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Feature Learning and Understanding - Algorithms and Applications (Paperback, 1st ed. 2020) Loot Price: R4,106
Discovery Miles 41 060
Feature Learning and Understanding - Algorithms and Applications (Paperback, 1st ed. 2020): Haitao Zhao, Zhihui Lai, Henry...

Feature Learning and Understanding - Algorithms and Applications (Paperback, 1st ed. 2020)

Haitao Zhao, Zhihui Lai, Henry Leung, Xianyi Zhang

Series: Information Fusion and Data Science

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Loot Price R4,106 Discovery Miles 41 060 | Repayment Terms: R385 pm x 12*

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This book covers the essential concepts and strategies within traditional and cutting-edge feature learning methods thru both theoretical analysis and case studies. Good features give good models and it is usually not classifiers but features that determine the effectiveness of a model. In this book, readers can find not only traditional feature learning methods, such as principal component analysis, linear discriminant analysis, and geometrical-structure-based methods, but also advanced feature learning methods, such as sparse learning, low-rank decomposition, tensor-based feature extraction, and deep-learning-based feature learning. Each feature learning method has its own dedicated chapter that explains how it is theoretically derived and shows how it is implemented for real-world applications. Detailed illustrated figures are included for better understanding. This book can be used by students, researchers, and engineers looking for a reference guide for popular methods of feature learning and machine intelligence.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Information Fusion and Data Science
Release date: April 2021
First published: 2020
Authors: Haitao Zhao • Zhihui Lai • Henry Leung • Xianyi Zhang
Dimensions: 235 x 155mm (L x W)
Format: Paperback
Pages: 291
Edition: 1st ed. 2020
ISBN-13: 978-3-03-040796-4
Categories: Books > Computing & IT > Applications of computing > Pattern recognition
Books > Social sciences > Sociology, social studies > Social research & statistics > General
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
Books > Computing & IT > Applications of computing > Image processing > General
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General
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LSN: 3-03-040796-9
Barcode: 9783030407964

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