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Fusion Methods for Unsupervised Learning Ensembles (English, Bruno Baruque)
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Specifications
| Publisher | Springer |
| Language | English |
| ISBN-13 | 9783642162046 |
| ISBN-10 | 3642162045 |
| Author | Bruno Baruque |
Product Description
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 Insights
What You'll Learn
- ·In-depth exploration of topics covered in Fusion Methods for Unsupervised Learning Ensembles
- ·Key concepts explained with clarity and practical examples
- ·Insights valuable for anyone studying or working in Springer
Who Should Read This
Students and professionals interested in Springer, as well as general readers looking to expand their knowledge.
Key Highlights
- ·Brand new physical book delivered across India
- ·15-day hassle-free return policy
Frequently Asked Questions
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Is Fusion Methods for Unsupervised Learning Ensembles available in English?
Fusion Methods for Unsupervised Learning Ensembles is available in English on GlowMirror.
Who is the author of Fusion Methods for Unsupervised Learning Ensembles?
Fusion Methods for Unsupervised Learning Ensembles is authored by Bruno Baruque.
Who published Fusion Methods for Unsupervised Learning Ensembles?
Fusion Methods for Unsupervised Learning Ensembles is published by Springer.
How many pages does Fusion Methods for Unsupervised Learning Ensembles have?
Page count information for Fusion Methods for Unsupervised Learning Ensembles is available in the specifications section of this page.
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At an average reading speed of 250 words per minute, reading Fusion Methods for Unsupervised Learning Ensembles takes a few hours to a few days depending on reading pace.
What is Fusion Methods for Unsupervised Learning Ensembles about?
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 d...
Is Fusion Methods for Unsupervised Learning Ensembles suitable for beginners?
Whether Fusion Methods for Unsupervised Learning Ensembles is suitable for beginners depends on your background in Springer. Review the product description and specifications above for details on the target audience and difficulty level.
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