Intelligent Feature Selection for Machine Learning Using the Dynamic Wavelet Fingerprint
Mark K. Hinders
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Intelligent Feature Selection for Machine Learning Using the Dynamic Wavelet Fingerprint

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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 wa...