MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02419cam a22004454i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20221101193634.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
070704s2006 maua b 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2005053433 |
| 011 ## - LINKING LIBRARY OF CONGRESS CONTROL NUMBER [OBSOLETE] |
|---|
| Local cataloguing issues note |
BIB MATCHES WORLDCAT |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
026218253X |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780262182539 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(ATU)b11219968 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)61285753 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(DLC) 2005053433 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Modifying agency |
ATU |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA274.4 |
| Item number |
.R37 2006 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.23 |
| Edition number |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Rasmussen, Carl Edward, |
| Relator term |
author. |
| 9 (RLIN) |
1062267 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Gaussian processes for machine learning / |
| Statement of responsibility, etc. |
Carl Edward Rasmussen, Christopher K.I. Williams. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cambridge, Mass. : |
| Name of producer, publisher, distributor, manufacturer |
MIT Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2006] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2006 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 248 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
26 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Adaptive computation and machine learning |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 223-238) and index. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
1. |
| Title |
Introduction -- |
| Miscellaneous information |
2. |
| Title |
Regression -- |
| Miscellaneous information |
3. |
| Title |
Classification -- |
| Miscellaneous information |
4. |
| Title |
Covariance functions -- |
| Miscellaneous information |
5. |
| Title |
Model selection and adaptation of hyperparameters -- |
| Miscellaneous information |
6. |
| Title |
Relationships between GPs and other models -- |
| Miscellaneous information |
7. |
| Title |
Theoretical perspectives -- |
| Miscellaneous information |
8. |
| Title |
Approximation methods for large datasets -- |
| Miscellaneous information |
9. |
| Title |
Further issues and conclusions. |
| 520 1# - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics."--BOOK JACKET. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Machine converted from AACR2 source record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Gaussian processes |
| General subdivision |
Data processing |
| 9 (RLIN) |
779461 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning |
| General subdivision |
Mathematical models |
| 9 (RLIN) |
718591 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Williams, Christopher K. I., |
| Relator term |
author. |
| 9 (RLIN) |
248887 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Adaptive computation and machine learning. |
| 9 (RLIN) |
1021113 |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
|---|
| a |
.b11219968 |
| b |
03-10-17 |
| c |
27-10-15 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Book |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) |
|---|
| a |
519.23 RAS |
| g |
1 |
| i |
A402039B |
| j |
0 |
| l |
cmain |
| o |
- |
| p |
$45.97 |
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0 |
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2 |
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0 |
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0 |
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0 |
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.i12579786 |
| z |
29-10-15 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| -- |
b |
| -- |
c |
| Operator's initials, OID (RLIN) |
06-04-16 |
| Cataloger's initials, CIN (RLIN) |
m |
| First date, FD (RLIN) |
a |
| -- |
eng |
| -- |
mau |
| -- |
0 |
