| 000 -LEADER |
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| fixed length control field |
05229nam a2200661 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
6813328 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20200413152908.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
130118s2013 caua foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781608458936 (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781608458929 (pbk.) |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00465ED1V01Y201212DTM033 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl00402003 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)824172444 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.D32 |
| Item number |
C446 2013 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
003.54 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chen, Lei, |
| Dates associated with a name |
1972- |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Query processing over uncertain databases |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
Lei Chen, Xiang Lian. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : |
| Name of publisher, distributor, etc. |
Morgan & Claypool, |
| Date of publication, distribution, etc. |
c2013. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 electronic text (x, 91 p.) : |
| Other physical details |
ill., digital file. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on data management, |
| International Standard Serial Number |
2153-5426 ; |
| Volume/sequential designation |
# 33 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Series from website. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (p. 83-89). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- 1.1 Uncertain data management -- 1.2 Real applications of uncertain data management -- 1.3 Classifications of uncertain data -- 1.4 Major challenges of uncertain data management -- 1.5 Outline -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Uncertain data models -- 2.1 Uncertain databases -- 2.2 Possible worlds semantics -- 2.3 Independent uncertainty model -- 2.4 Correlated uncertainty model -- 2.5 Uncertainty model with local correlations -- 2.6 Exercises -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Spatial query semantics over uncertain data models -- 3.1 A warm-up example of probabilistic range query -- 3.2 Probabilistic nearest neighbor queries -- 3.2.1 Motivation -- 3.2.2 Background -- 3.2.3 Definition of PNN -- 3.3 Probabilistic reverse nearest neighbor queries -- 3.3.1 Motivation -- 3.3.2 Background -- 3.3.3 Definition of PRNN -- 3.4 Probabilistic reverse skyline queries -- 3.4.1 Motivation -- 3.4.2 Definition of PRS -- 3.5 Exercises -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Spatial query processing over uncertain databases -- 4.1 General framework -- 4.1.1 The filter-and-refine framework -- 4.1.2 Highlights of basic pruning techniques -- 4.2 Spatial pruning -- 4.2.1 Spatial pruning for probabilistic nearest neighbor queries -- 4.2.2 Spatial pruning for probabilistic reverse nearest neighbor queries -- 4.2.3 Spatial pruning for probabilistic reverse skyline queries -- 4.3 Probabilistic pruning -- 4.3.1 Probabilistic pruning for probabilistic nearest neighbor queries -- 4.3.2 Probabilistic pruning for probabilistic reverse nearest neighbor queries -- 4.3.3 Probabilistic pruning for probabilistic reverse skyline queries -- 4.4 Refinement -- 4.4.1 Refinement for probabilistic nearest neighbor queries -- 4.4.2 Refinement for probabilistic reverse nearest neighbor queries -- 4.4.3 Refinement for probabilistic reverse skyline queries -- 4.5 Query procedure -- 4.5.1 Probabilistic nearest neighbor query answering -- 4.5.2 Probabilistic reverse nearest neighbor query answering -- 4.5.3 Probabilistic reverse skyline query answering -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Conclusion -- A. Steps to compute the minimum distance -- Bibliography -- Authors' biographies. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
Due to measurement errors, transmission lost, or injected noise for privacy protection, uncertainty exists in the data of many real applications. However, query processing techniques for deterministic data cannot be directly applied to uncertain data because they do not have mechanisms to handle the data uncertainty. Therefore, efficient and effective manipulation of uncertain data is a practical yet challenging research topic. In this book, we start from the data models for imprecise and uncertain data, move on to defining different semantics for queries on uncertain data, and finally discuss the advanced query processing techniques for various probabilistic queries in uncertain databases.The book serves as a comprehensive guideline for query processing over uncertain databases. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF t.p. (viewed on January 18, 2013). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Querying (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Uncertainty (Information theory) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Databases. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
uncertain databases |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
possible worlds |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
attribute correlation |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
tuple correlation |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
spatial pruning |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
probabilistic pruning |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
refinement |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Lian, Xiang. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781608458929 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on data management ; |
| Volume/sequential designation |
# 33. |
| International Standard Serial Number |
2153-5426 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=6813328 |
