Advanced Time Series Forecasting Using Data Mining Techniques: Intelligent Analysis to Mine Temporal Data

Martínez Álvarez, Francisco

ISBN 10: 3843360413 / ISBN 13: 9783843360418

Verlag: LAP LAMBERT Academic Publishing, 2010

Beschreibung

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Bestandsnummer des Verkäufers 9783843360418

Bibliografische Details

• Titel: Advanced Time Series Forecasting Using Data Mining Techniques: Intelligent Analysis to Mine Temporal Data
• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsjahr: 2010
• Sprache: Englisch
• ISBN-10: 3843360413
• ISBN-13: 9783843360418
• Einband: Softcover
• Zustand: New

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Inhaltsangabe

This book provides new approaches to forecast time series, based on data mining techniques. It explores several clustering algorithms and proposes methods to exploit their strengths when dealing with temporal data. This work proposes thus a brand new philosophy to forecast any kind of time series, as all introduced methodologies claim to be general- purpose. In fact, more than one hundred real-world time series have been analyzed with great accuracy.