Intelligent Feature Selection for Machine Learning Using the Dynamic Wavelet Fingerprint

Catégorie

Biomedical engineering

Boutique

Wordery

Marque

Springer international publish

Intelligent Feature Selection for Machine Learning Using the Dynamic Wavelet Fingerprint : Springer : 9783030493943 : 3030493946 : 02 Jul 2020 : This book discusses various applications of machine learning using a new approach, the dynamic wavelet fingerprint technique, to identify features for machine learning and pattern classification in time-domain signals. Whether for medical imaging or structural health monitoring, it develops analysis techniques and measurement technologies for the quantitative characterization of materials, tissues and structures by non-invasive means. Intelligent Feature Selection for Machine Learning using the Dynamic Wavelet Fingerprint begins by providing background information on machine learning and the wavelet fingerprint technique. It then progresses through six technical chapters, applying the methods discussed to particular real-world problems. Theses chapters are presented in such a way that they can be read on their own, depending on the reader's

143.44 EUR

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