Böcker utgivna av Springer Nature Switzerland AG

This book comprehensively covers the state-of-the-art security applications of machine learning techniques. The first part explains the emerging solutions for anti-tamper design, IC Counterfeits detection and hardware Trojan identification. It also explains the latest development of deep-learning-based modeling attacks on physically unclonable functions and outlines the design principles of more resilient PUF architectures. The second discusses the use of machine learning to mitigate the risks of security attacks on cyber-physical systems, with a particular focus on power plants. The third part provides an in-depth insight into the principles of malware analysis in embedded systems and describes how the usage of supervised learning techniques provides an effective approach to tackle software vulnerabilities.

This book offers a summary of research on the biomechanics of fracture fixation and mechanobiology of fracture healing. The author, a known expert, provides an overview of the state of art, his own research together with that of his co-workers and collaborators; he describes the ideas and findings from the beginning of this research field in the 1960s up to the clinical consequences and applications of today. The book discusses the mechanobiology of fracture healing, illustrates the numerical methods that simulate fracture healing processes, and depicts specific research methods of experimental studies. Finally, it provides conclusions for the improvement of fracture treatment that will be of use in clinical applications nowadays. This book will be a valuable resource of knowledge for students and scientists in the field of bioengineering, experimental biology, and biomechanics, helping them to identify the correct conditions and analysis for their respectiveresearch and receive an understanding of the research field from its beginning until today. For experimental and clinical surgeons active in the field of fracture healing, this book will provide a useful historical overview over this translational research field.

Superfoods have come to the forefront of the public imagination due to a combination of presumed health benefits and cultural mystique. Much of the literature on these foods, however, is based upon rostrums and diet plans that accept the health claims of superfoods without subjecting them to rigorous scrutiny.Superfoods: Cultural and Scientific Perspectives examines these food products from a blended science and cultural viewpoint, presenting a balanced, evidence-based view of each food item. Following a discussion of ¿superfoods¿ as a category, the book¿s chapters examine individual superfoods, including but not limited to: avocados, chocolate, wine, berries, and fish oil.Presented in a systemic manner, each chapter provides a cultural history of the superfood; a survey of the current state of nutritional research on the food and its health claims; an exploration of related science topics to enhance understanding of the superfood, (i.e., a survey of the botany, biology, or chemistry studies); social issues associated with the superfood, such as sustainability, environmental health concerns, agricultural issues, fair trade and marketing issues; and one to three recipes featuring the superfood. This combination of scientific and cultural perspectives makes Superfoods an invaluable reference for academics, industry professionals, and lay-readers alike.

This book presents a framework for developing as well as a comprehensive collection of state-of-the-art process querying methods. Process querying combines concepts from Big Data and Process Modeling and Analysis with Business Process Intelligence and Process Analytics to study techniques for retrieving and manipulating models of real-world and envisioned processes to organize and extract process-related information for subsequent systematic use.The book comprises sixteen contributed chapters distributed over four parts and two auxiliary chapters. The auxiliary chapters by the editor provide an introduction to the area of process querying and a summary of the presented methods, techniques, and applications for process querying. The introductory chapter also examines a process querying framework. The contributed chapters present various process querying methods, including discussions on how they instantiate the framework components, thus supporting the comparison of themethods. The four parts are due to the distinctive features of the methods they include. The first three are devoted to querying event logs generated by IT-systems that support business processes at organizations, querying process designs captured in process models, and methods that address querying both event logs and process models. The methods in these three parts usually define a language for specifying process queries. The fourth part discusses methods that operate over inputs other than event logs and process models, e.g., streams of process events, or do not develop dedicated languages for specifying queries, e.g., methods for assessing process model similarity.This book is mainly intended for researchers. All the chapters in this book are contributed by active researchers in the research disciplines of business process management, process mining, and process querying. They describe state-of-the-art methods for process querying, discuss use cases of process querying, and suggest directions for future work for advancing the field. Yet, also other groups like business or data scientists and other professionals, lecturers, graduate students, and tool vendors will find relevant information for their distinctive needs.Chapter "Celonis PQL: A Query Language for Process Mining" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

This volume addresses economic challenges and policy reforms in the Middle East and North Africa (MENA) region. Despite important resources and strategic advantages, the region suffers from a number of economic, social, and political problems that impedes normal economic take-off. The volume contains theoretical and empirical studies covering individual countries and panel studies addressing these economic challenges. Chapters address issues such as economic growth; poverty and inequality; subsidies and public finances policies; external trade and financial liberalization; remittances,corruption, transparency, and institutions; renewable energy, digitalization, terrorism, regional integration, capital flight,money laundering, financial development and brain drain. Providing a comprehensive understanding of the most important and urgent economic challenges in the region, this volume will be a useful reference for researchers and policymakers interested in the MENA region.

This book contains contributions from the international conference ¿Engineering Innovations and Sustainable Development,¿ organized by three Russian universities on June 17¿18, 2021. By presenting international research on various sustainability issues, it includes topics such as current trends in industrial and agricultural development, innovations in the construction and transport sectors, problems concerning the financing of innovative activities and governmental support for innovations, and engineering competences and skills in the era of new technologies. It also covers the economic, environmental, and informational aspects of sustainable development in the context of innovations. Finally, the book addresses theoretical and practical aspects by studying the phenomenon of sustainability and engineering development in terms of comparing international experiences. It provides significant value for scientists, teachers, and students of higher educational institutions, and specialists, who are researching sustainable development issues in the era of engineering innovations.

This open access book presents research and evaluation results of the Austrian flagship project ¿Connecting Austria,¿ illustrating the wide range of research needs and questions that arise when semi-automated truck platooning is deployed in Austria. The work presented is introduced in the context of work in similar research areas around the world. This interdisciplinary research effort considers aspects of engineering, road-vehicle and infrastructure technologies, traffic management and optimization, traffic safety, and psychology, as well as potential economic effects. The book¿s broad perspective means that readers interested in current and state-of-the-art methods and techniques for the realization of semi-automated driving and with either an engineering background or with a less technical background gain a comprehensive picture of this important subject. The contributors address many questions such as:Which maneuvers does a platoon typically have tocarry out, and how?How can platoons be integrated seamlessly in the traffic flow without becoming an obstacle to individual road users? What trade-offs between system information (sensors, communication effort, etc.) and efficiency are realistic? How can intersections be passed by a platoon in an intelligent fashion?Consideration of diverse disciplines and highlighting their meaning for semi-automated truck platooning, together with the highlighting of necessary research and evaluation patterns to address such a broad task scientifically, makes Energy-Efficient and Semi-automated Truck Platooning a unique contribution with methods that can be extended and adapted beyond the geographical area of the research reported.

This book presents climate change as a global phenomenon which affects the entire food chain. Many studies analyzing environmental impacts of food systems confirm significant effects of food production on climate change. Most of them associate primary production with emission of greenhouse gasses identified as one of the causes resulting in warming the atmosphere and global climate effects. A wider perspective shows that the food chains start at farms with consumers being at the end of the pipeline. This approach emphasizes the role of the entire food chain highlighting different kinds of environmental impacts affecting climate change.On the other side, temperature changes and variations of precipitation patterns, together with extreme weather events and water reduction, are recognized as predictors for producing less food, decreased food quality, new food safety risks, biodiversity losses, and depletion of resources associated with food production in modified circumstances. Last but not least, these effects introduce new threats known as food security where some assumptions stress that almost one billion of people are hungry not receiving enough food as a result of climate changes. As a result, the UN highlights the need for combating climate change and promotes sustainable (food) consumption and production.Based on the perceived need to promote and disseminate information on climate change related to food system, the ¿Handbook of Climate change across the food supply chain¿ is being produced. The publication compiles information, experiences, practical initiatives, and projects around the subject matter and makes it available to a wide audience. It is expected that the ¿Handbook of Climate change across the food supply chain¿ makes many benefits of climate service clearer and, inter alia, leads to an increase in the demand for such important services.

This multidisciplinary book discusses the manifold challenges arctic marine and terrestrial wildlife, ecosystems and people face these times. Major health threats caused by the consequences of climate change, environmental pollution and increasing tourism in northern regions around the globe are explored. The most common infectious diseases in wild and domesticated arctic animals are reviewed and the impact they could have on circumpolar ecosystems as well as on the lives of arctic people are profoundly discussed. Moreover, the book reviews arctic hunting, herding and food conservation strategies and introduces veterinary medicine in remote indigenous communities. "Arctic One Health" is authored by experts based in arctic regions spanning from North America over Europe to Asia to cover a broad range of topics and perspectives. The book addresses researchers in Veterinary Medicine, Ecology, Microbiology and Anthropology. The book contributes towards achieving the UN Sustainable Developmental Goals, in particular SDG 15, Life on Land.

Career and student counselling is a complex task that requires a high level of professionalism. This book introduces basic counselling skills in vocational and educational guidance. It is based on important scientific models. The book presents internationally recognized counselling approaches which include among others micro counselling, solution focused brief counselling and competence oriented counselling. It also addresses possibilities for the use of artificial intelligence.The book offers direct guidance for the consulting practice and supports competence development through case studies, tasks and didactically designed exercises. It is suitable as a guide for the training of consulting professionals in the field of career guidance.

Caterpillars are excellent model organisms for understanding how multiple selective forces shape the ecology and evolution of insects, and organisms in general. Recent research using the tools of modern molecular biology, genetics, metabolomics, microbial ecology, experiments conducted at a global level, network analysis, and statistical analyses of global data sets, combined with basic natural history, are yielding exciting new insights into caterpillar adaptations and ecology. The best way to view these research advances is within a framework of tri-trophic interactions. This is a timely topic for research given the central role of caterpillars and plants in the ecology and trophic structure of terrestrial communities. This book is unique in that it contains chapters from a team of experts on a diversity of key topics within caterpillar-plant interactions. This volume brings together contributions by researchers from around the globe, working in both tropical and temperate habitats,and in human-managed and more natural habitats. It is a significant contribution to our understanding of insect biology, and the role that insects, as represented by caterpillars, play in a world increasingly dominated by humans and one in which threats to insect biodiversity are mounting.Chapter 11 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.The Natural History of Caterpillar-Ant Associations" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

This edited volume discusses how even small nation states can make a significant difference in the future of space governance. The book is divided into three main sections covering political theory, case studies, and space technology and applications. Key topics of discussion include planetary defense, space mining, and high-power systems in space. Through these timely subjects, the book presents strategies for developing a truly global governance framework in space, based on the concept of a responsible cosmopolitan state.Authored by a multidisciplinary group of researchers from the Czech Republic, the volume will appeal to other scientific teams and policymakers looking to become pioneers of cosmopolitan space policies at a national and global level.

The book explains the need to decarbonise energy supplies, urban systems and industrial processes to reduce global greenhouse gases and meet the ambitious emissions reduction goals set out in the Paris Agreement 2016. It discusses how the introduction of AI to cyber-physical systems (CPS) can do this, using illustrations throughout to highlight the potential impacts.Intelligent Decarbonisation comprehensively assesses the current and future impact of digital technologies and artificial intelligence (AI) on the decarbonisation of key economic sectors.The book is divided into four parts ¿ Technology, Impact, Implications and Incubation ¿ moving clearly from the theoretical and technical to the real-world effects and areas for future development. It also presents insights into the economic and environmental transformation fostered by digital technologies.Intelligent Decarbonisation brings together work from private and public sector professionals, academics and think tank experts, and provides truly comprehensive insights into the topic. It is an interesting and informative text for policymakers, researchers and industry professionals alike.

This edited volume surveys a variety of topics in statistics and the social sciences in memory of the late Stephen Fienberg. The book collects submissions from a wide range of contemporary authors to explore the fields in which Fienberg made significant contributions, including contingency tables and log-linear models, privacy and confidentiality, forensics and the law, the decennial census and other surveys, the National Academies, Bayesian theory and methods, causal inference and causes of effects, mixed membership models, and computing and machine learning. Each section begins with an overview of Fienberg¿s contributions and continues with chapters by Fienberg¿s students, colleagues, and collaborators exploring recent advances and the current state of research on the topic. In addition, this volume includes a biographical introduction as well as a memorial concluding chapter comprised of entries from Stephen and Joyce Fienberg¿s close friends, former students, colleagues, and other loved ones, as well as a photographic tribute.