The COVID-19 pandemic upended the lives of many and taught us the critical importance of taking care of one's health and wellness. Technological advances, coupled with advances in healthcare, has enabled the widespread growth of a new area called mobile health or mHealth that ha…
"This book introduces the semantic aspects of natural language processing and its applications. Topics covered include: measuring word meaning similarity, multi-lingual querying, and parametric theory, named entity recognition, semantics, query language, the and the nature of la…
Cover -- Half Title -- Title Page -- Copyright Page -- Table of Contents -- Authors -- CHAPTER 1 . Introduction -- CHAPTER 2 . Raspberry Pi Unraveled -- CHAPTER 3 . Python and Its Libraries for Machine Learning -- CHAPTER 4 . Machine Learning -- CHAPTER 5 . Introduction to Image…
"With applications in insurance, banking and finance as well as engineering and the natural sciences, Operational Risk Assessment is an important tool to mitigate losses. This textbook focuses on loss data analysis using a maximum entropy approach. After introductions of statist…
"The purpose of this book is to provide an accessible, yet comprehensive, account of data science and machine learning. It is intended for anyone interested in gaining a better understanding of the mathematics and statistics that underpin the rich variety of ideas and machine le…
"This book will deal with statistical analysis of basketball data, with special attention to the most recent advances. The book will be of use to statisticians and machine learning experts who want to work in the basketball field. Readers will be able to create graphs and analys…
In recent years, investments by cloud companies in mega data centers and associated network infrastructure has created a very active and dynamic segment in the optical components and modules market. Optical interconnect technologies at high speed play a critical role for the gro…
In recent years, a considerable amount of effort has been devoted, both in industry and academia, to improving maintenance. Time is a critical factor in maintenance, and efforts are placed to monitor, analyze, and visualize machine or asset data in order to anticipate to any pos…
Algorithms and Applications for Academic Search, Recommendation and Quantitative Association Rule Mining presents novel algorithms for academic search, recommendation and association rule mining that have been developed and optimized for different commercial as well as academic …