عنوان
پدید آورنده
موضوع
رده
HG176.5 .N46 2007eb
HG176
.
5
.
N46
2007eb
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0080555675
(Number (ISBN
0123704774
(Number (ISBN
9780080555676
(Number (ISBN
9780123704771
NATIONAL BIBLIOGRAPHY NUMBER
Number
b740838
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Probabilistic methods for financial and marketing informatics /
General Material Designation
[Book]
First Statement of Responsibility
Richard E. Neapolitan, Xia Jiang.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
San Fransisco, CA :
Name of Publisher, Distributor, etc.
Morgan Kaufmann Publishers,
Date of Publication, Distribution, etc.
©2007.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (viii, 413 pages) :
Other Physical Details
illustrations
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 397-408) and index.
CONTENTS NOTE
Text of Note
I: Informatics and Baysesian Networks; Introduction to Informatics; Basics of Probability and Statistics; Algorithms for Bayesian Networks; Decision Trees and Influence Diagrams. II: Business Informatics: Collaborative Filtering; Targeted Advertising; Market Basket Analysis; Venture Capital Decision Making; Measuring Operational Risk; Credit Scoring; Applications to Investment Science. Appendices.
0
SUMMARY OR ABSTRACT
Text of Note
Bayesian Networks are a form of probabilistic graphical models and they are used for modeling knowledge in many application areas, from medicine to image processing. They are particularly useful for business applications, ans * Unique coverage of probabilistic reasoning topics applied to business problems, including marketing, banking, operations management, and finance. * Shares insights about when and why probabilistic methods can and cannot be used effectively; * Complete review of Bayesian networks and probabilistic methods for those IT professionals new to informatics.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Elsevier Science & Technology
Stock Number
130453:130557
OTHER EDITION IN ANOTHER MEDIUM
Title
Probabilistic methods for financial and marketing informatics.
International Standard Book Number
0123704774
TOPICAL NAME USED AS SUBJECT
Bayesian statistical decision theory-- Data processing.
Finance-- Statistical methods.
Information technology.
Marketing-- Statistical methods.
Finances-- Méthodes statistiques.
Marketing-- Méthodes statistiques.
Statistique bayésienne-- Informatique.
Technologie de l'information.
Bayesian statistical decision theory-- Data processing.
BUSINESS & ECONOMICS-- Finance.
Finance-- Statistical methods.
Information technology.
Marketing-- Statistical methods.
(SUBJECT CATEGORY (Provisional
BUS-- 027000
DEWEY DECIMAL CLASSIFICATION
Number
332
.
01/519542
Edition
22
LIBRARY OF CONGRESS CLASSIFICATION
Class number
HG176
.
5
Book number
.
N46
2007eb
PERSONAL NAME - PRIMARY RESPONSIBILITY
Neapolitan, Richard E.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Jiang, Xia.
ORIGINATING SOURCE
Date of Transaction
20201204014646.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
