The Resource Similarity search : the metric space approach, Pavel Zezula ... et al, (electronic resource)

Similarity search : the metric space approach, Pavel Zezula ... et al, (electronic resource)

Label
Similarity search : the metric space approach
Title
Similarity search
Title remainder
the metric space approach
Statement of responsibility
Pavel Zezula ... et al
Contributor
Provider
Subject
Language
eng
Summary
In the Information Society, information holds the master key to economic influence. Similarity Search: The Metric Space Approach will focus on efficient ways to locate user-relevant information in collections of objects, the similarity of which is quantified using a pairwise distance measure. This book is a direct response to recent advances in computing, communications and storage which have led to the current flood of digital libraries, data warehouses and the limitless heterogeneity of internet resources. Similarity Search: The Metric Space Approach will introduce state-of-the-art in developing index structures for searching complex data modeled as instances of a metric space. This book consists of two parts. Part 1 presents the metric search approach in a nutshell by defining the problem, describes major theoretical principals, and provides an extensive survey of specific techniques for a large range of applications. Part 2 concentrates on approaches particularly designed for searching in very large collections of data. Similarity Search: The Metric Space Approach is designed for a professional audience, composed of academic researchers as well as practitioners in industry. This book is also suitable as introductory material for graduate-level students in computer science
Member of
Is part of
Cataloging source
GW5XE
Image bit depth
0
LC call number
QA76.9
LC item number
.S565 2006eb
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Zezula, Pavel
Series statement
Advances in Database Systems,
Series volume
32
http://library.link/vocab/subjectName
  • Data mining
  • Database searching
  • Computer algorithms
  • COMPUTERS
  • COMPUTERS
  • COMPUTERS
  • Informatique
  • Computer algorithms
  • Data mining
  • Database searching
  • Computer Science
  • Data Storage Representation
  • Data Structures
  • Database Management
  • Files
  • Information Storage and Retrieval
  • Database searching
  • Computer algorithms
  • Electronic books
  • Data mining
Label
Similarity search : the metric space approach, Pavel Zezula ... et al, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Metric Searching in a Nutshell -- Foundations of Metric Space Searching -- Survey of Existing Approaches -- Metric Searching in Large Collections of Data -- Centralized Index Structures -- Approximate Similarity Search -- Parallel and Distributed Indexes
Dimensions
unknown
Extent
1 online resource (220 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9780387291468
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-0-387-29146-8
System control number
  • (OCoLC)262687478
  • (OCoLC)ocn262687478
  • (DE-He213)0-387-29151-2
Label
Similarity search : the metric space approach, Pavel Zezula ... et al, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Metric Searching in a Nutshell -- Foundations of Metric Space Searching -- Survey of Existing Approaches -- Metric Searching in Large Collections of Data -- Centralized Index Structures -- Approximate Similarity Search -- Parallel and Distributed Indexes
Dimensions
unknown
Extent
1 online resource (220 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9780387291468
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-0-387-29146-8
System control number
  • (OCoLC)262687478
  • (OCoLC)ocn262687478
  • (DE-He213)0-387-29151-2

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