Fusion Methods for Unsupervised Learning Ensembles (English, Bruno Baruque)

Name: Fusion Methods for Unsupervised Learning Ensembles (English, Bruno Baruque)
Brand: Bruno Baruque
SKU: isbn-9783642162046
Price: 4885 INR
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by Bruno Baruque

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Book Details

Publisher

Springer

Language

English

ISBN-13

9783642162046

ISBN-10

3642162045

Author

Bruno Baruque

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

ISBN-13: 9783642162046

ISBN-10: 3642162045

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Product ID: isbn-9783642162046