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This volume takes the reader on a technological voyage of machine
learning advancements, highlighting the systematic changes in
algorithms, challenges, and constraints. The technological
advancements in the ML arena have transformed and revolutionized
several fields, including transportation, agriculture, finance,
weather monitoring, and others. This book brings together
researchers, authors, industrialists, and academicians to cover a
vast selection of topics in ML, starting with the rudiments of
machine learning approaches and going on to specific applications
in healthcare and industrial automation. The book begins with an
overview of the ethics, security and privacy issues, future
directions, and challenges in machine learning as well as a
systematic review of deep learning techniques and provides an
understanding of building generative adversarial networks. Chapters
explore predictive data analytics for health issues. The book also
adds a macro dimension by highlighting the industrial applications
of machine learning, such as in the steel industry, for urban
information retrieval, in garbage detection, in measuring air
pollution, for stock market predictions, for underwater fish
detection, as a fake news predictor, and more.
Cyber-Physical Systems: A Comprehensive Guide explores the complete
sys-tem perspective, underlying theories, modelling, and the
applications of Cyber Physical Systems (CPS). It aims to cover all
topics ranging from discussion of ru-diments of the system,
efficient management, to recent research challenges and issues.
Editors aim to present the book in a self-sufficient manner and to
achieve this, the book has been edited to include all the aspects
of CPS. The book fo-cuses on the concept map of CPS including
latest technological interventions; issues, challenges, and the
integration of CPS with IoT & Big Data Analytics. This aims to
bring together unique contributions on cyber-physical systems
research and education with applications in industrial,
agriculture, and medical domains. The main aim of the book is to
provide a roadmap to the latest advancements to provide optimal
solutions in the field of CPS. Features * Coverage of rudiments of
the subject * Discussion of recent advancements in the associated
field * Considers an audience of diverse domains * Suitable for
students (both UG and PG level) and researchers in the field of CPS
This book aims to present the emergence of Cyber Physical Systems
in response to revolutionary advancements in IoT. While discussing
the associated challenges, it also endeavors to devise efficient
models which are competent to address these challenges. This book
aims to cater to researchers and academicians working in the
related field of CPS.
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