Thumbprint Machine

Intelligent Feature Selection for Machine Learning Using the Dynamic Wavelet Fingerprint

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 area of interest, or read together to provide a comprehensive overview of the topic. Given its scope, the book will be of interest to practitioners, engineers and researchers seeking to leverage the latest advances in machine learning in order to develop solutions to practical problems in structural health monitoring, medical imaging, autonomous vehicles, wireless technology, and historical conservation.

Tour Leading (Edition 1)

This tour-leading book is suitable for people who wish to step into the tourism industry. This book covers the job tasks that need to be performed by a tour leader or tour manager in detail. The content structure is 100% based on the job-occupation standard requirements in certain countries. This book will cover the following topics: Introduction Perform pre-tour functions Perform a health, safety, and security briefing Perform on-tour functions Perform tour contingency measures Perform post-tour functions Perform job enrichment activities This book is also suitable for colleges and universities to use as a reference to teach related tourism subjects. This book includes certain exercise questions and discussions to be used in the tutorial lesson of the tourism course.

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