| 000 -LEADER |
|---|
| fixed length control field |
02089cam a2200481 a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20150712005534.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
|---|
| fixed length control field |
m m |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
co ugu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
080204s2009 sz ab b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780849382376 (hbk. : CRC Press) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9782940222247 (hbk. : EPFL Press) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaNFSM |
| Language of cataloging |
eng |
| Transcribing agency |
AU| |
| Modifying agency |
BWX |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QE33.2.M3 |
| Item number |
K36 2009 |
| 060 ## - NATIONAL LIBRARY OF MEDICINE CALL NUMBER |
|---|
| Item number |
K M |
| 082 1# - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
550 |
| 084 ## - OTHER CLASSIFICATION NUMBER |
|---|
| Classification number |
550 |
| Item number |
K M |
| 001 - CONTROL NUMBER |
|---|
| control field |
0000073951 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
0000 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kanevski, Mikhail. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Machine learning for spatial environmental data |
| Medium |
[[Book] :] |
| Remainder of title |
theory, applications and software / |
| Statement of responsibility, etc. |
Mikhail Kanevski, Alexei Pozdnoukhov and Vadim Timonin. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Lausanne, Switzerland : |
| Name of publisher, distributor, etc. |
EPFL Press ; |
| Place of publication, distribution, etc. |
Boca Raton, Fla. : |
| Name of publisher, distributor, etc. |
Distributed by CRC Press, |
| Date of publication, distribution, etc. |
c2009. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xii, 377 p. : |
| Other physical details |
ill. (some col.), maps ; |
| Dimensions |
25 cm. + |
| Accompanying material |
+1 CD-ROM (4 3/4 in.). |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Environmental sciences |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Title on accompanying CD-ROM: Machine learning office : software for environmental spatial data analysis, full research version. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
At head of title: Environmental engineering. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (p. [347]-371) and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Learning from geospatial data -- Exploratory spatial data analysis : presentation of data and case studies -- Geostatistics -- Artificial neural networks -- Support vector machines and kernel methods. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Accompanying CD-RM contains Machine learning office software, MLO guide (pdf) and examples of data. |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Target audience note |
All age. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements for accompanying CD-ROM: Windows XP or Vista; CD-ROM drive. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Environmental mapping |
| Form subdivision |
Software. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Geospatial data. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Mappings (Mathematics). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Cartography |
| General subdivision |
Computer programs. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Geographic information systems. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kanevski, Mikhail. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Timonin, Vadim. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pozdnoukhov, Alexei. |
| 740 02 - ADDED ENTRY--UNCONTROLLED RELATED/ANALYTICAL TITLE |
|---|
| Uncontrolled related/analytical title |
Machine learning office. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Books |
