Advanced Time Series Forecasting Using Data Mining Techniques

Intelligent Analysis to Mine Temporal Data

von Francisco Martínez Álvarez

164 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Themen: Informatik und Informationstechnologie Allgemeine Themen
• ISBN: 9783843360418
• Sprache: Englisch
• Erscheinungsdatum: 28.12.2010
• Größe: 220 x 150 mm
• Verlag: LAP LAMBERT Academic Publishing