Springer
Fusion Methods for Unsupervised Learning Ensembles (English, Bruno Baruque)
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About the Book
The application of a "committee of experts" or ensemble learning to artificial neural networks that apply unsupervised learning techniques is widely considered to enhance the effectiveness of such networks greatly. This book examines the potential of the ensemble meta-algorithm by describing and testing a technique based on the combination of ensembles and statistical PCA that is able to determine the presence of outliers in high-dimensional data…
ISBN: 9783642162046
Book Specifications
| ISBN-13 | 9783642162046 |
| ISBN-10 | 3642162045 |
| Publisher | Springer |
| Category | Springer |
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