Spectral Analysis of Complex Data: Data Mining Enhancements Using the Spectral Characteristics of Data - Softcover

Li, Wenyuan

 
9783639175431: Spectral Analysis of Complex Data: Data Mining Enhancements Using the Spectral Characteristics of Data
Softcover
ISBN 10: 3639175433 ISBN 13: 9783639175431
Verlag: VDM Verlag, 2009

Inhaltsangabe

Although data mining has made major advancements since it was first introduced, algorithms capable of handling data with complex characteristics, e.g., high dimensionality, complex graph structures, etc., are only making mainstreams in recent years. Creating such algorithms for complex data presents various challenges, many of which can be overcame by understanding the data characteristics via spectral decomposition. This book aims to study the spectral characteristics of data so that they can be exploited by specific applications to achieve better results. The book will address how spectral information can be integrated into the needs of different analytical tasks and hence, shed some light on this exciting field. The book would be useful to professionals and researchers in data mining and information analysis, or anyone else who are interested in utilizing matrix computation techniques in complex data analysis.

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Verlag
VDM Verlag
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
3639175433
ISBN 13 
9783639175431
Einband
Taschenbuch
Anzahl der Seiten
172
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Zeitfracht Medien GmbH
info-medien@zeitfracht.de

Ferdinand-Jühlke-Straße 7
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Deutschland