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OCoLC |
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081017s2005 gw a ob 101 0 eng d |
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GW5XE |
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eng |
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10.1007/b137601. |
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doi |
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9786611403485 |
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| 037 ## - SOURCE OF ACQUISITION |
|---|
| Stock number |
978-3-540-26543-6 |
| Source of stock number/acquisition |
Springer |
| Note |
http://www.springerlink.com |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.D343 |
| Item number |
I587 2005 |
| 055 #3 - CLASSIFICATION NUMBERS ASSIGNED IN CANADA |
|---|
| Classification number |
QA75 |
| Item number |
.L38 no.3539 |
| 072 #7 - SUBJECT CATEGORY CODE |
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QA |
| Source |
lcco |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
COM |
| Subject category code subdivision |
021030 |
| Source |
bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
UYQ. |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
TJFM1. |
| Source |
bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3/12 |
| Edition number |
22 |
| 084 ## - OTHER CLASSIFICATION NUMBER |
|---|
| Classification number |
SS 4800 |
| Number source |
rvk |
| 084 ## - OTHER CLASSIFICATION NUMBER |
|---|
| Classification number |
DAT 770f |
| Number source |
stub |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
MAIN |
| 111 2# - MAIN ENTRY--MEETING NAME |
|---|
| Meeting name or jurisdiction name as entry element |
International Seminar on Local Pattern Detection |
| Date of meeting |
(2004 : |
| Location of meeting |
Dagstuhl, Wadern, Germany) |
| 9 (RLIN) |
26760 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Local pattern detection : |
| Remainder of title |
international seminar, Dagstuhl Castle, Germany, April 12-16, 2004 : revised selected papers / |
| Statement of responsibility, etc. |
Katharina Morik, Jean Franc̦ois Boulicaut, Arno Siebes (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. |
©2005. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (ix, 231 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 |
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| 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 |
3539. |
| Series statement |
Lecture notes in artificial intelligence |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
State-of-the-art survey |
| 500 ## - GENERAL NOTE |
|---|
| General note |
"International Seminar on Local Pattern Detection"--Page 4 of cover |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Pushing constraints to detect local patterns / Francesco Bonchi, Fosca Giannotti -- From local to global patterns : evaluation issues in rule learning algorithms / Johannes Fürnkranz -- Pattern discovery tools for detecting cheating in student coursework / David J. Hand, Niall M. Adams, Nick A. Heard -- Local pattern detection and clustering / Frank Höppner -- Local patterns : theory and practice of constraint-based relational subgroup discover -- Nada Lavrač̌, Filip Železný, Sašo Džeroski -- Visualizing very large graph using clustering neighborhoods / Dunja Mladenic, Marko Grobelnik -- Features for learning local patterns in time-stamped data / Katharina Morik, Hanna Köpcke -- Boolean property encoding for local set pattern discovery : an application to gene expression data analysis / Ruggero G. Pensa, Jean-François Boulicaut -- Local pattern discovery in array-CGH data -- Céline Rouveirol, François Radvanyi -- Learning with local models / Stefan Rüping -- Knowledge-based sampling for subgroup discovery / Martin Scholz -- Temporal evolution and local patterns / Myra Spiliopoulou, Steffan Baron -- Undirected expection rule discovery as local pattern detection / Einoshin Suzuki -- From local to global analysis of music time series / Claus Weihs, Uwe Ligges. |
| 588 0# - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Print version record. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Introduction The dramatic increase in available computer storage capacity over the last 10 years has led to the creation of very large databases of scienti?c and commercial information. The need to analyze these masses of data has led to the evolution of the new?eld knowledge discovery in databases (KDD) at the intersection of machine learning, statistics and database technology. Being interdisciplinary by nature, the?eld o?ers the opportunity to combine the expertise of di?erent?elds intoacommonobjective. Moreover, withineach?elddiversemethodshave been developed and justi?ed with respect to di?erent quality criteria. We have toinvestigatehowthesemethods cancontributeto solvingthe problemofKDD. Traditionally, KDD was seeking to?nd global models for the data that - plain most of the instances of the database and describe the general structure of the data. Examples are statistical time series models, cluster models, logic programs with high coverageor classi?cation models like decision trees or linear decision functions. In practice, though, the use of these models often is very l- ited, because global models tend to?nd only the obvious patterns in the data, 1 which domain experts already are aware of . What is really of interest to the users are the local patterns that deviate from the already-known background knowledge. David Hand, who organized a workshop in 2002, proposed the new?eld of local patterns. |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
English. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining |
| Form subdivision |
Congresses. |
| 9 (RLIN) |
15442 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Pattern recognition systems |
| Form subdivision |
Congresses. |
| 9 (RLIN) |
16568 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Exploration de données (Informatique) |
| Form subdivision |
Congrès. |
| 9 (RLIN) |
19049 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Reconnaissance des formes (Informatique) |
| Form subdivision |
Congrès. |
| 9 (RLIN) |
17705 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
COMPUTERS |
| General subdivision |
Database Management |
| -- |
Data Mining. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
5653 |
| 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 |
Data mining. |
| Source of heading or term |
fast |
| Authority record control number |
(OCoLC)fst00887946 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Pattern recognition systems. |
| Source of heading or term |
fast |
| Authority record control number |
(OCoLC)fst01055266 |
| 9 (RLIN) |
1813 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data Mining |
| Source of heading or term |
gnd |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Maschinelles Lernen |
| Source of heading or term |
gnd |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Produktionsregelsystem |
| Source of heading or term |
gnd |
| 9 (RLIN) |
26417 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Wissensextraktion |
| Source of heading or term |
gnd |
| 9 (RLIN) |
17684 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Reconnaissance des formes. |
| Source of heading or term |
rasuqam |
| 9 (RLIN) |
17709 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Exploration de données. |
| Source of heading or term |
rasuqam |
| 9 (RLIN) |
16328 |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
algoritmen |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
algorithms |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computeranalyse |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computer analysis |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
informatieontsluiting |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
information retrieval |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
informatieopslag |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
information storage |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
waarschijnlijkheid |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
probability |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
statistiek |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
statistics |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computerwetenschappen |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computer sciences |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
kunstmatige intelligentie |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
artificial intelligence |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
databasebeheer |
| 653 00 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
database management |
| 653 10 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Information and Communication Technology (General) |
| 653 10 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Informatie- en communicatietechnologie (algemeen) |
| 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 |
Conference papers and proceedings. |
| Source of term |
fast |
| Authority record control number |
(OCoLC)fst01423772 |
| 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 |
| 655 #7 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Dagstuhl (2004) |
| Source of term |
swd |
| 9 (RLIN) |
26764 |
| 655 #7 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Kongress. |
| Source of term |
swd |
| 9 (RLIN) |
2843 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Morik, Katharina. |
| 9 (RLIN) |
26765 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Boulicaut, Jean-François. |
| 9 (RLIN) |
26766 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Siebes, Arno, |
| Dates associated with a name |
1958- |
| -- |
https://id.oclc.org/worldcat/entity/E39PBJjt8kfjFq6mK8t94yQDv3 |
| 9 (RLIN) |
15448 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| Main entry heading |
International Seminar on Local Pattern Detection (2004 : Dagstuhl, Wadern, Germany). |
| Title |
Local pattern detection. |
| Place, publisher, and date of publication |
Berlin ; New York : Springer, ©2005 |
| International Standard Book Number |
3540265430 |
| -- |
9783540265436 |
| Record control number |
(DLC) 2005929338 |
| -- |
(OCoLC)61262812 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Lecture notes in computer science ; |
| Volume number/sequential designation |
3539. |
| 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/10.1007/b137601">https://link.springer.com/10.1007/b137601</a> |
| 938 ## - |
|---|
| -- |
Baker & Taylor |
| -- |
BKTY |
| -- |
63.00 |
| -- |
63.00 |
| -- |
3540265430 |
| -- |
0006529404 |
| -- |
active |
| 938 ## - |
|---|
| -- |
EBL - Ebook Library |
| -- |
EBLB |
| -- |
EBL3067540 |
| 938 ## - |
|---|
| -- |
ebrary |
| -- |
EBRY |
| -- |
ebr10528386 |
| 938 ## - |
|---|
| -- |
EBSCOhost |
| -- |
EBSC |
| -- |
182943 |
| 938 ## - |
|---|
| -- |
Otto Harrassowitz |
| -- |
HARR |
| -- |
har055016481 |
| 938 ## - |
|---|
| -- |
ProQuest MyiLibrary Digital eBook Collection |
| -- |
IDEB |
| -- |
cis23802636 |
| 994 ## - |
|---|
| -- |
92 |
| -- |
ATIST |