MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02118cam a2200325 a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
15581039 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
KPTM |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20150318034005.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
090109s2009 paua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2008056149 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780898716757 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
KPTM |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.D343 |
| Item number |
K151 2009 |
| 084 ## - OTHER CLASSIFICATION NUMBER |
|---|
| Classification number |
ST 530 |
| Number source |
rvk |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kamath, Chandrika. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Scientific data mining : |
| Remainder of title |
a practical perspective / |
| Statement of responsibility, etc. |
Chandrika Kamath. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Philadelphia : |
| Name of publisher, distributor, etc. |
Society for Industrial and Applied Mathematics, |
| Date of publication, distribution, etc. |
c2009. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 286 p. : |
| Other physical details |
ill. ; |
| Dimensions |
26 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (p. 235-277) and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Data mining in science and engineering -- Common themes in mining scientific data -- The scientific data mining process -- Reducing the size of the data -- Fusing different data modalities -- Enhancing image data -- Finding objects in the data -- Extracting features describing the objects -- Reducing the dimension of the data -- Finding patterns in the data -- Visualizing the data and validating the results -- Scientific data mining systems -- Lessons learned, challenges, and opportunities. |
| 520 8# - SUMMARY, ETC. |
|---|
| Summary, etc. |
Chandrika Kamath describes how techniques from the multi-disciplinary field of data mining can be used to address the modern problem of data overload in science and engineering domains. Starting with a survey of analysis problems in different applications, it identifies the common themes across these domains. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Science |
| General subdivision |
Databases |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Engineering |
| General subdivision |
Databases. |
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Table of contents only |
| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/enhancements/fy0916/2008056149-t.html">http://www.loc.gov/catdir/enhancements/fy0916/2008056149-t.html</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Publisher description |
| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/enhancements/fy0916/2008056149-d.html">http://www.loc.gov/catdir/enhancements/fy0916/2008056149-d.html</a> |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Contributor biographical information |
| Uniform Resource Identifier |
<a href="http://www.loc.gov/catdir/enhancements/fy0916/2008056149-b.html">http://www.loc.gov/catdir/enhancements/fy0916/2008056149-b.html</a> |
| 856 41 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Table of contents |
| Uniform Resource Identifier |
<a href="http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=017363421&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=017363421&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Open Shelf Books |