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This book presents the modeling and scaling of physical problems, which result in normalized perturbation equations. This is followed by solving perturbation problems and evaluating the results. The author refines perturbation methods into simple, understandable elements and avoids unnecessary theorems and proofs. In addition, the results are consolidated and interpreted, and the presented examples are succinct to illustrate the essential techniques. This book is ideal and beneficial for practicing scientists and engineers who need to understand and apply perturbation methods to difficult problems with applications in mathematics, engineering, and biology. Discussions on new perspectives, simpler presentations on convergence, and the expansion of integrals are included.
This book explores machine learning (ML) defenses against the many cyberattacks that make our workplaces, schools, private residences, and critical infrastructures vulnerable as a consequence of the dramatic increase in botnets, data ransom, system and network denials of service, sabotage, and data theft attacks. The use of ML techniques for security tasks has been steadily increasing in research and also in practice over the last 10 years. Covering efforts to devise more effective defenses, the book explores security solutions that leverage machine learning (ML) techniques that have recently grown in feasibility thanks to significant advances in ML combined with big data collection and analysis capabilities. Since the use of ML entails understanding which techniques can be best used for specific tasks to ensure comprehensive security, the book provides an overview of the current state of the art of ML techniques for security and a detailed taxonomy of security tasks and corresponding ML techniques that can be used for each task. It also covers challenges for the use of ML for security tasks and outlines research directions. While many recent papers have proposed approaches for specific tasks, such as software security analysis and anomaly detection, these approaches differ in many aspects, such as with respect to the types of features in the model and the dataset used for training the models. In a way that no other available work does, this book provides readers with a comprehensive view of the complex area of ML for security, explains its challenges, and highlights areas for future research. This book is relevant to graduate students in computer science and engineering as well as information systems studies, and will also be useful to researchers and practitioners who work in the area of ML techniques for security tasks.
This monograph presents the original scientific manuscripts submitted for publication at the International Conference - The Science and Development of Transport (ZIRP 2021), organized by the University of Zagreb, Faculty of Transport and Traffic Sciences, Zagreb, Croatia. The Conference takes place in ¿ibenik, Croatia, from 30th September until 1st October 2021, aiming to bring together the scientists and the practitioners by putting forward innovative solutions available to everyone. This monograph presents the newest scientific research, case studies, and best practices in the field of transport and logistics. In addition to the main topics, many relevant manuscripts in the field of transport and logistics have been presented, such as sustainable urban mobility and logistics, safety and policy, data science, process automation, inventory forecasting, improving competitiveness in the transport and logistics services market and raising customer satisfaction. The monograph willbe of interest for the experienced researchers, professionals as well as Ph.D. students in the field of transport and logistics
This book is a timely book to summarize the latest developments in the optimization of tuned mass dampers covering all classical approaches and new trends including metaheuristic algorithms. Also, artificial intelligence and machine learning methods are included to predict optimum results by skipping long optimization processes. Another difference and advantage of the book are to provide chapters about several types of control types including passive tuned mass dampers, active tuned mass dampers, tuned liquid dampers, tuned liquid column dampers and inerter dampers. Tuned mass dampers (TMDs) are vibration absorber devices used in all types of mechanic systems. The key factor in the design is an effective tuning of TMDs for the desired performance. In practice, several high-rise structures and bridges were designed by including TMDs. Also, TMDs were installed after the construction of the structures after several negative experiences resulting from the disturbing sway of the structures. In optimum design, several closed-form expressions have been proposed for optimum frequency and damping ratio of TMDs, but the exact optimization requires iterative optimization approaches. The current trend is to use evolutionary algorithms and metaheuristic optimization methods to reach the goal.
This book examines career patterns of the professoriate. Professors may appear as specialised individualists in their fields, and yet they follow pathways which are anything but unique. Drawing from a unique data set, the authors analyse the trajectories of the almost 2000 linguists and sociologists who hold full professorships in Germany, France and the UK in 2015. With a background in social theory, they reveal models, structures and rules that organise the professional lives and biographies of the most senior academics. This book presents the results of a systematic empirical study, which will be of interest to specialists in higher education studies as well as to linguists and sociologists, and to all academics more generally.
This book focuses on the impact of political leaders on the integration process led by the European Union. It aims at a better understanding of the European Union through the actions, contributions, and ideas of these outstanding characters to European integration and disintegration. By doing so, the book offers an entirely new perspective, presenting the actions of the main actors involved, their background, their historical time, their challenges and problems, and how they influenced the European Union's development.The authors in detail discuss different ideas connected to leaders, such as Jean Monnet and neo-functionalism, Spinelli and federalism or Churchill and the idea of cooperation. Furthermore, the book examines major policies and events, like the Common Agricultural Policy, the creation of the Euro as a consequence of the German reunification and Mitterrand¿s reactions, or Brexit and its connection to the impact of Margaret Thatcher. The global essence of the book makes it a must-read for students, researchers, and scholars interested in a better understanding of the European Union's integration process.
The extensively revised third edition of this text offers an in-depth practical guide to clinical conditions encountered in pediatric nephrology. Extensively updated disease-specific chapters offer detailed coverage of relevant basic science, diagnostic work-up, laboratory evaluation methods, appropriate management options and potential complications. Topics covered include disorders of renal development, glomerular disorders, the kidney and systemic disease, renal tubular disorders, tubulointerstitial disease, urinary tract disorders, acute kidney injury, chronic kidney disease, dialysis, kidney transplantation and hypertension. Information is also provided on important related issues, including the genetic origins of diseases, the role of complement in the pathogenesis of kidney disease, and pharmacological aspects related to the kidney. Pediatric Kidney Disease comprehensively reviews a range of clinical conditions encountered in pediatric nephrology, assisting the reader to develop their skills and improve their clinical decision-making. It is a vital resource for trainees and practicing clinicians alike and a useful reference for those preparing for pediatric nephrology board examinations.
This text provides a clear understanding of the fundamental principles of thermal and fluid sciences in a concise manner in a rigorous yet easy to follow language and presentation. Elucidation of the principles is further reinforced by examples and practice problems with detailed solutions. Firmly grounded in the fundamentals, the book maximizes readers¿ capacity to take on new problems and challenges in the field of fluid and thermal sciences with confidence and conviction. Standing also as a ready reference and review of the essential theories and their applications in fluid and thermal sciences, the book is applicable for undergraduate mechanical and chemical engineering students, students in engineering technology programs, as well as practicing engineers preparing for the engineering license exams (FE and PE) in USA and abroad.Explains the concepts and theory with a practical approach that readers can easily absorb;Provides the just the rightamount of theoretical and mathematical background needed, making it less intimidating for the reader;Covers fluid and thermal sciences in a straight-forward yet comprehensive manner facilitating a good understanding of the subject matter;Includes a wide spectrum and variety of problems along with numerous illustrative solved examples and many practice problems with solutions.
In a polarised milieu that too often posits ¿queer¿ and ¿Christian¿ as competing realms, this book explores the complexities of identity development, religious traumatisation, and the task of creating safe faith spaces in which LGBTQA+ people can find healing, particularly in the Evangelical context. First, Joel Hollier examines the historical path of Evangelicalism, providing context for the current terrain of the ¿culture war¿ we find ourselves in. He then parses out experiences of gender/sexuality and religious/spiritual identity development, grounding them in an evolving theoretical base. Finally, Hollier offers a rounded critique of Evangelical church structures and mechanisms of trauma that hinder the healing process, along with potential sources of healing. Central to this work are the voices of LGBTQA+ people whose stories weave together a deeper understanding of the harms the Church has perpetrated, and the path forward.
This monograph discusses fire hazard and fire resistance in wooden structures with a long duration of operation. Aside from its increasing importance for modern architecture, wood has been the most important building material in the past. It has a distinct aesthetic, high mechanical strength, and resistance against many environmental changes. These properties are evident in structures like the still standing Grinstead Chuch, which has been built in 1045.Readers will however learn about the decreasing fire resistance in wooden buildings with a long service live. Considering the cultural value of medieval wood buildings, this topic becomes increasingly relevant. The chapters discuss the mechanical, physico-chemical and thermophysical properties of wooden structures over different lifespans. Many factors contributing to the changing fire resistance in the ageing process of wooden structures, are explained.This book is a valuable resource for students, teachers and scientists in the areas of wood science, fire research and forestry.
This book provides a model, based on Paul¿s letter to the church in Philippi, to help pastors lead in a manner that brings lasting change and maturity to congregational members. The project addresses the need for pastors to move beyond a transactional mindset to a transformational approach to leadership, and it provides a model for them to follow. Tim Gregory grounds the call to transformational leadership in a close reading of Paul, drawing out multiple dimensions of what that leadership should strive to develop in a faith community.
This textbook introduces the language and the techniques of the theory of dynamical systems of finite dimension for an audience of physicists, engineers, and mathematicians at the beginning of graduation. Author addresses geometric, measure, and computational aspects of the theory of dynamical systems. Some freedom is used in the more formal aspects, using only proofs when there is an algorithmic advantage or because a result is simple and powerful. The first part is an introductory course on dynamical systems theory. It can be taught at the master's level during one semester, not requiring specialized mathematical training. In the second part, the author describes some applications of the theory of dynamical systems. Topics often appear in modern dynamical systems and complexity theories, such as singular perturbation theory, delayed equations, cellular automata, fractal sets, maps of the complex plane, and stochastic iterations of function systems are briefly explored for advanced students. The author also explores applications in mechanics, electromagnetism, celestial mechanics, nonlinear control theory, and macroeconomy. A set of problems consolidating the knowledge of the different subjects, including more elaborated exercises, are provided for all chapters.
This book explores communication in emergency call and response centers, taking an approach drawn from Conversation Analysis to examine how call-takers answer calls and the ways in which dispatch is issued in different contexts. It offers an original contribution to the study of the organization of emergency calls, the ways such calls are treated, and some of the practical problems that emerge when dealing with them. The author offers a systematic review of studies in the international field of the organization of emergency calls, while at the same time providing fresh case studies, illustrated with empirical materials, taken from audio- and video- recordings of the everyday activities of call and response centers. This book will be of interest to students and scholars of social interaction and may be appreciated by all scholars and practitioners working on the social management of emergency situations, including in fields such as Sociolinguistics and Pragmatics.
Drawing on extensive ethnographic, qualitative and quantitative research, this monograph provides a novel account of masculinities in an individual sport: competitive road cycling. Chapters present varied analyses on male cyclists¿ relationship with masculinity, the culture of competitive road cycling, cyclists¿ attitudes toward injury management, sexual minority and women¿s experiences in the sport, and autoethnographic accounts of the author¿s own experiences of being involved in the sport for over ten years. The author also examines how masculinity impacts male cyclists¿ attitudes towards competition, risk taking and doping practices. This book will be of interest to scholars and researchers in sports sociology, gender studies, and masculinity studies.
This edited volume brings together international research that explores children¿s creativity in STEM inquiry. It takes the position that creativity is relevant in all aspects of life and is essential for adaptable and innovative thinking. The research informed content of the book, highlights both challenges and opportunities for growing children¿s creativity. The book focuses on fostering children¿s creativity and natural curiosity in the world around them through STEM inquiry. Through STEM inquiry, children are learning through a cross- disciplinary approach where they apply concepts from multiple fields as they are thinking creatively, problem solving and constructing solutions. Educators play a critical role in encouraging children¿s creativity by modelling creativity, providing creative projects for children and importantly, establishing rich culturally connected environments where children have the resources, conditions and opportunities for acting and thinking creatively. The book provides a lens for looking at children¿s creativity in a range of different cultural settings. It offers insight and guidance to future research and will build educators¿ capacity for developing children¿s creative practices.
The book provides research scientists and engineers in industry information and data on the materials processing, characterization, and determination of materials¿ physical-chemical properties. The book highlights optical and chemical properties obtained on novel materials using a range of deposition methods by two different spectroscopic techniques: SE and UV-VIS-NIR. Emphasizing applications from across a number of domains including Healthcare, Opto-Electronic, and Defense, the book is ideal for academic researchers, graduate/undergraduate students, and practicing engineers concerned with optical coating technologies.
This book is about all things consciousness, great and small. It starts by pointing to the key characteristic of consciousness, without realizing which it cannot be understood: like everything else about the mind, it is fundamentally a kind of computation. Among many other matters, this explains: how it is that we share some aspects of consciousness with bacteria; how it can arise in artificial machines and not just living ones; how the empty cocoon of the self that it spins ends up pretending to be the butterfly; and how consciousness dooms this virtual butterfly to the splendor and the suffering of being awake and aware. Unlike most other books on consciousness, this one includes a discussion of some possible ways whereby we, pinned like butterflies by our species¿ history and socioeconomic circumstances, can awake to our collective predicament and join forces to do something about it. It should be of interest to all readers who care about the nature of our lived experience ¿ andabout our survival, which depends on developing critical consciousness of our dire situation and the social dynamics that shape it.
This book examines the impacts that the COVID-19 lockdown has had on environmental and ecological health, with a focus on coastal ecosystems in the Lower Gangetic Delta. The book begins with an overview of COVID-19's spread and impact before and after the lockdown in the focus region, then addresses the specific impacts that the lockdown period had and continues to have on air quality, marine and estuarine water quality, coastal biodiversity, and the livelihoods of the region's inhabitants, especially those who live below the poverty line. The decrease in human activity combined with the complete closure of various sectors, including air travel, oil and gas drilling, and construction, has had a pronounced effect on biodiversity and overall environmental health that is yet to be fully realized. The book sheds light on these changes and assesses how biodiversity, ambient air quality, and ecosystem functioning will progress as COVID-19 remains a threat and the lockdown persists. The studywill be of interest to researchers, government officials and professionals dealing with disaster management, environmental science, biological science, and health.
The book is covering knowledge and results in theory, methodology, and applications of artificial intelligence and machine learning in academia and industry. Nowadays, artificial intelligence has been used in every company where intelligence elements are embedded inside sensors, devices, machines, computers and networks. The chapters in this book integrated approach toward global exchange of information on technological advances, scientific innovations, and the effectiveness of various regulatory programs toward AI application in medicine, biology, chemistry, financial, games, law, and engineering. Readers can find AI application in industrial workplace safety, manufacturing systems, medical imaging, biomedical engineering application, different computational paradigm, COVID-19, liver tracking, drug delivery system, and cost-effectiveness analysis. Real examples from academia and industry give beyond state of the art for application of AI and ML in different areas. These chapters are extended papers from the First Serbian International Conference on Applied Artificial Intelligence (SICAAI), which was held in Kragujevac, Serbia, on May 19¿20, 2022.
In recent decades, the financial markets have experienced various crises, shocks and disruptive events, driving high levels of volatility. This volatility is too strong to be fully justified simply by changes in fundamentals. This volume discusses these highly relevant issues with special focus on asset pricing and behavioral finance. Financial price assets of the 2020s appear to be driven by various attractors in addition to fundamentals, and there is no doubt that investor emotions, market sentiment, the news, and external factors such as uncertainty all play a key role. This has been clearly observed in recent years, especially during the ongoing coronavirus pandemic that has changed the common perception of the way financial markets work.
This book presents the promises of Precision Medicine (PM) and the challenges of its implementation in daily clinical routine, while addressing the anticipated ethical and social implications. It is the first book that critically analyzes the potential and the dilemmas relevant to genomics and precision medicine from healthcare, public health and global perspectives. The nine chapters presented in this book elaborate on pharmacogenomics' crucial role in maximizing the potential benefits and minimizing medication's potential risks in groups of people, especially in cancer treatment and other health conditions. Infectious and non-communicable diseases (NCDs) are also discussed in this book by identifying challenges and ways to overcome them. Essential concepts are addressed, such as health-related benefits and harm to individuals and the broader community, including threats to individual privacy and autonomy, which warrant just distribution of scarce resources. The book also identifies and addresses the lack of competency in the healthcare workforce in the era of PM and discusses the path to laying the ethical foundation for the implementation of PM in healthcare organizations.
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