| Description |
1 online resource : color illustrations |
| Series |
SpringerBriefs in Computer Science |
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SpringerBriefs in computer science.
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| Contents |
A gentle introduction to spatiotemporal data mining -- Modeling spatiotemporal trajectories -- Modeling spatiotemporal relationships among trajectories -- Significance measurements for spatiotemporal co-occurences -- Spatiotemporal co-occurence pattern (STCOP) mining -- Spatiotemporal event sequence (STES) mining |
| Summary |
This SpringerBrief provides an overview within data mining of spatiotemporal frequent pattern mining from evolving regions to the perspective of relationship modeling among the spatiotemporal objects, frequent pattern mining algorithms, and data access methodologies for mining algorithms. While the focus of this book is to provide readers insight into the mining algorithms from evolving regions, the authors also discuss data management for spatiotemporal trajectories, which has become increasingly important with the increasing volume of trajectories. This brief describes state-of-the-art knowledge discovery techniques to computer science graduate students who are interested in spatiotemporal data mining, as well as researchers/professionals, who deal with advanced spatiotemporal data analysis in their fields. These fields include GIS-experts, meteorologists, epidemiologists, neurologists, and solar physicists |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from PDF title page (EBSCO, viewed October 18, 2018) |
| Subject |
Spatial analysis (Statistics)
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Data mining.
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Geospatial data.
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Geographic information systems.
|
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Data Mining
|
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Geographic Information Systems
|
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spatial analysis.
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geographic information systems.
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Geographical information systems (GIS) & remote sensing.
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Political economy.
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Computer networking & communications.
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COMPUTERS -- General.
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Data mining
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Geographic information systems
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Geospatial data
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Spatial analysis (Statistics)
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| Form |
Electronic book
|
| Author |
Angryk, Rafal A., author
|
| ISBN |
9783319998732 |
|
3319998730 |
|
9783319998749 |
|
3319998749 |
|
