Search results for ""Springer International Publishing AG""

This book introduces the Learning-Augmented Network Optimization (LANO) paradigm, which interconnects network optimization with the emerging AI theory and algorithms and has been receiving a growing attention in network research.

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In this book recognized world-renowned expert authors expose the state of the art on musculoskeletal ultrasound elastography. Low cost, wide dissemination and accuracy in the evaluation of the musculoskeletal structures, nerves, periosseous soft parts, vascular structures, together with the possibility of performing real time dynamic studies, made the ultrasound technique widely spread among sonographers and musculoskeletal radiologists. Each chapter presents a description of the elastographic semiotics of the main pathologies of the musculoskeletal system and soft tissue, images that represent both routine and more complex clinical cases in a practical and schematic way and summary tables on the characteristics in terms of elasticity found in the main pathologies. A wealth of color images as well as dynamic images and tables complete the book, that will be a useful tool for sonographers , radiologists, orthopedists, sports medicine specialists wishing to expand their knowledge o

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This book integrates foundational ideas from psychology, immersive digital learning environments supported by theories and methods of the learning sciences, particularly in pursuit of questions of cognition, behavior and emotion factors in digital learning experiences.

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This volume provides an introduction to Human Resource Information Systems (HRIS) for those in the public administration field. Revised and updated for the second edition, this book describes what an HRIS system is, what the functionality of such a system should be, and outlines the practical aspects of an HRIS.

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This book revises and expands upon the prior edition, The Navier-Stokes Problem. By proving the NSP paradox, this book provides a solution to the millennium problem concerning the Navier-Stokes Equations and shows that they are physically and mathematically contradictive.

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This book offers readers the methods that are necessary to apply the power of calculus to analyze real problems.

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It introduces the principles of design, and discusses design tools and techniques from traditional and multidisciplinary perspectives and comprehensively explores the design engineering process.

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This textbook provides a comprehensive introduction to the mathematical foundations of quantum statistical physics. It presents a conceptually profound yet technically accessible path to the C*-algebraic approach to quantum statistical mechanics, demonstrating how key aspects of thermodynamic equilibrium can be derived as simple corollaries of classical results in convex analysis. Using C*-algebras as examples of ordered vector spaces, this book makes various aspects of C*-algebras and their applications to the mathematical foundations of quantum theory much clearer from both mathematical and physical perspectives. It begins with the simple case of Gibbs states on matrix algebras and gradually progresses to a more general setting that considers the thermodynamic equilibrium of infinitely extended quantum systems. The book also illustrates how first-order phase transitions and spontaneous symmetry breaking can occur, in contrast to the finite-dimensional situation. One of the unique f

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In the COVID 19 post-pandemic era, sustainable financial systems are increasingly getting the attention they deserve, and policymakers are now moving toward investment and financing decisions based on sustainable development.

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This book, the first of its kind, helps scientists and engineers of all stages and disciplines share their work in a new way—with movies. Today, much of scientific communication is embedded in papers and presentations, but these documents don’t often extend outside of a specific academic field. By adding movies as a medium of communication, scientists and engineers can better communicate with their colleagues while also increasing their reach to students, professors, peers, potential collaborators, and the public. Scientific films help translate complex technical topics into more accessible and consumable messages. By following Lauren Murphy’s filmmaking formula – planning, shooting, and editing – readers will create their very own scientific films that look professional and polished. Using tools as simple as a smartphone, readers can develop short, personal stories with no cost or experience needed. This book will guide readers through all steps of the movie making process to a finished product. Readers will evolve their creative thinking skills and use their movies to improve classroom presentations, network across student organizations, present at conferences, recruit students for their labs, secure grant money, and more. Adding a movie to your body of work can be the tool that sparks interest in audiences to learn more—driving traffic to your publications, research projects, and websites. This book will help you develop new skills to become a better communicator while spreading your ideas and research to new audiences.

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While GPS is the de-facto solution for outdoor positioning with a clear sky view, there is no prevailing technology for GPS-deprived areas, including dense city centers, urban canyons, buildings and other covered structures, and subterranean facilities such as underground mines, where GPS signals are severely attenuated or totally blocked. As an alternative to GPS for the outdoors, indoor localization using machine learning is an emerging embedded and Internet of Things (IoT) application domain that is poised to reinvent the way we navigate in various indoor environments. This book discusses advances in the applications of machine learning that enable the localization and navigation of humans, robots, and vehicles in GPS-deficient environments. The book explores key challenges in the domain, such as mobile device resource limitations, device heterogeneity, environmental uncertainties, wireless signal variations, and security vulnerabilities. Countering these challenges can improve thea

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This textbook is an introductory guide to applied machine learning, specifically for biology students.

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This book provides a comprehensive coverage of all aspects of the welfare of cattle. It starts with a consideration of animal welfare science and its application to the management of cattle and moves through to discussions of the challenges and opportunities for providing good welfare for cattle in farming and husbandry systems across the globe. The first section comprises three chapters that discuss the social, behavioural and physiological methods that can be used to assess welfare in cattle. The second section considers the welfare challenges of beef and dairy cattle in extensive and intensive systems. The third section details welfare challenges such as at slaughter, during handling and in the growing period and details solutions such as the use of sensors and application of animal breeding techniques. The final section addresses welfare challenges and solutions in achieving sustainability, in smallholder farms in Africa and new entrant dairying in Asia and cow shelters in India. This work makes a valuable contribution to the field of animal welfare and modern livestock farming. It is a must-read for researchers and students, veterinarians as well as industry personnel and informed farmers and producers.

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This book addresses an important topic in higher education: credential fraud. This includes, but is not limited to, fake degrees, diploma mills, admissions fraud, and cheating on standardized admissions tests. The book directly addresses fake and fraudulent credentials in higher education. It explores transcript tampering and fraud in varsity athletics and discusses lazy practices in the higher education hiring processes that open the door for professors without proper credentials to get jobs in post-secondary institutions. The book also discusses how technology is being used to stop the proliferation of fake and fraudulent credentials in a variety of ways, including blockchain technology.

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This textbook provides in-depth treatment of all systems associated with wind energy, including the aerodynamic and structural aspects of blade design, the flow of energy and loads through the wind turbine, the electrical components and power electronics including control systems.

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This book helps support developmentally sensitive nursing and allied health practice by integrating the therapeutic powers of play into child and adolescent health care service provision. It is designed to link play, child development, neuroscience, biopsychosocial and attachment theories with the biomedical model of health. Nurses and allied health professionals work with children aged between 0-18 years and with diverse childhood illnesses, injuries, diseases, disorders, and conditions, and are therefore in a prime position to understand and support children through potentially painful and traumatic health care experiences. Understanding of the role of play and the application of the therapeutic powers of play in communicating with children and families has the potential to significantly optimise paediatric care. The theory and play based strategies, tools and techniques presented in this book assist nurses and health care professionals to engage with children in an age-appropriate manner and ‘speak’ with children through their natural language of play, to enhance comprehension, coping, resiliency, and healing. Play is recognised as a sequentially developing ability and can be aligned with the child’s age and stage of life. Play based approaches can be placed on a continuum from fully child led or non-directive play to adult facilitated educative play. Medical information can be tailored according to the various points along this continuum to inform clinical reasoning and to help children prepare for procedures, recover from medical interventions and / or make sense of their diagnosis. Whilst this book is directed at nurses and allied health professionals who work with children and their families, it may also be a valuable resource for medical and other professionals in community or educational settings to work systemically as a team. The book takes the reader on a journey to illustrate various professional and therapeutic roles in how to playfully engage children through a range of case vignettes.

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This book serves as a practical guide for equine veterinarians in orthopedics and surgery. It reviews and summarizes the current scientific evidence of the most commonly performed ultrasound-guided procedures for ultrasound-assisted surgery and injections.For the first time, different techniques are compiled and richly illustrated with pictures and videos to guide the practitioner step-by-step. An initial discussion about the general principles of ultrasound-guided procedures sets the bases for clinicians to understand the general technique and apply it to each approach. Additional chapters describe the most common ultrasound-guided injections in different anatomical structures as well as the surgical approaches that are aided or guided with ultrasound.All over the world ultrasound-guided procedures are performed daily in many different fields of equine practice. The main objective of using these approaches is to increase accuracy and minimize tissue trauma when perfo

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This textbook gradually introduces the reader to several topics related to black hole physics with a didactic approach. It starts with the most basic black hole solution, the Schwarzschild metric, and discusses the basic classical properties of black hole solutions as seen by different probes. Then it reviews various theorems about black hole properties as solutions to Einstein gravity coupled to matter fields, conserved charges associated with black holes, and laws of black hole thermodynamics. Next, it elucidates semiclassical and quantum aspects of black holes, which are relevant in ongoing and future research. The book is enriched with many exercises and solutions to assist in the learning.The textbook is designed for physics graduate students who want to start their research career in the field of black holes; postdocs who recently changed their research focus towards black holes and want to get up-to-date on recent and current research topics; advanced researchers intending to teach (or learn) basic and advanced aspects of black hole physics and the associated mathematical tools. Besides general relativity, the reader needs to be familiar with standard undergraduate physics, like thermodynamics, quantum mechanics, and statistical mechanics. Moreover, familiarity with basic quantum field theory in Minkowski space is assumed. The book covers the rest of the needed background material in the main text or the appendices.

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This first volume in a multi-volume series considers the gains in information and knowledge that have resulted from preoperative and postoperative 3D imaging using new radiologic protocols in maxillofacial surgery, with the corresponding consequences for the surgeon. It contrasts the established standard techniques of orthognathic oral and maxillofacial surgery with new considerations and insights based on years of experience and analysis of clinical activity in this subspecialty of oral and maxillofacial surgery. The book is deliberately structured so that the clinical situation is juxtaposed with a graphic representation for better understanding, which is intended to point out special situations that can in turn positively influence the surgical planning and execution of the procedure in order to avoid undesirable results in individual cases. Graphic representations illustrate the three-dimensionality of the complex splitting technique of the mand

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This book comprehensively describes essential research and projects on climate change and biodiversity. Moreover, it includes contributions on how to promote the climate agenda and biodiversity conservation at the local level. Climate change as a whole and global warming in particular are known to have a negative impact on biodiversity in three main ways. Firstly, increases in temperatures are detrimental to a number of organisms, especially those in sensitive habitats such as coral reefs and rainforests. Secondly, the pressures posed by a changing climate may lead to sets of responses in areas as varied as phenology, range and physiology of living organisms, often leading to changes in their lifecycles (especially but not only in reproduction), losses in productivity or even death. In some cases, the very survival of very sensitive species may be endangered. Thirdly, the impacts of climate change on biodiversity will be felt in the short term with regard to some species and ecosystems, but also in the medium and long term in many biomes. Indeed, if left unchecked, some of these impacts may be irreversible. Many individual governments, financial institutes and international donors are currently spending billions of dollars on projects addressing climate change and biodiversity, but with little coordination. Quite often, the emphasis is on adaptation efforts, with little emphasis on the connections between physio-ecological changes and the lifecycles and metabolisms of fauna and flora, or the influence of poor governance on biodiversity. As such, there is a recognized need to not only better understand the impacts of climate change on biodiversity, but to also identify, test and implement measures aimed at managing the many risks that climate change poses to fauna, flora and micro-organisms. In particular, the question of how to restore and protect ecosystems from the impact of climate change also has to be urgently addressed. This book was written to address this need. The respective papers explore matters related to the use of an ecosystem-based approach to increase local adaptation capacity, consider the significance of a protected areas network in preserving biodiversity in a changing northern European climate, and assess the impacts of climate change on specific species, including wild terrestrial animals. The book also presents a variety of case studies such as the Yellowstone to Yukon Conservation Initiative, the effects of climate change on the biodiversity of Aleppo pine forest in Senalba (Algeria), climate change and biodiversity response in the Niger Delta region, and the effects of forest fires on the biodiversity and the soil characteristics of tropical peatlands in Indonesia. This is a truly interdisciplinary publication, and will benefit all scholars, social movements, practitioners and members of governmental agencies engaged in research and/or executing projects on climate change and biodiversity around the world.

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This is the companion workbook for the textbook Principles of Microeconomics. Each chapter features a wide variety of exercises, ranging from basic multiple-choice questions to challenging mathematical problems and case study scenarios.  The textbook pursues an integrative approach to modern microeconomics by critically reflecting on the main findings of economics from a philosophical standpoint and comparing them to approaches found in the social sciences. It adopts an institutional perspective to analyze the potential and limitations of different market types, and highlights implications for the design of the legal system and business practices throughout. In addition to traditional rational-choice models, important findings from behavioral economics and psychology are also presented.

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This undergraduate textbook adopts the perspective of organizations - not individuals - and clarifies the impact of social media on their different departments or disciplines, while also exploring how organizations use social media to create business value. To do so, the book pursues a uniquely multi-disciplinary approach, embracing IT, marketing, HR and many other fields. Readers will benefit from a comprehensive selection of current topics, including: tools, tactics and strategies for social media, internal and external communication, viral marketing campaigns, social CRM, employer branding, e-recruiting, search engine optimization, social mining, sentiment analysis, crowdfunding, and legal and ethical issues.

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This open access book is the first to provide an analysis of the Dutch paper industry over a period encompassing six centuries. Responding to a trend of renewed scholarly interest in paper industries and production, the book seeks to illuminate the factors behind this relatively small national industry's centuries-long survival. Previous historical research has shown that sets of colonial, trade, merchant and family networks, tightly interwoven through a dense web of capital, were crucial for paper production and trade in early modern Europe. This book situates the Dutch paper industry within these overlapping contexts and their shifting dynamics over time, and historicizes the challenges and obstacles it had to overcome through four phases of capitalism: the rise of Dutch capitalism (15801815), Dutch monarchic liberalism (18151914), Fordism (19141980), and post-Fordism (1980 until now). Each chapter covers not only technological advancements in the industry, but its development alon

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This book presents the lecture notes and exercises corresponding to the course Quantum Field Theoretical Methods in Condensed Matter that the authors imparted for several years as part of the masters program on Condensed Matter and Biological Systems at the Autonoma University of Madrid.

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This book presents the theory of matrix algebra for statistical applications, explores various types of matrices encountered in statistics, and covers numerical linear algebra.

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Each chapter engages the question of what it means to be disabled in a specific place, exploring issues of movement, work and play, community and activism, artistic production, love and marriage, access and social services, family and friendship, memory and agingall informed by the places that people inhabit.

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This book contains selected papers presented at the 17th IFIP WG 9.2, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School on Privacy and Identity Management, held online in August/September 2022. The 9 full papers and 5 workshop and tutorial papers included in this volume were carefully reviewed and selected from 23 submissions.

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This book provides professionals and academics with a holistic and practical approach to virtual and innovative quality management (QM) throughout the business value chain.

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This textbook provides an introduction to functional analysis suitable for lecture courses to final year undergraduates or beginning graduates. Starting from the very basics of metric spaces, the book adopts a self-contained approach to Banach spaces and operator theory that covers the main topics, including the spectral theorem, the Gelfand transform, and Banach algebras. Various applications, such as least squares approximation, inverse problems, and Tikhonov regularization, illustrate the theory. Over 1000 worked examples and exercises of varying difficulty present the reader with ample material for reflection. This new edition of Functional Analysishas been completely revised and corrected, withmany passages rewritten for clarity, numerous arguments simplified, and a good amount of new material added, including new examples and exercises. The prerequisites, however, remain the same with only knowledge of linear algebra and real analysis of a singlevariable assumed of the reader

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This book highlights the geopolitical and economic consequences of the Russia’s invasion of Ukraine. The author, a key architect of Polish eco-nomic reforms and the most frequently cited economist from post-Com-munist countries, shares new insights into the causes and mechanisms of the Second Cold War. Written in an unorthodox, bold and lucid style, the book raises provocative issues and provides convincing answers to some of the most difficult questions, such as who the true beneficiaries and interest groups behind the war are, and what their motives and con-flicting goals are. The book also introduces readers to the greatest challenge of our time, climate change, and explores the long-term effects of the current arms race and rearmament spiral on global warming. This interdisciplinary book, which also addresses the challenges of inflation, mass migrations and clashes between democracy and authoritarianism, will appeal to anyone interested in the contemporary geopolitical shifts triggered by the Russia’s invasion of Ukraine, but also in the dynamics and directions of the evolution of the new cold war.

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Innovative digital technologies are forcing companies to rethink how they compete. The focus of digital innovation in business has shifted from internal transformation within firms to their market interface and ecosystems. While opportunities for innovation in internal operations are well established, it’s less clear how to leverage technology at the market interface. This often has strategic implications, and the goal of this book is help you connect digital innovation to business strategy. By understanding how to leverage digital technologies, you can redefine your market-facing business processes, your products, services and even your business models and stay competitive in today’s hybrid markets. This book provides a coherent and comprehensive approach to not just survive but rather thrive in the 21st Century global marketplace. With global, real-world examples and original frameworks, this is an ideal book for executives and anyone who wants to understand digital strategy. Highly practical but infused with rigorous research, it shows you how your business can use digital technologies to compete in today’s hybrid markets.

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Is unabated inflation the new normal? Inflation is back and here to stay. For companies, this means that the world in which they do business has fundamentally changed. This book examines inflation from multiple perspectives and offers actions and strategies for companies to cope with and manage it to ensure their survival. For businesses and consumers, it is not a question of eliminating inflation, but how to cope with it in order to suffer as little damage as possible. This includes not just price management, but also sales, finance, purchasing, cost management along with digitalization and innovation activities in equal measure. It also requires corporate cultural change, which if managed fast and successfully, the prospects of defeating inflation and thus ensuring the survival of the company are good.

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This book revisits the life and crimes of Ted Bundy. It seeks to reconcile the contradictions and controversies about his life that underscore the broader US unsolved murder problem, one that is estimated at between 250,000 to 350,000 open, unresolved, or cold cases. The incidence of crime is far greater than is captured by official statistics; most offenses are never detected, a concept known as the dark figure of crime which is explored here. Drawing on 25 years of practitioner, research, and consultant experiences with the most violent criminals, this book offers solutions toward clearing the current backlog of unsolved murders in the United States many of which were never reported and disproportionately perpetrated by offenders like Bundy. This compelling book speaks to students, academics and readers interested in true crime, serial murder, homicide and criminal justice.

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This book highlights how the practical skills of the police officer can be transferred into the realm of academic research and support them in becoming part of the evidence-based policing movement. It starts by exploring the professionalisation of the police service through higher education accreditation and the different methodologies of social research practice. Using operational comparisons and a little humour, it guides the reader through the swamp of concepts and processes, such as ethical approval, research paradigms and data gathering and analysis. It then takes them on a journey of reflection and reflexivity, challenging their own perspective on policing and working within the wider criminal justice sector and how they can make a valuable contribution to the development of policing practice.

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This book brings together leading researchers on wellbeing science to provide a multidisciplinary approach to psychological wellbeing with implications for the interconnected societal challenges we face today, including loneliness, neoliberalism, inequality and anthropogenic climate change. Its authors present new and innovative models for understanding, building and improving our understanding of the complex construct of wellbeing. The capacity for individual positive change is explored, as well as the scope for such change to impact on the communities and environments within which we live. Further, the book places individual wellbeing within a broader context that also addresses societal needs and challenges. In doing so, it provides a novel synthesis of individual, societal and environmental perspectives on wellbeing and human flourishing.In the face of an urgent need to build stronger, sustainable and more resilient communities, this book demonstrates how wellbeing science can link the individual with the community through appropriate health and wellbeing policies and offers a guide to a new way for individuals to connect with the world. It will appeal to researchers and professionals working across the fields of psychology, environmental science, public health and public policy.

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This book demonstrates how hospitals can be transformed into dynamic, patient-centered, and cost-effective organizations. It describes systems for providing safe, high-quality medical services and outlines the importance of data for health outcomes. In this regard, the book underscores the importance of decision-making and delegation, as well as the effective use of administrative staff, new technologies, and evidence-based medicine to benefit patients and boost efficiency. At the same time, it emphasizes the importance of applying metrics to improve cost-effectiveness. Although primarily intended as a hands-on book for clinical leaders, it also considers hospitals from a broader societal perspective, making it of interest to leaders at all organizational levels in hospitals and to policymakers alike.

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By comprehensively exploring the theoretical questions raised by professional communication, this book provides an introduction to the philosophy of communication. Key Features: Arranged in three parts encompassing the theory of communication, conflict transformation and the role communication plays within organizations. Examines how agreement is reached through communication, how such agreement is negotiated between different perspectives and how such negotiation produces our organizations. Includes a full range of pedagogical features, including study questions, essay questions. chapter summaries, focus points and suggestions for further reading. Philosophy of Communication is essential reading for all students of the philosophy of communication.

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The great majority of startups fail, and most entrepreneurs who have succeeded have had to bounce back from serious mistakes. Entrepreneurs fumble key interactions because they don’t know how to handle the negotiation challenges that almost always arise. They mistakenly believe that deals are about money when they are much more complicated than that.This book presents entrepreneurship as a series of interactions between founders, partners, potential partners, investors and others at various stages of the entrepreneurial process - from seed to exit. There are plenty of authors offering ‘tips’ on how to succeed as an entrepreneur, but no one else scrutinizes the negotiation mistakes that successful entrepreneurs talk about with the authors.As Dinnar and Susskind show, learning to handle emotions, manage uncertainty, cope with technical complexity and build long-term relationships are equally or even more important. This book spotlights eight big mistakes that entrepreneurs often make and shows how most can be prevented with some forethought. It includes interviews with high-profile entrepreneurs about their own mistakes. It also covers gender biases, cultural challenges, and when to employ agents to negotiate on your behalf.Aspiring and experienced entrepreneurs should pay attention to the negotiation errors that even the most successful entrepreneurs commonly make.

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When Ronald Reagan was elected in 1980, limits on NASA funding and the lack of direction under the Nixon and Carter administrations had left the U.S. space program at a crossroads. In contrast to his predecessors, Reagan saw outer space as humanity’s final frontier and as an opportunity for global leadership. His optimism and belief in American exceptionalism guided a decade of U.S. activities in space, including bringing the space shuttle into operation, dealing with the 1986 Challenger accident and its aftermath, committing to a permanently crewed space station, encouraging private sector space efforts, and fostering international space partnerships with both U.S. allies and with the Soviet Union. Drawing from a trove of declassified primary source materials and oral history interviews, John M. Logsdon provides the first comprehensive account of Reagan’s civilian and commercial space policies during his eight years in the White House. Even as a fiscal conservative who was hesitant to increase NASA’s budget, Reagan’s enthusiasm for the space program made him perhaps the most pro-space president in American history.

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This major reference work is the most comprehensive resource on oncologic critical care. The text reviews all significant aspects of oncologic ICU practices, with a particular focus on challenges encountered in the diagnosis and management of the critically ill cancer patient population. Comprised of over 140 chapters, the text explores such topics as the organization and management of an oncologic ICU, diseases and complications encountered in the oncologic ICU, multidisciplinary care, surgical care, transfusion medicine, special patient populations, critical care procedures, ethics, pain management, and palliative care. Written by worldwide experts in the field, Oncologic Critical Care is a valuable resource for intensivists, advance practice providers, nurses, and other healthcare providers, that will help close significant knowledge and educational gaps within the realm of medical care for critically ill cancer patients.

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This fully updated and revised new edition will guide the reader to develop a systematic approach to the diagnosis of inflammatory disorders of the skin. It covers the most common and clinically important inflammatory disorders of the skin in a image-rich easy to read format. Each section includes a practical tips section to help navigate the differential diagnosis. Examples of diagnostic comments are provided that practicing pathologists can utilize in their own reports. Therefore, this book will not only guide the reader in how to approach inflammatory dermatoses, it will also help with writing the report. All chapters are revised and updated and include new images. The second edition of Inflammatory Dermatopathology will be of great value to surgical pathologists, pathology residents, dermatology residents, and dermatopathology fellows.

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A fully-illustrated, note-packed volume of information, Dermatology: Illustrated Study Guide and Comprehensive Board Review fulfills a real need for a single study guide for the Dermatology Board Exam. Written by a previous Chief Resident of Dermatology at the University of Illinois at Chicago Medical Center, the text focuses on presenting comprehensive information in an easy-to-understand, easy-to-remember format. The second edition of this incredibly popular book includes: · Close to 800 full-color clinical and histologic images · Over 75 new histopathologic images and over 170 tables· Layout similar to first edition with outline approach· Clinical images parallel to corresponding text for easy reinforcement of text· Updated coverage of new medications, new entities and new mutations· Must-have for any dermatologist or dermatology resident for studying for the in-service training exam and dermatology board exam · Excellent review source for dermatology with easy to read format, numerous mnemonics and high-quality clinical images

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This best-selling textbook for a second course in linear algebra is aimed at undergrad math majors and graduate students. The novel approach taken here banishes determinants to the end of the book. The text focuses on the central goal of linear algebra: understanding the structure of linear operators on finite-dimensional vector spaces. The author has taken unusual care to motivate concepts and to simplify proofs. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra.The third edition contains major improvements and revisions throughout the book. More than 300 new exercises have been added since the previous edition. Many new examples have been added to illustrate the key ideas of linear algebra. New topics covered in the book include product spaces, quotient spaces, and dual spaces. Beautiful new formatting creates pages with an unusually pleasant appearance in both print and electronic versions.No prerequisites are assumed other than the usual demand for suitable mathematical maturity. Thus the text starts by discussing vector spaces, linear independence, span, basis, and dimension. The book then deals with linear maps, eigenvalues, and eigenvectors. Inner-product spaces are introduced, leading to the finite-dimensional spectral theorem and its consequences. Generalized eigenvectors are then used to provide insight into the structure of a linear operator.

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This book offers a comprehensive introduction to the central ideas that underpin deep learning. It is intended both for newcomers to machine learning and for those already experienced in the field. Covering key concepts relating to contemporary architectures and techniques, this essential book equips readers with a robust foundation for potential future specialization. The field of deep learning is undergoing rapid evolution, and therefore this book focusses on ideas that are likely to endure the test of time.The book is organized into numerous bite-sized chapters, each exploring a distinct topic, and the narrative follows a linear progression, with each chapter building upon content from its predecessors. This structure is well-suited to teaching a two-semester undergraduate or postgraduate machine learning course, while remaining equally relevant to those engaged in active research or in self-study.A full understanding of machine learning requires some mathematical background and so the book includes a self-contained introduction to probability theory. However, the focus of the book is on conveying a clear understanding of ideas, with emphasis on the real-world practical value of techniques rather than on abstract theory. Complex concepts are therefore presented from multiple complementary perspectives including textual descriptions, diagrams, mathematical formulae, and pseudo-code.Chris Bishop is a Technical Fellow at Microsoft and is the Director of Microsoft Research AI4Science. He is a Fellow of Darwin College Cambridge, a Fellow of the Royal Academy of Engineering, and a Fellow of the Royal Society. Hugh Bishop is an Applied Scientist at Wayve, a deep learning autonomous driving company in London, where he designs and trains deep neural networks. He completed his MPhil in Machine Learning and Machine Intelligence at Cambridge University.“Chris Bishop wrote a terrific textbook on neural networks in 1995 and has a deep knowledge of the field and its core ideas. His many years of experience in explaining neural networks have made him extremely skillful at presenting complicated ideas in the simplest possible way and it is a delight to see these skills applied to the revolutionary new developments in the field.” -- Geoffrey Hinton"With the recent explosion of deep learning and AI as a research topic, and the quickly growing importance of AI applications, a modern textbook on the topic was badly needed. The "New Bishop" masterfully fills the gap, covering algorithms for supervised and unsupervised learning, modern deep learning architecture families, as well as how to apply all of this to various application areas." – Yann LeCun“This excellent and very educational book will bring the reader up to date with the main concepts and advances in deep learning with a solid anchoring in probability. These concepts are powering current industrial AI systems and are likely to form the basis of further advances towards artificial general intelligence.” -- Yoshua Bengio

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Now available in Open Access, this best-selling textbook for a second course in linear algebra is aimed at undergraduate math majors and graduate students. The fourth edition gives an expanded treatment of the singular value decomposition and its consequences. It includes a new chapter on multilinear algebra, treating bilinear forms, quadratic forms, tensor products, and an approach to determinants via alternating multilinear forms. This new edition also increases the use of the minimal polynomial to provide cleaner proofs of multiple results. Also, over 250 new exercises have been added.The novel approach taken here banishes determinants to the end of the book. The text focuses on the central goal of linear algebra: understanding the structure of linear operators on finite-dimensional vector spaces. The author has taken unusual care to motivate concepts and simplify proofs. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra. Beautiful formatting creates pages with an unusually student-friendly appearance in both print and electronic versions. No prerequisites are assumed other than the usual demand for suitable mathematical maturity. The text starts by discussing vector spaces, linear independence, span, basis, and dimension. The book then deals with linear maps, eigenvalues, and eigenvectors. Inner-product spaces are introduced, leading to the finite-dimensional spectral theorem and its consequences. Generalized eigenvectors are then used to provide insight into the structure of a linear operator.From the reviews of previous editions:Altogether, the text is a didactic masterpiece. — zbMATHThe determinant-free proofs are elegant and intuitive. — American Mathematical MonthlyThe most original linear algebra book to appear in years, it certainly belongs in every undergraduate library — CHOICE

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Practical Pharmaceutics contains essential knowledge on the preparation, quality control, logistics, dispensing and use of medicines. It features chapters written by experienced pharmacists and scientists working in hospitals, academia and industry throughout Europe, including practical examples as well as information on current GMP and GMP-based guidelines and EU-legislation. In this second edition all chapters have been updated with numerous new as well as didactically revised illustrations and tables. A completely new chapter about therapeutic proteins and Advanced Therapy Medicinal Products was added. From prescription to production, from usage instructions to procurement and the impact of medicines on the environment, the book provides step-by-step coverage that will help a wide range of readers, students as well as professionals. It offers product knowledge for all pharmacists working directly with patients and it will enable them to make the required medicine available, to store medicines properly, to adapt medicines if necessary and to dispense medicines with the appropriate information for patients as well as caregivers about product care and how to maintain the quality of the product. The basic knowledge presented in the book will also be valuable for industrial pharmacists to remind and focus them on the application of the medicines manufactured. The basic and practical knowledge on the design, preparation and quality management of medicines can directly be applied by the pharmacists whose main duty is production in community and hospital pharmacies and in industry. Undergraduate as well as graduate pharmacy students will find knowledge presented in a coherent way and fully supported with relevant examples. Practical Pharmaceutics has become a reliable and recognised source for the acquisition of pharmaceutical-technological knowledge. The book is used in the curriculum of a number of international universities and schools of Pharmacy.

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Inspired by witnessing and experiencing the changes in healthcare and its delivery over the past 50 years, Dr. Henry Buchwald observes and comments on the current state of healthcare in the United States. His narrative includes the history, the historical data, and personal experiences of a healthcare system that has moved away from caring, first and foremost, for patients. This expensive, impersonal system, he believes may not be in the best interest either of the nation or of the people it purports to heal.As the title suggests, it appears that healthcare has been turned upside down to serve the administrators of the system and away from its basic function of offering the best care for patients. With this basic principle in mind, the topics presented in this book provide and discuss healthcare statistics and alterations to the language of medicine. The chapters themselves examine the transformations to the medical school, the clinic and the office, the hospital, and the practice. Additional chapters discuss the role of the payers, public health research, as well as pandemics, including COVID-19, the advantages and disadvantages of socialized medicine, as well as the broken doctor/patient relationship. Finally, Dr. Buchwald offers thoughts on the areas in which future healthcare efforts can most fruitfully be expended.Analysing today’s pervading administrative domination of essentially every facet of healthcare, Healthcare Upside Down thoughtfully considers the variety of ways in which we can turn the current healthcare system right-side up to serve those who should be the ultimate beneficiaries – all of us as patients, now and in the future.

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This book is a guide to numerical methods for solving fluid dynamics problems. The most widely used discretization and solution methods, which are also found in most commercial CFD-programs, are described in detail. Some advanced topics, like moving grids, simulation of turbulence, computation of free-surface flows, multigrid methods and parallel computing, are also covered. Since CFD is a very broad field, we provide fundamental methods and ideas, with some illustrative examples, upon which more advanced techniques are built. Numerical accuracy and estimation of errors are important aspects and are discussed in many examples. Computer codes that include many of the methods described in the book can be obtained online. This 4th edition includes major revision of all chapters; some new methods are described and references to more recent publications with new approaches are included. Former Chapter 7 on solution of the Navier-Stokes equations has been split into two Chapters to allow for a more detailed description of several variants of the Fractional Step Method and a comparison with SIMPLE-like approaches. In Chapters 7 to 13, most examples have been replaced or recomputed, and hints regarding practical applications are made. Several new sections have been added, to cover, e.g., immersed-boundary methods, overset grids methods, fluid-structure interaction and conjugate heat transfer.

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