| 000 -LEADER |
|---|
| fixed length control field |
01918 a2200313 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
Nust |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20220801124027.0 |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2009008615 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0-262-01319-3 (hardcover : alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
978-0-262-01319-2 (hardcover : alk. paper) |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)ocn311310322 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
DAW12537823 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
Nust |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.54202,KOL |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Koller, Daphne |
| 9 (RLIN) |
96035 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Probabilistic Graphical Models : |
| Remainder of title |
Principles and Techniques / |
| Statement of responsibility, etc. |
Daphne Koller, Nir Friedman |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cambridge, MA : |
| Name of publisher, distributor, etc. |
MIT Press, |
| Date of publication, distribution, etc. |
cop. 2009 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxxv, 1231 s. : |
| Other physical details |
ill. |
| 490 0# - SERIES STATEMENT |
|---|
| Series statement |
Adaptive computation and machine learning |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction (Page-1), Foundations (Page-15), Bayesian Network Representation (Page-45), Undirected Graphical Models (Page-103), Local Probabilistic Models (Page-157), Template-Based Representations (Page-199), Gaussian Network Models (Page-247), Exponential Family (Page-261), Exact Inference: Variable Elimination (Page-287), Exact Inference: Clique Trees (Page-345), Inference as Optimization (Page-381), Particle-Based Approximate Inference (Page-487), MAP Inference (Page-551), Inference in Hybrid Networks (Page-605), Inference in Temporal Models (Page-651), Learning Graphical Models: Overview (Page-697), Parameter Estimation (Page-717), Structure Learning in Bayesian Networks (Page-783), Partially Observed Data (Page-849), Learning Undirected Models (Page-943), Causality (Page-1009), Utilities and Decisions (Page-1059), Structured Decision Problems (Page-1085), |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Bayesian statistical decision theory |
| General subdivision |
Graphic methods. |
| 9 (RLIN) |
96036 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Beslutsteori |
| General subdivision |
matematisk statistik |
| 9 (RLIN) |
96037 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Graphical modeling (Statistics) |
| 9 (RLIN) |
96038 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Probability |
| 9 (RLIN) |
225 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Sannolikhetskalkyl |
| 9 (RLIN) |
95846 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Statistisk inferens |
| 9 (RLIN) |
96039 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Friedman, Nir |
| 9 (RLIN) |
96040 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
Reference |
