| Advanced Time Series Forecasting Using Data Mining Techniques Contributor(s): Martinez Alvarez, Francisco (Author) |
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ISBN: 3843360413 ISBN-13: 9783843360418 Publisher: LAP Lambert Academic Publishing OUR PRICE: $69.77 Product Type: Paperback Published: December 2010 |
| Additional Information |
| BISAC Categories: - Computers | Information Technology |
| Physical Information: 0.38" H x 6" W x 9" (0.55 lbs) 164 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |