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3540739203 |
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978-3-540-73919-7 |
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Springer |
| Note |
http://www.springerlink.com |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
pcc |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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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 |
|---|
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QU 26.5 |
| Item number |
C73785 2007 |
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QA |
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lcco |
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R |
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bicssc |
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TJFM1 |
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bicssc |
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| Subject category code |
COM004000 |
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bisacsh |
| 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> |
| 938 ## - |
|---|
| -- |
ProQuest Ebook Central |
| -- |
EBLB |
| -- |
EBL6413334 |
| 938 ## - |
|---|
| -- |
EBL - Ebook Library |
| -- |
EBLB |
| -- |
EBL3063208 |
| 938 ## - |
|---|
| -- |
ebrary |
| -- |
EBRY |
| -- |
ebr10251931 |
| 938 ## - |
|---|
| -- |
ProQuest MyiLibrary Digital eBook Collection |
| -- |
IDEB |
| -- |
cis23787433 |
| 938 ## - |
|---|
| -- |
YBP Library Services |
| -- |
YANK |
| -- |
3024737 |
| 994 ## - |
|---|
| -- |
92 |
| -- |
ATIST |