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This book gathers the latest advances, innovations, and
applications in the field of sensing technology, as presented by
international researchers and engineers at the 14th International
Conference on Sensing Technology (ICST), held in Chennai, India on
January 17-19, 2022. Contributions include a wide range of
topics such as: vision sensing, sensor signal processing, sensors
phenomena and modelling, sensor characterization, smart sensors and
sensor fusion, electromagnetic, chemical and physical sensors,
electronic nose technology, biosensors, nano sensors, wireless
sensors and WSN, Internet of Things, optical sensors, sensor
arrays, intelligent sensing, Internet-based and remote data
acquisition. The contributions, which were selected
by means of a rigorous international peer-review
process, present a wealth of exciting ideas that will open
novel research directions and foster multidisciplinary
collaboration among different specialists.
Apply Artificial Intelligence techniques in the browser or on
resource constrained computing devices. Machine learning (ML) can
be an intimidating subject until you know the essentials and for
what applications it works. This book takes advantage of the
intricacies of the ML processes by using a simple, flexible and
portable programming language such as JavaScript to work with more
approachable, fundamental coding ideas. Using JavaScript
programming features along with standard libraries, you'll first
learn to design and develop interactive graphics applications. Then
move further into neural systems and human pose estimation
strategies. For training and deploying your ML models in the
browser, TensorFlow.js libraries will be emphasized. After
conquering the fundamentals, you'll dig into the wilderness of ML.
Employ the ML and Processing (P5) libraries for Human Gait
analysis. Building up Gait recognition with themes, you'll come to
understand a variety of ML implementation issues. For example,
you'll learn about the classification of normal and abnormal Gait
patterns. With Beginning Machine Learning in the Browser, you'll be
on your way to becoming an experienced Machine Learning developer.
What You'll Learn Work with ML models, calculations, and
information gathering Implement TensorFlow.js libraries for ML
models Perform Human Gait Analysis using ML techniques in the
browser Who This Book Is For Computer science students and research
scholars, and novice programmers/web developers in the domain of
Internet Technologies
This book presents high-quality, original contributions (both
theoretical and experimental) on Information Security, Machine
Learning, Data Mining and Internet of Things (IoT). It gathers
papers presented at ICETIT 2019, the 1st International Conference
on Emerging Trends in Information Technology, which was held in
Delhi, India, in June 2019. This conference series represents a
targeted response to the growing need for research that reports on
and assesses the practical implications of IoT and network
technologies, AI and machine learning, data analytics and cloud
computing, security and privacy, and next generation computing
technologies.
This book presents high-quality, original contributions (both
theoretical and experimental) on Information Security, Machine
Learning, Data Mining and Internet of Things (IoT). It gathers
papers presented at ICETIT 2019, the 1st International Conference
on Emerging Trends in Information Technology, which was held in
Delhi, India, in June 2019. This conference series represents a
targeted response to the growing need for research that reports on
and assesses the practical implications of IoT and network
technologies, AI and machine learning, data analytics and cloud
computing, security and privacy, and next generation computing
technologies.
The book addresses issues towards the design and development of
Wireless Sensor Network based Smart Home and fusion of Real-Time
Data for Wellness Determination of an elderly person living alone
in a Smart Home. The fundamentals of selection of sensor, fusion of
sensor data, system design, modelling, characterizations,
experimental investigations and analyses have been covered. This
book will be extremely useful for the engineers and researchers
especially higher undergraduate, postgraduate students as well as
practitioners working on the development of Wireless Sensor
Networks, Internet of Things and Data Mining.
The book addresses issues towards the design and development of
Wireless Sensor Network based Smart Home and fusion of Real-Time
Data for Wellness Determination of an elderly person living alone
in a Smart Home. The fundamentals of selection of sensor, fusion of
sensor data, system design, modelling, characterizations,
experimental investigations and analyses have been covered. This
book will be extremely useful for the engineers and researchers
especially higher undergraduate, postgraduate students as well as
practitioners working on the development of Wireless Sensor
Networks, Internet of Things and Data Mining.
This book gathers the latest advances, innovations, and
applications in the field of sensing technology, as presented by
international researchers and engineers at the 14th International
Conference on Sensing Technology (ICST), held in Chennai, India on
January 17-19, 2022. Contributions include a wide range of topics
such as: vision sensing, sensor signal processing, sensors
phenomena and modelling, sensor characterization, smart sensors and
sensor fusion, electromagnetic, chemical and physical sensors,
electronic nose technology, biosensors, nano sensors, wireless
sensors and WSN, Internet of Things, optical sensors, sensor
arrays, intelligent sensing, Internet-based and remote data
acquisition. The contributions, which were selected by means of a
rigorous international peer-review process, present a wealth of
exciting ideas that will open novel research directions and foster
multidisciplinary collaboration among different specialists.
This book gathers the latest advances, innovations, and
applications in the field of sensing technology, as presented by
international researchers and engineers at the 15th International
Conference on Sensing Technology (ICST), held in Sydney, Australia
on December 5–7, 2022. Contributions include a wide range
of topics such as: vision sensing, sensor signal processing,
sensors phenomena and modelling, sensor characterization, smart
sensors and sensor fusion, electromagnetic, chemical and physical
sensors, electronic nose technology, biosensors, nano sensors,
wireless sensors and WSN, Internet of Things, optical sensors,
sensor arrays, intelligent sensing, Internet-based and remote data
acquisition. The contributions, which were selected
by means of a rigorous international peer-review
process, present a wealth of exciting ideas that will open
novel research directions and foster multidisciplinary
collaboration among different specialists.
This book examines various models/solutions in areas, such as
individuals, home, work and society, where IoT and AI are being
utilized to mitigate the Covid-19 pandemic. The world is battling
with the novel coronavirus, and government authorities, scientists,
medical practitioners, and medical services are striving hard to
help people to face the challenges. During this crisis, numerous
innovative ideas and solutions have been proposed for using the
Internet of things (IoT), sensor networks, and artificial
intelligence (AI) to monitor the wellbeing of individuals. Nations
are using all available assets to help develop cutting-edge
innovations to relieve the impacts of Covid-19 and profile
individuals in danger. The advances in IoT frameworks and sensor
technologies together with AI are invaluable in the context of this
pandemic, and nations and various entities around the globe are
discovering innovative solutions to maintain businesses and help
people live alongside Covid-19. This book presents the advances in
sensor technologies, IoT frameworks, and explores how these
technologies are being used to deal with the issues arising from
Covid-19, including work in progress and potential applications.
Assistive Technology for the Elderly addresses the intricacies
involved in the design and development of assisted technologies for
the elderly, covering smart systems such as magnifying book
contents, speaking electronic devices, alarms for doors and
windows, smart alert bands, panic buttons, medication dispensers
and reminders, Wander Gard, physiological parameters monitoring
systems and smart home monitoring systems. This book is aimed at
those who are responsible for designing assistive technology
intended to be used by the elderly. It lays out the technology that
is already available and covers user needs and state-of-the-art
technologies and methodologies.
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