Computational discovery of scientific knowledge : (Record no. 376884)

MARC details
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783540739197
Qualifying information (softcover ;
-- alk. paper)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 354073919X
Qualifying information (softcover ;
-- alk. paper)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783540739203
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3540739203
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-540-73920-3
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OCLC library identifier AU@
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037 ## - SOURCE OF ACQUISITION
Stock number 978-3-540-73919-7
Source of stock number/acquisition Springer
Note http://www.springerlink.com
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q183.9
Item number .C62 2007
060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER
Classification number 2007 J-448
060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER
Classification number QU 26.5
Item number C73785 2007
072 #7 - SUBJECT CATEGORY CODE
Subject category code QA
Source lcco
072 #7 - SUBJECT CATEGORY CODE
Subject category code R
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072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQ
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code TJFM1
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072 #7 - SUBJECT CATEGORY CODE
Subject category code COM004000
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082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 507.2
Edition number 22
084 ## - OTHER CLASSIFICATION NUMBER
Classification number N37-532
Number source clc
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
245 00 - TITLE STATEMENT
Title Computational discovery of scientific knowledge :
Remainder of title introduction, techniques, and applications in environmental and life sciences /
Statement of responsibility, etc. Sašo Džeroski, Ljupčo Todorovski (eds.).
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Berlin ;
-- New York :
Name of publisher, distributor, etc. Springer,
Date of publication, distribution, etc. ©2007.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (x, 326 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 4660.
Series statement Lecture notes in artificial intelligence
490 1# - SERIES STATEMENT
Series statement State-of-the-art survey
490 ## - SERIES STATEMENT
Series statement Serienbezeichnung
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Computational discovery of scientific knowledge / S. Džeroski, Pat Langley and L. Todorovski -- Equation discovery and dynamic systems identification -- Computational scientific discovery in biomedicine.
520 ## - SUMMARY, ETC.
Summary, etc. Advances in technology have enabled the collection of data from scientific observations, simulations, and experiments at an ever-increasing pace. For the scientist and engineer to benefit from these enhanced data collecting capabilities, it is becoming clear that semi-automated data analysis techniques must be applied to find the useful information in the data. Computational scientific discovery methods can be used to this end: they focus on applying computational methods to automate scientific activities, such as finding laws from observational data. In contrast to mining scientific data, which focuses on building highly predictive models, computational scientific discovery puts a strong emphasis on discovering knowledge represented in formalisms used by scientists and engineers, such as numeric equations and reaction pathways. This state-of-the-art survey provides an introduction to computational approaches to the discovery of scientific knowledge and gives an overview of recent advances in this area, including techniques and applications in environmental and life sciences. The 15 articles presented are partly inspired by the contributions of the International Symposium on Computational Discovery of Communicable Knowledge, held in Stanford, CA, USA in March 2001. More representative coverage of recent research in computational scientific discovery is achieved by a significant number of additional invited contributions.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Science
General subdivision Data processing
Form subdivision Congresses.
9 (RLIN) 18008
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Discoveries in science
Form subdivision Congresses.
9 (RLIN) 15062
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Electronic data processing
General subdivision Automation
Form subdivision Congresses.
9 (RLIN) 21882
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational learning theory
Form subdivision Congresses.
9 (RLIN) 16042
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Biology
General subdivision Research
-- Data processing
Form subdivision Congresses.
9 (RLIN) 21883
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Medicine
General subdivision Research
-- Data processing
Form subdivision Congresses.
9 (RLIN) 21884
650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational Biology
General subdivision methods.
9 (RLIN) 2073
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Biotechnology
General subdivision methods.
9 (RLIN) 21885
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Models, Theoretical.
9 (RLIN) 12495
650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Research.
9 (RLIN) 5056
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Electronic data processing
General subdivision Automation.
Source of heading or term cct
9 (RLIN) 21886
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational learning theory.
Source of heading or term cct
9 (RLIN) 5892
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Biology
General subdivision Research
-- Data processing.
Source of heading or term cct
9 (RLIN) 21887
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Medicine
General subdivision Research
-- Data processing.
Source of heading or term cct
9 (RLIN) 21888
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational Biology
General subdivision methods.
Source of heading or term cct
9 (RLIN) 2073
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Biotechnology
General subdivision methods.
Source of heading or term cct
9 (RLIN) 21885
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Models, Theoretical.
Source of heading or term cct
9 (RLIN) 12495
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Research.
Source of heading or term cct
9 (RLIN) 5056
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Science
General subdivision Data processing.
Source of heading or term cct
9 (RLIN) 3765
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Discoveries in science.
Source of heading or term cct
9 (RLIN) 2319
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Informatique.
Source of heading or term eclas
9 (RLIN) 14930
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Biology
General subdivision Research
-- Data processing.
Source of heading or term fast
Authority record control number (OCoLC)fst00832452
9 (RLIN) 21887
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational learning theory.
Source of heading or term fast
Authority record control number (OCoLC)fst00871997
9 (RLIN) 5892
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Discoveries in science.
Source of heading or term fast
Authority record control number (OCoLC)fst00894959
9 (RLIN) 2319
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Medicine
General subdivision Research
-- Data processing.
Source of heading or term fast
Authority record control number (OCoLC)fst01015063
9 (RLIN) 21888
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Science
General subdivision Data processing.
Source of heading or term fast
Authority record control number (OCoLC)fst01108207
9 (RLIN) 3765
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
9 (RLIN) 396
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Conference papers and proceedings.
Source of term fast
Authority record control number (OCoLC)fst01423772
9 (RLIN) 6065
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Džeroski, Sašo,
Dates associated with a name 1968-
9 (RLIN) 16048
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Todorovski, Ljupčo,
Dates associated with a name 1969-
9 (RLIN) 21889
711 2# - ADDED ENTRY--MEETING NAME
Meeting name or jurisdiction name as entry element International Symposium on Computational Discovery of Communicable Knowledge
Date of meeting (2001 :
Location of meeting Stanford, Calif.)
9 (RLIN) 21890
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Title Computational discovery of scientific knowledge.
Place, publisher, and date of publication Berlin ; New York : Springer, ©2007
International Standard Book Number 9783540739197
-- 354073919X
Record control number (DLC) 2007931366
-- (OCoLC)164113293
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science ;
Volume number/sequential designation 4660.
9 (RLIN) 925531
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science.
Name of part/section of a work Lecture notes in artificial intelligence.
9 (RLIN) 14916
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science.
Name of part/section of a work State-of-the-art survey.
9 (RLIN) 19219
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://link-springer-com.libraryproxy.ist.ac.at/10.1007/978-3-540-73920-3">https://link-springer-com.libraryproxy.ist.ac.at/10.1007/978-3-540-73920-3</a>
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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
  Not Lost     EBook e-Library e-Library 26/06/2020   26/06/2020 26/06/2020 eBook

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