADDED ENTRY--MEETING NAME
Meeting name or jurisdiction name as entry element International Dagstuhl Seminar on Machine Learning for Dynamic Software Analysis: Potential and Limits
Date of meeting (2016 :
Location of meeting Dagstuhl, Wadern, Germany)
9 (RLIN) 64509
758 ## -
-- has work:
-- Machine learning for dynamic software analysis (Text)
-- https://id.oclc.org/worldcat/entity/E39PCGHFR83j3MJkx9cTfM4C73
-- https://id.oclc.org/worldcat/ontology/hasWork
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783319965611
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science ;
Volume number/sequential designation 11026.
International Standard Serial Number 0302-9743
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title LNCS sublibrary.
Number of part/section of a work SL 2,
Name of part/section of a work Programming and software engineering.
9 (RLIN) 20654
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://link.springer.com/10.1007/978-3-319-96562-8">https://link.springer.com/10.1007/978-3-319-96562-8</a>
938 ## -
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Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Home library Current library Date acquired Total Checkouts Date last seen Price effective from Koha item type
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