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Advanced Time Series Forecasting Using Data Mining Techniques: Intelligent Analysis to Mine Temporal Data Francisco Martínez Álvarez
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Advanced Time Series Forecasting Using Data Mining Techniques: Intelligent Analysis to Mine Temporal Data
Francisco Martínez Álvarez
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.
| Medien | Bücher Taschenbuch (Buch mit Softcover und geklebtem Rücken) |
| Erscheinungsdatum | 28. Dezember 2010 |
| ISBN13 | 9783843360418 |
| Verlag | LAP LAMBERT Academic Publishing |
| Seitenanzahl | 164 |
| Maße | 226 × 9 × 150 mm · 249 g |
| Sprache | Englisch |