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The Resource Exploratory analysis of spatial and temporal data : a systematic approach, Natalia Andrienko, Gennady Andrienko

Exploratory analysis of spatial and temporal data : a systematic approach, Natalia Andrienko, Gennady Andrienko

Label
Exploratory analysis of spatial and temporal data : a systematic approach
Title
Exploratory analysis of spatial and temporal data
Title remainder
a systematic approach
Statement of responsibility
Natalia Andrienko, Gennady Andrienko
Creator
Contributor
Subject
Language
eng
Summary
Exploratory data analysis (EDA) is about detecting and describing patterns, trends, and relations in data, motivated by certain purposes of investigation. As something relevant is detected in data, new questions arise, causing specific parts to be viewed in more detail. So EDA has a significant appeal: it involves hypothesis generation rather than mere hypothesis testing. The authors describe in detail and systemize approaches, techniques, and methods for exploring spatial and temporal data in particular. They start by developing a general view of data structures and characteristics and then build on top of this a general task typology, distinguishing between elementary and synoptic tasks. This typology is then applied to the description of existing approaches and technologies, resulting not just in recommendations for choosing methods but in a set of generic procedures for data exploration. Professionals practicing analysis will profit from tested solutions - illustrated in many examples - for reuse in the catalogue of techniques presented. Students and researchers will appreciate the detailed description and classification of exploration techniques, which are not limited to spatial data only. In addition, the general principles and approaches described will be useful for designers of new methods for EDA
Is part of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Andrienko, Natalia
Dewey number
005.75
Illustrations
illustrations
Index
index present
LC call number
QA278
LC item number
.A534 2006eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Andrienko, Gennady
http://library.link/vocab/subjectName
  • Temporal databases
  • Spatial analysis (Statistics)
  • Multivariate analysis
  • Analyse multivariée
  • Analyse spatiale (Statistique)
  • Bases de données spatio-temporelles
  • MATHEMATICS
  • Spatial analysis (Statistics)
  • Multivariate analysis
  • Temporal databases
  • Informatique
  • Multivariate analysis
  • Spatial analysis (Statistics)
  • Temporal databases
Label
Exploratory analysis of spatial and temporal data : a systematic approach, Natalia Andrienko, Gennady Andrienko
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Data -- Tasks -- Tools -- Principles -- Conclusion
Control code
209952518
Dimensions
unknown
Extent
1 online resource (xv, 703 pages)
Form of item
online
Isbn
9783540311904
Lccn
2005936053
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/3-540-31190-4
Other physical details
illustrations (some color)
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-25994-7
Specific material designation
remote
System control number
(OCoLC)209952518
Label
Exploratory analysis of spatial and temporal data : a systematic approach, Natalia Andrienko, Gennady Andrienko
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Data -- Tasks -- Tools -- Principles -- Conclusion
Control code
209952518
Dimensions
unknown
Extent
1 online resource (xv, 703 pages)
Form of item
online
Isbn
9783540311904
Lccn
2005936053
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/3-540-31190-4
Other physical details
illustrations (some color)
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-25994-7
Specific material designation
remote
System control number
(OCoLC)209952518

Library Locations

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      38.944491 -92.326012
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      38.946102 -92.330125
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