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Books > Computing & IT
Advances in digital technologies continue to impact all areas of
life, including the business sector. Digital transformation is
ascertained to usher in the digitalized economy and involves new
concepts and management tools that must be considered in the
context of management science and practice. For business leaders to
ensure their companies remain competitive and relevant, it is
essential for them to utilize these innovative technologies and
strategies. The Handbook of Research on Digital Transformation
Management and Tools highlights new digital concepts within
management, such as digitalization and digital disruption, and
addresses the paradigm shift in management science incurred by the
digital transformation towards the digitalized economy. Covering a
range of important topics such as cultural economy, online consumer
behavior, sustainability, and social media, this major reference
work is crucial for managers, business owners, researchers,
scholars, academicians, practitioners, instructors, and students.
Additive Manufacturing explains the background theory, working
principles, technical specifications, and latest developments in a
wide range of additive manufacturing techniques. Topics addressed
include treatments of manufactured parts, surface characterization,
and the effects of surface treatments on mechanical behavior. Many
different perspectives are covered, including design aspects,
technologies, materials and sustainability. Experts in both
academia and industry contribute to this comprehensive guide,
combining theoretical developments with practical improvements from
R&D. This unique guide allows readers to compare the
characteristics of different processes, understand how they work,
and provide parameters for their effective implementation. This
book is part of a four-volume set entitled Handbooks in Advanced
Manufacturing. Other titles in the set include Advanced Machining
and Finishing, Advanced Welding and Deformation, and Sustainable
Manufacturing Processes.
Advanced Methods and Deep Learning in Computer Vision presents
advanced computer vision methods, emphasizing machine and deep
learning techniques that have emerged during the past 5-10 years.
The book provides clear explanations of principles and algorithms
supported with applications. Topics covered include machine
learning, deep learning networks, generative adversarial networks,
deep reinforcement learning, self-supervised learning, extraction
of robust features, object detection, semantic segmentation,
linguistic descriptions of images, visual search, visual tracking,
3D shape retrieval, image inpainting, novelty and anomaly
detection. This book provides easy learning for researchers and
practitioners of advanced computer vision methods, but it is also
suitable as a textbook for a second course on computer vision and
deep learning for advanced undergraduates and graduate students.
During the COVID-19 era, the functions of social policy and public
administration have undergone a meaningful change, especially with
the advancement of digital elements and online and virtual
functions. Cyber developments, cyber threats, and the effects of
cyberwar on the public administrations of countries have become
critical research subjects, and it is important to have resources
that can introduce and guide users through the current best
practices, laboratory methods, policies, protocols, and more within
cyber public administration and social policy. The Handbook of
Research on Cyber Approaches to Public Administration and Social
Policy focuses on the post-pandemic changes in the functions of
social policy and public administration. It also examines the
implications of the cyber cosmos on public and social policies and
practices from a broad perspective. Covering topics such as
intersectional racism, cloud computing applications, and public
policies, this major reference work is an essential resource for
scientists, laboratory technicians, professionals, technologists,
computer scientists, policymakers, students, educators,
researchers, and academicians.
fMRI Neurofeedback provides a perspective on how the field of
functional magnetic resonance imaging (fMRI) neurofeedback has
evolved, an introduction to state-of-the-art methods used for fMRI
neurofeedback, a review of published neuroscientific and clinical
applications, and a discussion of relevant ethical considerations.
It gives a view of the ongoing research challenges throughout and
provides guidance for researchers new to the field on the practical
implementation and design of fMRI neurofeedback protocols. This
book is designed to be accessible to all scientists and clinicians
interested in conducting fMRI neurofeedback research, addressing
the variety of different knowledge gaps that readers may have given
their varied backgrounds and avoiding field-specific jargon. The
book, therefore, will be suitable for engineers, computer
scientists, neuroscientists, psychologists, and physicians working
in fMRI neurofeedback.
Fractional-Order Design: Devices, Circuits, and Systems introduces
applications from the design perspective so that the reader can
learn about, and get ready to, design these applications. The book
also includes the different techniques employed to comprehensively
and straightforwardly design fractional-order systems/devices.
Furthermore, a lot of mathematics is available in the literature
for solving the fractional-order calculus for system application.
However, a small portion is employed in the design of
fractional-order systems. This book introduces the mathematics that
has been employed explicitly for fractional-order systems. Students
and scholars who wants to quickly understand the field of
fractional-order systems and contribute to its different domains
and applications will find this book a welcomed resource.
In a world of relentless change and accelerating uncertainty,
organizations must continuously adapt and evolve to compete in
environments they never anticipated. This requires upfront design
for adaptability, and closer business alignment of software systems
and team structures. To succeed, organizations must integrate
advanced techniques from business strategy, software architecture,
and team organization. Now, independent technology consultant
Susanne Kaiser introduces a powerful unified toolset you can use to
design, build, and evolve adaptive software systems and teams that
are optimized for ever-faster rates of change. Kaiser shows how to
combine Wardley Maps, Domain-Driven Design (DDD), and Team
Topologies to understand your problem domain more clearly, focus on
your crucial core subdomain, and reflect the dynamics of your
business landscape. Using these tools, you'll learn how to design
evolvable services within an adaptive system, which is in turn
owned by a team organization that optimizes for fast flow. Kaiser
goes beyond Domain Driven Design's popular patterns to reveal how
DDDenables strategic design for long-term business success. Her
accessible explanations and practical examples show how to combine
DDD with intuitive Wardley Maps and powerful Team Topologies to
improve success across the full lifecycle: strategy, design,
implementation, deployment, operation, and evolution. As she
demystifies and demonstrates these tools, Kaiser answers the most
important questions faced by project participants—from CxOs to
architects to software developers.
The topic of creativity has only been on the fringes of pedagogy as
it has been deemed either abstract or not measurable and therefore
non-standardizable for educational purposes. However, most
progressive educators from around the world used creativity as a
means for cultural reformation and as a means of social justice.
The focus of this edited book will be on culture and creativity.
Chapters will consider various topics related to creativity such as
- Is creativity cultural? How can creativity and culturally
relevant pedagogy go together? Given the current state of education
all over the world due to the Pandemic, topics related to
creativity and teaching remotely will also be featured. Teachers
often say one of two things - they are not creative or that they
don't have the time to be creative given the curricular,
administrative directions they are required to follow. However,
each day, teachers find exceptionally creative ways to engage their
students. Especially in the current situation of remote learning,
teachers are relying on their creativity to not only create
impactful lessons but also teach them creative lessons. While the
focus of this book will be around the topic of culture and
creativity, asking how it may be cultural; it will also cover a
wide range of topics related to creativity and pedagogy as noted in
the list of topics. Essentially, this book will ask if creativity
is cultural, what implications does this have in terms of
cultivating or teaching/learning creativity?
ALGORITHMS IN BIOINFORMATICS Explore a comprehensive and insightful
treatment of the practical application of bioinformatic algorithms
in a variety of fields Algorithms in Bioinformatics: Theory and
Implementation delivers a fulsome treatment of some of the main
algorithms used to explain biological functions and relationships.
It introduces readers to the art of algorithms in a practical
manner which is linked with biological theory and interpretation.
The book covers many key areas of bioinformatics, including global
and local sequence alignment, forced alignment, detection of
motifs, Sequence logos, Markov chains or information entropy. Other
novel approaches are also described, such as Self-Sequence
alignment, Objective Digital Stains (ODSs) or Spectral Forecast and
the Discrete Probability Detector (DPD) algorithm. The text
incorporates graphical illustrations to highlight and emphasize the
technical details of computational algorithms found within, to
further the reader's understanding and retention of the material.
Throughout, the book is written in an accessible and practical
manner, showing how algorithms can be implemented and used in
JavaScript on Internet Browsers. The author has included more than
120 open-source implementations of the material, as well as 33
ready-to-use presentations. The book contains original material
that has been class-tested by the author and numerous cases are
examined in a biological and medical context. Readers will also
benefit from the inclusion of: A thorough introduction to
biological evolution, including the emergence of life,
classifications and some known theories and molecular mechanisms A
detailed presentation of new methods, such as Self-sequence
alignment, Objective Digital Stains and Spectral Forecast A
treatment of sequence alignment, including local sequence
alignment, global sequence alignment and forced sequence alignment
with full implementations Discussions of position-specific weight
matrices, including the count, weight, relative frequencies, and
log-likelihoods matrices A detailed presentation of the methods
related to Markov Chains as well as a description of their
implementation in Bioinformatics and adjacent fields An examination
of information and entropy, including sequence logos and
explanations related to their meaning An exploration of the current
state of bioinformatics, including what is known and what issues
are usually avoided in the field A chapter on philosophical
transactions that allows the reader a broader view of the
prediction process Native computer implementations in the context
of the field of Bioinformatics Extensive worked examples with
detailed case studies that point out the meaning of different
results Perfect for professionals and researchers in biology,
medicine, engineering, and information technology, as well as upper
level undergraduate students in these fields, Algorithms in
Bioinformatics: Theory and Implementation will also earn a place in
the libraries of software engineers who wish to understand how to
implement bioinformatic algorithms in their products.
Revealing the unfolding story of Artificial Intelligence, Richard Susskind presents a short non-technical guide that challenges us to think differently about AI. Susskind brings AI out of computing laboratories, big tech companies, and start-ups - and into everyday life.
In recent years, and certainly since the launch of ChatGPT, there has been massive public and professional interest in Artificial Intelligence. But people are confused about what AI is, what it can and cannot do, what is yet to come, and whether AI is good or bad for humanity and civilisation - whether it will provide solutions to mankind's major challenges or become our gravest existential threat. There is also confusion about how we should regulate AI and where we should draw moral boundaries on its use.
In How To Think About AI, Richard Susskind draws on his experience of working on AI since the early 1980s. For Susskind, balancing the benefits and threats of artificial intelligence is the defining challenge of our age. He explores the history of AI and possible scenarios for its future. His views on AI are not always conventional. He positions ChatGPT and generative AI as no more than the latest chapter in the ongoing story of AI and claims we are still at the foothills of developments. He argues that to think responsibly about the impact of AI requires us to look well beyond todayâs technologies, suggesting that not-yet-invented technologies will have far greater impact on us in the 2030s than the tools we have today. This leads Susskind to discuss the possibility of conscious machines, magnificent new AI-enabled virtual worlds, and the impact of AI on the evolution of biological humans.
Computer-Aided Oral and Maxillofacial Surgery: Developments,
Applications, and Future Perspectives is an ideal resource for
biomedical engineers and computer scientists, clinicians and
clinical researchers looking for an understanding on the latest
technologies applied to oral and maxillofacial surgery. In facial
surgery, computer-aided decisions supplement all kind of treatment
stages, from a diagnosis to follow-up examinations. This book gives
an in-depth overview of state-of-the-art technologies, such as deep
learning, augmented reality, virtual reality and intraoperative
navigation, as applied to oral and maxillofacial surgery. It covers
applications of facial surgery that are at the interface between
medicine and computer science. Examples include the automatic
segmentation and registration of anatomical and pathological
structures, like tumors in the facial area, intraoperative
navigation in facial surgery and its recent developments and
challenges for treatments like zygomatic implant placement.
In the implementation of smart cities, sensors and actuators that
produce and consume enormous amounts of data in a variety of
formats and ontologies will be incorporated into the system as a
whole. The data produced by the participating devices need to be
adequately categorized and connected to reduce duplication and
conflicts. Newer edge computing techniques are needed to manage
enormous amounts of data quickly and avoid overloading the cloud
infrastructure. Cyber-Physical System Solutions for Smart Cities
considers the most recent developments in several crucial software
services and cyber infrastructures that are important to smart
cities. Covering key topics such as artificial intelligence, smart
data, big data, and computer science, this premier reference source
is ideal for industry professionals, government officials,
policymakers, scholars, researchers, academicians, instructors, and
students.
The advent of the emerging fifth generation (5G) networks has
changed the paradigm of how computing, electronics, and electrical
(CEE) systems are interconnected. CEE devices and systems, with the
help of the 5G technology, can now be seamlessly linked in a way
that is rapidly turning the globe into a digital world. Smart
cities and internet of things have come to stay but not without
some challenges, which must be discussed. The Handbook of Research
on 5G Networks and Advancements in Computing, Electronics, and
Electrical Engineering focuses on current technological innovations
as the world rapidly heads towards becoming a global smart city. It
covers important topics such as power systems, electrical
engineering, mobile communications, network, security, and more.
This book examines vast types of technologies and their roles in
society with a focus on how each works, the impacts it has, and the
future for developing a global smart city. This book is ideal for
both industrial and academic researchers, scientists, engineers,
educators, practitioners, developers, policymakers, scholars, and
students interested in 5G technology and the future of engineering,
computing, and technology in human society.
Professor Judea Pearl won the 2011 Turing Award "for fundamental
contributions to artificial intelligence through the development of
a calculus for probabilistic and causal reasoning." This book
contains the original articles that led to the award, as well as
other seminal works, divided into four parts: heuristic search,
probabilistic reasoning, causality, first period (1988-2001), and
causality, recent period (2002-2020). Each of these parts starts
with an introduction written by Judea Pearl. The volume also
contains original, contributed articles by leading researchers that
analyze, extend, or assess the influence of Pearl's work in
different fields: from AI, Machine Learning, and Statistics to
Cognitive Science, Philosophy, and the Social Sciences. The first
part of the volume includes a biography, a transcript of his Turing
Award Lecture, two interviews, and a selected bibliography
annotated by him.
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