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Feature Extraction, Construction and Selection: a Data Mining Perspective - the Springer International Series in Engineering and Computer Science
Huan Liu
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Feature Extraction, Construction and Selection: a Data Mining Perspective - the Springer International Series in Engineering and Computer Science
Huan Liu
Data pre-processing is an essential step in the knowledge discovery process for real-world applications. This book compiles contributions from researchers in this field and offers the techniques that can boost the capabilities of many data mining tools. It is suitable for researchers and graduate students in machine learning and data mining.
434 pages, biography
| Medie | Bøger Hardcover bog (Bog med hård ryg og stift omslag) |
| Udgivet | 31. august 1998 |
| ISBN13 | 9780792381969 |
| Forlag | Kluwer Academic Publishers |
| Antal sider | 434 |
| Mål | 155 × 235 × 25 mm · 734 g |
![Cover for Huan Liu · Feature Selection for Knowledge Discovery and Data Mining - the Springer International Series in Engineering and Computer Science (Paperback Bog) [Softcover Reprint of the Original 1st Ed. 1998 edition] (2013)](https://imusic.b-cdn.net/images/item/original/040/9781461376040.jpg?huan-liu-2013-feature-selection-for-knowledge-discovery-and-data-mining-the-springer-international-series-in-engineering-and-computer-science-paperback-bog&class=scaled&v=1439833832)
![Cover for Huan Liu · Instance Selection and Construction for Data Mining - the Springer International Series in Engineering and Computer Science (Paperback Bog) [1st Ed. Softcover of Orig. Ed. 2001 edition] (2010)](https://imusic.b-cdn.net/images/item/original/618/9781441948618.jpg?huan-liu-2010-instance-selection-and-construction-for-data-mining-the-springer-international-series-in-engineering-and-computer-science-paperback-bog&class=scaled&v=1439833832)
![Cover for Huan Liu · Social Computing, Behavioral Modeling, and Prediction (Paperback Bog) [Softcover reprint of hardcover 1st ed. 2008 edition] (2010)](https://imusic.b-cdn.net/images/item/original/976/9781441945976.jpg?huan-liu-2010-social-computing-behavioral-modeling-and-prediction-paperback-bog&class=scaled&v=1439833832)
![Cover for Huan Liu · Social Computing and Behavioral Modeling (Hardcover bog) [2009 edition] (2009)](https://imusic.b-cdn.net/images/item/original/555/9781441900555.jpg?huan-liu-2009-social-computing-and-behavioral-modeling-hardcover-bog&class=scaled&v=1437202997)
![Cover for Huan Liu · Social Computing, Behavioral Modeling, and Prediction (Hardcover bog) [2008 edition] (2008)](https://imusic.b-cdn.net/images/item/original/712/9780387776712.jpg?huan-liu-2008-social-computing-behavioral-modeling-and-prediction-hardcover-bog&class=scaled&v=1427230509)
![Cover for Huan Liu · Instance Selection and Construction for Data Mining - The Springer International Series in Engineering and Computer Science (Hardcover bog) [2001 edition] (2001)](https://imusic.b-cdn.net/images/item/original/097/9780792372097.jpg?huan-liu-2001-instance-selection-and-construction-for-data-mining-the-springer-international-series-in-engineering-and-computer-science-hardcover-bog&class=scaled&v=1439833823)