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The book presents recent advances in the generation and detection
of fake multimedia. It also presents some frontiers in defensive
techniques in front of skillfully cloned media. The ultimate
purpose of the research direction presented by this book is to
build up a trustworthy media network benefited by an iron dome in
front of media clones’ attacks. The book focusses on (1)
applications of deep generative models in the generation of fake
multimedia, and (2) cyber-defensive and detective techniques in
front of cyberattacks. The book is composed of three parts: (i)
introduction, (ii) fake media generation, and (iii) fake media
detection.
This book gathers papers addressing state-of-the-art research in
the areas of machine learning and predictive analysis, presented
virtually at the Fourth International Conference on Information and
Communication Technology for Intelligent Systems (ICTIS 2020),
India. It covers topics such as intelligent agent and multi-agent
systems in various domains, machine learning, intelligent
information retrieval and business intelligence, intelligent
information system development using design science principles,
intelligent web mining and knowledge discovery systems.
This book addresses the frontier advances in the theory and
application of nature-inspired optimization techniques, including
solving the quadratic assignment problem, prediction in
nature-inspired dynamic optimization, the lion algorithm and its
applications, optimizing the operation scheduling of microgrids,
PID controllers for two-legged robots, optimizing crane operating
times, planning electrical energy distribution systems, automatic
design and evaluation of classification pipelines, and optimizing
wind-energy power generation plants. The book also presents a
variety of nature-inspired methods and illustrates methods of
adapting these to said applications. Nature-inspired computation,
developed by mimicking natural phenomena, makes a significant
contribution toward the solution of non-convex optimization
problems that normal mathematical optimizers fail to solve. As
such, a wide range of nature-inspired computing approaches has been
used in multidisciplinary engineering applications. Written by
researchers and developers from a variety of fields, this book
presents the latest findings, novel techniques and pioneering
applications.
This book gathers papers addressing state-of-the-art research in
the areas of machine learning and predictive analysis, presented
virtually at the Fourth International Conference on Information and
Communication Technology for Intelligent Systems (ICTIS 2020),
India. It covers topics such as intelligent agent and multi-agent
systems in various domains, machine learning, intelligent
information retrieval and business intelligence, intelligent
information system development using design science principles,
intelligent web mining and knowledge discovery systems.
The book provides a collection of recent applications of nature
inspired optimization in industrial fields. Different optimization
techniques have been deployed, and different problems have been
effectively analyzed. The valuable contributions from researchers
focus on three ultimate goals (i) improving the accuracy of these
techniques, (ii) achieving higher speed and lower computational
complexity, and (iii) working on their proposed applications. The
book is helpful for active researchers and practitioners in the
field.
The book presents recent advances in the generation and detection
of fake multimedia. It also presents some frontiers in defensive
techniques in front of skillfully cloned media. The ultimate
purpose of the research direction presented by this book is to
build up a trustworthy media network benefited by an iron dome in
front of media clones' attacks. The book focusses on (1)
applications of deep generative models in the generation of fake
multimedia, and (2) cyber-defensive and detective techniques in
front of cyberattacks. The book is composed of three parts: (i)
introduction, (ii) fake media generation, and (iii) fake media
detection.
The book provides a collection of recent applications of nature
inspired optimization in industrial fields. Different optimization
techniques have been deployed, and different problems have been
effectively analyzed. The valuable contributions from researchers
focus on three ultimate goals (i) improving the accuracy of these
techniques, (ii) achieving higher speed and lower computational
complexity, and (iii) working on their proposed applications. The
book is helpful for active researchers and practitioners in the
field.
Compressive Sensing in Healthcare, part of the Advances in
Ubiquitous Sensing Applications for Healthcare series gives a
review on compressive sensing techniques in a practical way, also
presenting deterministic compressive sensing techniques that can be
used in the field. The focus of the book is on healthcare
applications for this technology. It is intended for both the
creators of this technology and the end users of these products.
The content includes the use of EEG and ECG, plus hardware and
software requirements for building projects. Body area networks and
body sensor networks are explored.
Light is shining and beautiful as well as being a mystery for many
hundreds of centuries. But, after separation, into its components,
using a prism, a very beautiful rainbow appears. A lot of natural
events around us are composed of unknown natural sources, while we
just observe the results of these sources. Theses phenomenon
include a wide range from genomes to multiuser communications
signals. Blind Source Separation (BSS) extracts those original
sources and discovers structural components of the fundamental
phenomenon involved. BSS does not need apriori knowledge of the
mixing process or the sources. Indeed BSS blindly separates the
mixed sources. Such ability makes BSS a exible and powerful
framework for employment in a wide range of applications. BSS is
now one of the hottest and emerging areas in Signal and Image
Processing, and it has drawn researchers attention in different
areas, like biomedical engineering, medical imaging, speech
processing, communication systems and etc. This book presents an
explanation to BSS methods, calls on the reader's intuition and it
simply applies BSS over Speech, Image and MIMO OFDM communications.
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