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Explores basic and high-level concepts, thus serving as a manual for those in the industry while also helping beginners to understand both basic and advanced aspects Based on the latest technologies, covering the major challenges, issues, and advances of big data and data analytics in green computing Covers intelligent data management and automated systems through big data and data analytics Presents the use of machine learning using big data Provides advanced system implementation for smart cities
This book gathers selected high-quality papers presented at the International Conference on Computing, Power and Communication Technologies 2019 (GUCON 2019), organized by Galgotias University, India, in September 2019. The content is divided into three sections - data mining and big data analysis, communication technologies, and cloud computing and computer networks. In-depth discussions of various issues within these broad areas provide an intriguing and insightful reference guide for researchers, engineers and students alike.
Information theory is a relatively new branch of mathematics that was made mathematically rigorous only in the 1940s. Since information is energy, we have to measure, manage, regulate and control it for the welfare of mankind. The main use of information is to remove uncertainty. In fact, we measure information supplied by the amount of uncertainty removed in an experiment. Hence the measure of information is essentially a measure of uncertainty. Various measures of information such as entropies and directed divergence have attracted the interest of scientific community recently primarily due to their use in several disciplines such as in Biology, Psychology, Economics, Statistics, Cybernetics, Questionnaire theory, coding theory and many more. The aim of this book is to study generalized information measures and their applications. New generalized exponential survival entropies are defined and their important properties and applications have been studied. The generalized 'useful' f-divergence information measures have been introduced and their bounds have been derived.
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