|
|
Books > Computing & IT > Applications of computing > Artificial intelligence
This book presents recent research on computational intelligence
(CI) algorithms in the field of sport. In the modern age,
information technologies have greatly reduced the need for human
effort in the carrying out of many daily tasks. These technologies
have radically influenced the lives of humans, and the information
society in general. Unfortunately, these advances have brought with
them certain negative effects, including the encouragement of
sedentary lifestyles and the attendant health problems such as
obesity that these engender. Other modern maladies, chiefly
cardiovascular disease, diabetes, and cancer, have also been on the
increase. Today, sports are virtually the only activity that still
connects modern humans to their original lifestyle, which was based
on physical motion. This book tears familiarizing sports scientists
with the foundations of computational intelligence, while at the
same time presenting the problems that have arisen in the training
domain to computer scientists. Lastly, the book proposes the use of
an Artificial Sports Trainer designed to enhance the training of
modern athletes who cannot afford the considerable expense of
hiring a human personal trainer. This intelligent system can
monitor performance and design and direct appropriate future
training, thus promoting both healthy lifestyles and competitive
success in athletes.
The author presents Probatio, a toolkit for building functional DMI
(digital musical instruments) prototypes, artifacts in which
gestural control and sound production are physically decoupled but
digitally mapped. He uses the concept of instrumental inheritance,
the application of gestural and/or structural components of
existing instruments to generate ideas for new instruments. To
support analysis and combination, he then leverages a traditional
design method, the morphological chart, in which existing artifacts
are split into parts, presented in a visual form and then
recombined to produce new ideas. And finally he integrates the
concept and the method in a concrete object, a physical prototyping
toolkit for building functional DMI prototypes: Probatio. The
author's evaluation of this modular system shows it reduces the
time required to develop functional prototypes. The book is useful
for researchers, practitioners, and graduate students in the areas
of musical creativity and human-computer interaction, in particular
those engaged in generating, communicating, and testing ideas in
complex design spaces.
This book offers a collection of original peer-reviewed
contributions presented at the 3rd International and 18th National
Conference on Machines and Mechanisms (iNaCoMM), organized by
Division of Remote Handling & Robotics, Bhabha Atomic Research
Centre, Mumbai, India, from December 13th to 15th, 2017 (iNaCoMM
2017). It reports on various theoretical and practical features of
machines, mechanisms and robotics; the contributions include
carefully selected, novel ideas on and approaches to design,
analysis, prototype development, assessment and surveys.
Applications in machine and mechanism engineering, serial and
parallel manipulators, power reactor engineering, autonomous
vehicles, engineering in medicine, image-based data analytics,
compliant mechanisms, and safety mechanisms are covered. Further
papers provide in-depth analyses of data preparation, isolation and
brain segmentation for focused visualization and robot-based
neurosurgery, new approaches to parallel mechanism-based
Master-Slave manipulators, solutions to forward kinematic problems,
and surveys and optimizations based on historical and contemporary
compliant mechanism-based design. The spectrum of contributions on
theory and practice reveals central trends and newer branches of
research in connection with these topics.
The key assumption in this text is that machine translation is not
merely a mechanical process but in fact requires a high level of
linguistic sophistication, as the nuances of syntax, semantics and
intonation cannot always be conveyed by modern technology. The
increasing dependence on artificial communication by private and
corporate users makes this research area an invaluable element when
teaching linguistic theory.
The increasing trend of multimedia data use is likely to accelerate
creating an urgent need of providing a clear means of capturing,
storing, indexing, retrieving, analyzing, and summarizing data
through image data. ""Artificial Intelligence for Maximizing
Content Based Image Retrieval"" discusses major aspects of
content-based image retrieval (CBIR) using current technologies and
applications within the artificial intelligence (AI) field.
Providing state-of-the-art research from leading international
experts, this book offers a theoretical perspective and practical
solutions for academicians, researchers, and industry
practitioners.
This book presents the outcomes of the 17th IEEE/ACIS International
Conference on Computer and Information Science (ICIS 2018), which
was held in Singapore on June 6-8, 2018. The aim of the conference
was to bring together researchers and scientists, businessmen and
entrepreneurs, teachers, engineers, computer users, and students to
discuss the various fields of computer science and to share their
experiences, and to exchange new ideas and information in a
meaningful way. The book includes findings on all aspects (theory,
applications and tools) of computer and information science and
discusses related practical challenges and the solutions adopted to
solve them. The conference organizers selected the best papers from
those accepted for presentation. The papers were chosen based on
review scores submitted by members of the program committee and
underwent a further rigorous round of review. From this second
round, 13 of the conference's most promising papers were then
published in this Springer (SCI) book and not the conference
proceedings. We impatiently await the important contributions that
we know these authors will make to the field of computer and
information science.
This book provides an interdisciplinary approach to complexity,
combining ideas from areas like complex networks, cellular
automata, multi-agent systems, self-organization and game theory.
The first part of the book provides an extensive introduction to
these areas, while the second explores a range of research
scenarios. Lastly, the book presents CellNet, a software framework
that offers a hands-on approach to the scenarios described
throughout the book. In light of the introductory chapters, the
research chapters, and the CellNet simulating framework, this book
can be used to teach undergraduate and master's students in
disciplines like artificial intelligence, computer science, applied
mathematics, economics and engineering. Moreover, the book will be
particularly interesting for Ph.D. and postdoctoral researchers
seeking a general perspective on how to design and create their own
models.
Whether an old photograph or a single video frame, there is a
wealth of data hidden in a picture. Image processing and pattern
analysis play a vital role in engineering science and can be
applied in diverse areas to solve existing and practical problems.
The Handbook of Research on Emerging Perspectives in Intelligent
Pattern Recognition, Analysis, and Image Processing discusses the
advances of image processing and pattern analysis and addresses how
new innovations will cater to the demands of daily life. This
handbook provides the resources necessary for technology
developers, scientists, and policymakers to adopt and implement new
inventions across the globe. The chapters presented in this
publication encompass various aspects of recent image processing
and pattern analysis innovations including, but not limited to,
mobile image tracking, motion picture analysis, pattern
classification, multisensory data fusion, 3D imaging, supporting
routing protocols, brain computer interfaces, image restoration,
and medical imaging.
Intelligent methods are used in distributed environments in
countless ways, with examples such as propagation, communication,
collaboration, and cooperation. With the abundant purposes for
intelligence in distributed systems, it is pertinent for
researchers, technicians, and students in various areas of computer
science to discover the most current and definitive advances in the
field.""Intelligence Integration in Distributed Knowledge
Management"" provides recent technologies and practices in
intelligence for distributed systems, while covering major aspects
of the agent based systems. This book is a must for those striving
to enhance their understanding of distributed knowledge management
and extend their ideas of cooperation using for numerous real-world
problems.
These contributions, written by the foremost international
researchers and practitioners of Genetic Programming (GP), explore
the synergy between theoretical and empirical results on real-world
problems, producing a comprehensive view of the state of the art in
GP. Chapters in this volume include: Similarity-based Analysis of
Population Dynamics in GP Performing Symbolic Regression Hybrid
Structural and Behavioral Diversity Methods in GP Multi-Population
Competitive Coevolution for Anticipation of Tax Evasion Evolving
Artificial General Intelligence for Video Game Controllers A
Detailed Analysis of a PushGP Run Linear Genomes for Structured
Programs Neutrality, Robustness, and Evolvability in GP Local
Search in GP PRETSL: Distributed Probabilistic Rule Evolution for
Time-Series Classification Relational Structure in Program
Synthesis Problems with Analogical Reasoning An Evolutionary
Algorithm for Big Data Multi-Class Classification Problems A
Generic Framework for Building Dispersion Operators in the Semantic
Space Assisting Asset Model Development with Evolutionary
Augmentation Building Blocks of Machine Learning Pipelines for
Initialization of a Data Science Automation Tool Readers will
discover large-scale, real-world applications of GP to a variety of
problem domains via in-depth presentations of the latest and most
significant results.
It is hard to believe that the pursuit of artificial intelligence
is not a phenomenon of the twentieth century. For over three
hundred years, the boundaries between bodies and machines - the
natural and the artificial, the animate and the inanimate - have
been passionately explored. These explorations, beginning in the
seventeenth and eighteenth and increasing during the nineteenth
century, have been all but forgotten, lost beneath the commotion of
the modern day world. This book retrieves these lost histories,
giving voice to the hopes, dreams, and fears of philosophers,
medical practitioners, engineers, craftsmen and artisans who have
all been fascinated by the interface between bodies and machines.
The journey back in time unfolds with the mysterious advent of
mechanical philosophies, which conceptualized the body and the
surrounding world largely in terms of mechanistic interactions.
These theories develop in intriguing directions and fuel
experiments in such areas as material production and social
punishment, spiritualism and mental health. From reanimating dead
bodies with electricity, which led to the introduction of the
electric chair, through to the use of machines to render
'hysterics' and the insane fit for reintroduction into society,
this book conveys the dark truths behind our relationship with
machines.This book is not only an exceptional contribution to the
history of technology but also to contemporary debates about humans
and machines.
In this era of healthcare applications predominantly occupy both
individuals as well as the healthcare industries, so the need for
analytical reports becomes an essential component for success.
Especially, the IoT applications employed for healthcare which
generate a huge amount of data that needs to be analyzed to produce
the expected reports. To accomplish this task, a cloud-based
analytical solution will be the right choice by which the reports
can be generated faster compared to the traditional ways. In this
book, the different analytical methods coupled with AI to analyze
the IoT data on the cloud are discussed. This book applies AI in
edge analytics for healthcare applications, analyzes the impact of
tools and techniques in edge analytics for healthcare, and provides
security solutions for edge analytics in healthcare IoT. Each
chapter provides in-depth details on how to apply different
analytical methods and tools for analytics of healthcare
applications devised using IoT. As the IoT devices are generating
huge amounts of data, it is highly essential to do the analytics on
the cloud and this book showcases the mechanisms that are going to
be applied for it. Hence, this book provides a holistic idea on how
to do edge analytics for healthcare IoT using AI.
As the healthcare industry continues to expand, it must utilize
technology to ensure efficiencies are maintained. Healthcare needs
to move in a direction where computational methods and algorithms
can relieve the routine work of medical doctors, leaving them more
time to carry out more important and skilled tasks such as surgery.
Computational Methods and Algorithms for Medicine and Optimized
Clinical Practice discusses some of the most interesting aspects of
theoretical and applied research covering complementary facets of
computational methods and algorithms to achieve greater efficiency
and support medical personnel. Featuring research on topics such as
healthcare reform, artificial intelligence, and disease detection,
this book will particularly appeal to medical professionals and
practitioners, hospitals, administrators, students, researchers,
and academicians.
This book addresses the intellectual foundations, function,
modeling approaches and complexity of cellular automata; explores
cellular automata in combination with genetic algorithms, neural
networks and agents; and discusses the applications of cellular
automata in economics, traffic and the spread of disease. Pursuing
a blended approach between knowledge and philosophy, it assigns
equal value to methods and applications.
These proceedings present selected research papers from CISC'18,
held in Wenzhou, China. The topics include Multi-Agent Systems,
Networked Control Systems, Intelligent Robots, Complex System
Theory and Swarm Behavior, Event-Triggered Control and Data-Driven
Control, Robust and Adaptive Control, Big Data and Brain Science,
Process Control, Nonlinear and Variable Structure Control,
Intelligent Sensor and Detection Technology, Deep learning and
Learning Control Guidance, Navigation and Control of Flight
Vehicles, and so on. Engineers and researchers from academia,
industry, and government can get an insight view of the solutions
combining ideas from multiple disciplines in the field of
intelligent systems.
This book provides a comprehensive review of complex networks from
three different domains, presents novel methods for analyzing them,
and highlights applications with accompanying case studies. Special
emphasis is placed on three specific kinds of complex networks of
high technological and scientific importance: software networks
extracted from the source code of computer programs, ontology
networks describing semantic web ontologies, and co-authorship
networks reflecting collaboration in science. The book is primarily
intended for researchers, teachers and students interested in
complex networks and network data analysis. However, it will also
be valuable for researchers dealing with software engineering,
ontology engineering and scientometrics, as it demonstrates how
complex network analysis can be used to address important research
issues in these three disciplines.
This book presents original, peer-reviewed research papers from the
4th Purple Mountain Forum -International Forum on Smart Grid
Protection and Control (PMF2019-SGPC), held in Nanjing, China on
August 17-18, 2019. Addressing the latest research hotspots in the
power industry, such as renewable energy integration, flexible
interconnection of large scale power grids, integrated energy
system, and cyber physical power systems, the papers share the
latest research findings and practical application examples of the
new theories, methodologies and algorithms in these areas. As such
book a valuable reference for researchers, engineers, and
university students.
Describing the technologies to combine language resources flexibly
as web services, this book provides valuable case studies for those
who work in services computing, language resources, human-computer
interaction (HCI), computer-supported cooperative work (CSCW), and
service science. The authors have been operating the Language Grid,
which wraps existing language resources as atomic language services
and enables users to compose new services by combining them. From
architecture level to service composition level, the book explains
how to resolve infrastructural and operational difficulties in
sharing and combining language resources, including
interoperability of language service infrastructures, various types
of language service policies, human services, and service
failures.The research based on the authors' operating experiences
of handling complicated issues such as intellectual property and
interoperability of language resources contributes to exploitation
of language resources as a service. On the other hand, both the
analysis based on using services and the design of new services can
bring significant results. A new style of multilingual
communication supported by language services is worthy of analysis
in HCI/CSCW, and the design process of language services is the
focus of valuable case studies in service science. By using
language resources in different ways based on the Language Grid,
many activities are highly regarded by diverse communities. This
book consists of four parts: (1) two types of language service
platforms to interconnect language services across service grids,
(2) various language service composition technologies that improve
the reusability, efficiency, and accuracy of composite services,
(3) research work and activities in creating language resources and
services, and (4) various applications and tools for understanding
and designing language services that well support intercultural
collaboration.
This book focuses on the design, implementation and applications of
embedded systems and advanced industrial controls with
microcontrollers. It combines classical and modern control theories
as well as practical control programming codes to help readers
learn control techniques easily and effectively. The book covers
both linear and nonlinear control techniques to help readers
understand modern control strategies. The author provides a
detailed description of the practical considerations and
applications in linear and nonlinear control systems. They
concentrate on the ARM (R) Cortex (R)-M4 MCU system built by Texas
Instruments (TM) called TM4C123GXL, in which two ARM (R) Cortex
(R)-M4 MCUs, TM4C123GH6PM, are utilized. In order to help the
reader develop and build application control software for a
specified microcontroller unit. Readers can quickly develop and
build their applications by using sample project codes provided in
the book to access specified peripherals. The book enables readers
to transfer from one interfacing protocol to another, even if they
only have basic and fundamental understanding and basic knowledge
of one interfacing function. Classical and Modern Controls with
Microcontrollers is a powerful source of information for control
and systems engineers looking to expand their programming knowledge
of C, and of applications of embedded systems with
microcontrollers. The book is a textbook for college students
majored in CE, EE and ISE to learn and study classical and modern
control technologies. The book can also be adopted as a reference
book for professional programmers working in modern control fields
or related to intelligent controls and embedded computing and
applications. Advances in Industrial Control reports and encourages
the transfer of technology in control engineering. The rapid
development of control technology has an impact on all areas of the
control discipline. The series offers an opportunity for
researchers to present an extended exposition of new work in all
aspects of industrial control.
|
You may like...
1914
Clayton Garrett, Steven Spencer, …
DVD
(3)
R123
Discovery Miles 1 230
|