This book discusses various applications of machine learning using a new approach, the dynamic wavelet fingerprint technique, to identify features for machine l

The comprehensive compendium furnishes a quick and efficient entry point to many multiresolution techniques and facilitates the transition from an idea into a r

A practical guide for data scientists who want to improve the performance of any machine learning solution with feature engineering.

As computer power grows and data collection technologies advance, a plethora of data is generated in almost every field where computers are used. The com puter

Discover a variety of data-mining algorithms that are useful for selecting small sets of important features from among unwieldy masses of candidates, or extract