Verfügbarkeit: Spatio-temporal databases

Spatio-temporal databases: complex motion pattern queries

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Bibliographische Detailangaben
Hauptverfasser:	Vieira, Marcos R. (VerfasserIn), Tsotras, Vassilis J. (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham [u.a.] Springer 2013
Schriftenreihe:	SpringerBriefs in computer science
Online-Zugang:	BTU01 FHA01 FHM01 FHN01 FKE01 UBG01 UBR01 UBT01 UBW01 UER01 UPA01 Volltext Inhaltsverzeichnis Abstract
Beschreibung:	1 Online-Ressource
ISBN:	9783319024073 9783319024080
DOI:	10.1007/978-3-319-02408-0

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Datensatz im Suchindex

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adam_text	SPATIO-TEMPORAL DATABASES / VIEIRA, MARCOS R. : 2013 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION FLEXIBLE PATTERN QUERIES PATTERN QUERIES FOR MOBILE PHONE-CALL DATABASES FLOCK PATTERN QUERIES DIVERSIFIED PATTERN QUERIES CONCLUSION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. SPATIO-TEMPORAL DATABASES / VIEIRA, MARCOS R. : 2013 ABSTRACT / INHALTSTEXT THIS BRIEF PRESENTS SEVERAL NEW QUERY PROCESSING TECHNIQUES, CALLED COMPLEX MOTION PATTERN QUERIES, SPECIFICALLY DESIGNED FOR VERY LARGE SPATIO-TEMPORAL DATABASES OF MOVING OBJECTS. THE BRIEF BEGINS WITH THE DEFINITION OF FLEXIBLE PATTERN QUERIES, WHICH ARE POWERFUL BECAUSE OF THE INTEGRATION OF VARIABLES AND MOTION PATTERNS. THIS IS FOLLOWED BY A SUMMARY OF THE EXPRESSIVE POWER OF PATTERNS AND FLEXIBILITY OF PATTERN QUERIES. THE BRIEF THEN PRESENT THE SPATIO-TEMPORAL PATTERN SYSTEM (STPS) AND DENSITY-BASED PATTERN QUERIES. STPS DATABASES CONTAIN MILLIONS OF RECORDS WITH INFORMATION ABOUT MOBILE PHONE CALLS AND ARE DESIGNED AROUND CELLULAR TOWERS AND PLACES OF INTEREST. DENSITY-BASED PATTERN QUERIES CAPTURE THE AGGREGATE BEHAVIOR OF TRAJECTORIES AS GROUPS. SEVERAL EVALUATION ALGORITHMS ARE PRESENTED FOR FINDING GROUPS OF TRAJECTORIES THAT MOVE TOGETHER IN SPACE AND TIME, I.E. WITHIN A PREDEFINED DISTANCE TO EACH OTHER. FINALLY, THE BRIEF DESCRIBES A GENERIC FRAMEWORK, CALLED DIVDB, FOR DIVERSIFYING QUERY RESULTS. TWO NEW EVALUATION METHODS, AS WELL AS SEVERAL EXISTING ONES, ARE DESCRIBED AND TESTED IN THE PROPOSED DIVDB FRAMEWORK. THE EFFICIENCY AND EFFECTIVENESS OF ALL THE PROPOSED COMPLEX MOTION PATTERN QUERIES ARE DEMONSTRATED THROUGH AN EXTENSIVE EXPERIMENTAL EVALUATION USING REAL AND SYNTHETIC SPATIO-TEMPORAL DATABASES. THIS CLEAR EVALUATION OF NEW QUERY PROCESSING TECHNIQUES MAKES SPATIO-TEMPORAL DATABASE A VALUABLE RESOURCE FOR PROFESSIONALS AND RESEARCHERS STUDYING DATABASES, DATA MINING, AND PATTERN RECOGNITION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
any_adam_object	1
author	Vieira, Marcos R. Tsotras, Vassilis J.
author_facet	Vieira, Marcos R. Tsotras, Vassilis J.
author_role	aut aut
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author_variant	m r v mr mrv v j t vj vjt
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dewey-hundreds	000 - Computer science, information, general works
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dewey-sort	15.74
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discipline	Informatik Medizin
doi_str_mv	10.1007/978-3-319-02408-0
format	Electronic eBook
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spelling	Vieira, Marcos R. Verfasser aut Spatio-temporal databases complex motion pattern queries Marcos R. Vieira ; Vassilis J. Tsotras Cham [u.a.] Springer 2013 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in computer science Tsotras, Vassilis J. Verfasser aut https://doi.org/10.1007/978-3-319-02408-0 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026931333&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026931333&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Vieira, Marcos R. Tsotras, Vassilis J. Spatio-temporal databases complex motion pattern queries
title	Spatio-temporal databases complex motion pattern queries
title_auth	Spatio-temporal databases complex motion pattern queries
title_exact_search	Spatio-temporal databases complex motion pattern queries
title_full	Spatio-temporal databases complex motion pattern queries Marcos R. Vieira ; Vassilis J. Tsotras
title_fullStr	Spatio-temporal databases complex motion pattern queries Marcos R. Vieira ; Vassilis J. Tsotras
title_full_unstemmed	Spatio-temporal databases complex motion pattern queries Marcos R. Vieira ; Vassilis J. Tsotras
title_short	Spatio-temporal databases
title_sort	spatio temporal databases complex motion pattern queries
title_sub	complex motion pattern queries
url	https://doi.org/10.1007/978-3-319-02408-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026931333&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026931333&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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