Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning relational, probabilistic, and possibilistic networks from data, this second edition of Graphical Models is thoroughly updated to include the latest research in this burgeoning field, including a new chapter on visualization. The text provides graduate students, and researchers with all the necessary background material, including modelling under uncertainty, decomposition of distributions, graphical representation of distributions, and applications relating to graphical models and problems for further research.
When are we actually "old"? What really happens as we age? How can we cope with old age in the best way? Growing old is an art, and aging in the best way requires spiritual understanding. In this enlightening anthology (compiled by a director of elder care homes), comprehensive cosmological perspectives alternate with detailed observations of aging. Rudolf Steiner views aging in the context of the earthly and spiritual evolution, which encompasses all forms of existence. This book therefore begins with the essential developmental significance of aging and ends by considering human beings as joint creators in cosmic processes and having the capacity to become increasingly conscious of all that this implies. These key texts by Rudolf Steiner show how spiritual knowledge can expand current studies of old age, the aging process, and problems that older people encounter. Issues concerning today's "aging population" can be seen in a broader context that recognizes the fruits of old age. One example of this is the productive relationship between childhood and old age--a theme throughout this volume. By growing old consciously, we can view aging not just as a period of physical decline but, more important, as a time for actively participating in shaping life. We can begin to find greater meaning in the process of growing old. Chapters include: - The Core Messages of Aging - Fundamental Principles of Gerontology - Aging as a Developmental Process - Aging: The Risks and Opportunities - The Art of Growing Old - Old Age and Death - Growing Old: A Challenge for Education - Cosmological Dimensions of Aging
A classic ecumenical commentary on Ephesians. In addition to detailed exegesis, Schnackenburg pays special attention to the history of interpretation of Ephesians, taking account of comparative material in the history of religion and, at the end of each exegetical section, shows how findings are relevant for today. The theological focus is the concept of the church, giving rise to ecumenical discussion about ministry and office in the church. This commentary has proved invaluable for biblical scholars, clergy and theological students.
Today, Fuzzy Set Theory is the core discipline of so-called ‘soft’ computing, and provides new impetus for research in the field of artificial intelligence. In this fascinating book, the history of Fuzzy Set Theory and the ways it was first used are incorporated into the history of 20th century science and technology. Influences from philosophy, system theory and cybernetics stemming from the earliest part of the 20th century are considered alongside those of communication and control theory from mid-century.
The Arctic is one of the world’s regions most affected by cultural, socio-economic, environmental and climatic changes. This book offers key insights into the history, current state of knowledge and the future of sustainability, and sustainable development, research in the Arctic. Written by an international, interdisciplinary team of experts, i
Rudolf Steiner's beautiful meditative verses for the yearly cycle have been used by countless people over the years. Their purpose is to awaken a feeling of unity with nature, and at the same time to stimulate a discovery of self. In listening to the changing language of the year and awakening a profound sympathy for it, we can in turn discover our own individual nature. Steiner's original and unique meditations facilitate this process, leading to a healthy feeling of being at one with the natural world. This edition features Anne Stockton's 52 celebrated and evocative paintings, which are a wonderful complement to Steiner's text. Steiner's words are newly translated for this edition by John Thomson.
This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced second edition has been fully revised and expanded with new content on swarm intelligence, deep learning, fuzzy data analysis, and discrete decision graphs. Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all that is necessary for the successful application of computational intelligence methods; explains the theoretical background underpinning proposed solutions to common problems; discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms; reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.
This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced second edition has been fully revised and expanded with new content on swarm intelligence, deep learning, fuzzy data analysis, and discrete decision graphs. Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all that is necessary for the successful application of computational intelligence methods; explains the theoretical background underpinning proposed solutions to common problems; discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms; reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.
This book seeks to demonstrate the significance of Ancestor Christology in African Christianity for christological developments in World Christianity. Ancestor Christology has developed in the process of an African conversion story of appropriating the mystery of Christ (Eph 3:4) in the category of ancestors. Logos Christology in early Christian history developed as an intricate byproduct in the conversion process of turning Hellenistic ideas towards the direction of Christ (A. F. Walls). Hellenistic Christian writers and modern African Christian writers thus share some things in common and when their efforts are examined within the conversion process framework there are discernible modes of engagement. The mode of Logos Christology that one finds in Origen, for example, is an innovative application of the understanding of Jesus Christ as Logos (incarnate); a new key but not discontinuous with the Johannine suggestive mode or the clarificatory mode of Justin Martyr. African Ancestor Christology is at the threshold of an innovative mode and the argument this book makes is that this strand of African Christology should be pursued in the indigenous languages aided by respective translated Bibles; a suggested way is a Logos-Ancestor (Nanasɛm) discourse in Akan Christianity.
Rudolf Arnheim has been known, since the publication of his groundbreaking Art and Visual Perception in 1974, as an authority on the psychologicalinterpretation of the visual arts. Two anniversary volumes celebrate the landmark anniversaries of his works in 2009. In The Power of the Center, Arnheim uses a wealth of examples to consider the actors that determine the overall organization of visual form in works of painting, sculpture, and architecture. The Dynamics of Architectural Form explores the unexpected perceptual consequences of architecture with Arnheim's customary clarity and precision.
Groundbreaking history of a rarely covered German unit. Numerous eyewitness reports from members of the division. Detailed maps to illustrate the division's actions.
Contemporary interest in the meditative schooling of mindfulness is usually associated with Eastern traditions. Rudolf Steiner spoke of the same phenomenon, although he used the terms ‘attentiveness’ and ‘dedication’ – or, combining these two, ‘pure perception’. This way of mindfulness and reverence is not in conflict with spiritual paths founded on thinking or pure thought. However, as the texts in this anthology indicate, methods based exclusively on thinking cannot be successful if they are not supported by perception, feeling and will. In counterbalance to today’s increasing intellectualization, the meditative exercises featured here connect with the perceptive activity of the human being’s sensory organs. They could also be understood as exercises for developing empathy, helping to make our relationship with the world around us more conscious and intense. Rudolf Steiner’s texts are sensitively edited and arranged by Andreas Neider, whose introduction and notes add further clarity to the theme.
In many fields of application of mathematics, progress is crucially dependent on the good flow of information between (i) theoretical mathematicians looking for applications, (ii) mathematicians working in applications in need of theory, and (iii) scientists and engineers applying mathematical models and methods. The intention of this book is to stimulate this flow of information. In the first three chapters (accessible to third year students of mathematics and physics and to mathematically interested engineers) applications of Abel integral equations are surveyed broadly including determination of potentials, stereology, seismic travel times, spectroscopy, optical fibres. In subsequent chapters (requiring some background in functional analysis) mapping properties of Abel integral operators and their relation to other integral transforms in various function spaces are investi- gated, questions of existence and uniqueness of solutions of linear and nonlinear Abel integral equations are treated, and for equations of the first kind problems of ill-posedness are discussed. Finally, some numerical methods are described. In the theoretical parts, emphasis is put on the aspects relevant to applications.
The Manifesto develops further the Critical Theory of Religion intrinsic to the Critical Theory of Society of the Frankfurt School into a new paradigm of the Psychology, Sociology, Philosophy and Theology of Religion. Its central theme is the theodicy problem in the context of late capitalist society and its globalization.
Additives are essential components of plastic formulations providing maintenance and modification of polymer properties, performance and long-term use. The book provides information on the many different plastic ingredients and their purpose with market information, theoretical background such as mechanisms, state-of-the-art technical solutions, applications and examples, synergisms and antagonisms, risk and future trends covering plastics recycling and biobased products.
The latest advancements and innovations in regulating the nitrogen levels in your crops Enhancing the Efficiency of Nitrogen Utilization in Plants examines current research to present an overview of inorganic nitrogen uptake and metabolism in plant life and crop production. This comprehensive resource is divided into sections for quick and easy reference, focusing on physiology and adaptive mechanisms, molecular genetics, and applied aspects. The world’s leading experts in agronomy, crop science, and plant physiology analyze the most effective methods and management practices to ensure maximum plant growth and production. Enhancing the Efficiency of Nitrogen Utilization in Plants develops links between basic and applied research and practical crop production. This unique book addresses a wide range of topics that relate to nitrogen use efficiency, and to plant and crop responses to applications of nitrogen via fertilizers, including nitrogen acquisition and reduction; crop rotation; molecular approaches, genetics, and markers; balanced fertilization and controlled-release fertilizers; nitrogen decline, supply, and demand; crop breeding; radiation use; nutrient deficiency and toxicity; nitrate induction and signaling; nitrogen transport; and nitrogen use at the leaf and canopy level . Enhancing the Efficiency of Nitrogen Utilization in Plants examines: plant responses to changes in the supply of the two inorganic nitrogen sources of nitrate and ammonium root system control mechanisms of nitrogen uptake nitrate uptake and reduction in higher and lower plants how nitrogen affects biomass production in a canopy nitrogen’s effects on radiation interception and radiation use efficiency senescence and photosynthesis the regulation of nitrogen and carbon metabolisms by sugars and nitrogen metabolites integrated nitrogen fertilization the use of legumes for soil improvement root system control mechanisms fertility and crop nutrient demand chemical and biological processes that influence nitrogen transformation or loss the use of simulation models to measure water and nutrient transport in soils and much more Enhancing the Efficiency of Nitrogen Utilization in Plants is an invaluable classroom aid for academics working in plant physiology and agronomy, and an essential professional resource for researchers working in plant and crop production.
Formal Concept Analysis is a field of applied mathematics based on the mathematization of concept and conceptual hierarchy. It thereby activates mathematical thinking for conceptual data analysis and knowledge processing. The underlying notion of "concept" evolved early in the philosophical theory of concepts and still has effects today. In mathematics it played a special role during the emergence of mathematical logic in the 19th century. Subsequently, however, it had virtually no impact on mathematical thinking. It was not until 1979 that the topic was revisited and treated more thoroughly. Since then, Formal Concept Analysis has fully emerged, sparking a multitude of publications for which the first edition of this textbook established itself as the standard reference in the literature, with a total of 10000+ citations. This is the second edition, revised and extended, of the textbook published originally in German (1996) and translated into English (1999), giving a systematic presentation of the mathematical foundations while also focusing on their possible applications for data analysis and knowledge processing. In times of digital knowledge processing, formal methods of conceptual analysis are gaining in importance. The book makes the basic theory for such methods accessible in a compact form, and presents graphical methods for representing concept systems that have proved themselves essential in communicating knowledge. The textbook complements each chapter with further notes, references and trends, putting the work in modern context and highlighting potential directions for further research. Additionally, the book contains an entirely new chapter on contextual concept logic, including a section on description logics and relational concept analysis. As such, it should be a valuable resource for students, instructors and researchers at the crossroads of subject areas like Applied and Discrete Mathematics, Logics, Theoretical Computer Science, Knowledge Processing, Data Science, and is meant to be used both for research and in class, as a teaching resource. .
This second edition offers a fully revised and updated work on a rapidly growing field of knowledge, and was prepared by two experts whose goal was to explain the molecular basis of mosaic skin disorders in a language that is accessible for practicing physicians and medical students alike. It presents a timely and comprehensive overview of the strikingly manifold patterns and peculiarities of mosaic skin disorders in a straightforward, reader-friendly way that will help physicians to further improve genetic counseling and treatment outcomes. The first two parts of the book are devoted to the mechanisms and patterns of cutaneous mosaicism, and include an explanation of genomic and epigenetic mosaicism and a description of the archetypical segmental patterns including the lines of Blaschko and the flag-like, phylloid and lateralization pattern, the non-segmental pattern of large congenital melanocytic nevi, and the sash-like arrangement as noted in a particular type of cutis tricolor. The concept of lethal mutations surviving as mosaics has now been confirmed by molecular analysis in many sporadically occurring phenotypes. The difference between monoallelic and biallelic traits has deepened our understanding of hereditary mosaics, especially of multiple benign skin tumors. Moreover, recognition of the fundamental difference between the simple segmental and the superimposed types of mosaicism is important for the purpose of genetic counseling. In the third part, the various mosaic skin disorders are examined in depth, including nevi, didymotic disorders, other binary genodermatoses, mosaic manifestations of autosomal skin disorders, and nevoid skin disorders such as phenotypes reflecting functional X-chromosome mosaicism or a superimposed mosaic manifestation of common skin diseases with a polygenic background. Reader-friendly and clearly structured, Mosaicism in Human Skin will appeal to both experienced dermatologists and residents in training, as well as to medical geneticists and pediatricians.
Encyclopedia of Public International Law, 6: Regional Cooperation, Organizations, and Problems focuses on regional organizations, cooperation, and problems, including boundary disputes, membership, and functions of organizations. The publication first elaborates on the American-Canadian Boundary Disputes and Cooperation, American-Mexican Boundary Disputes and Cooperation, Andean common market, League of Arab States, and the Association of South-east Asian Nations. Discussions focus on structure and organization, activities, evaluation, membership, functions, and establishment, objectives, and principles. The text then examines the Balkan Pact of 1953/1954, Belgium-Luxembourg Economic Union, Benelux Economic Union, and boundary disputes between China and USSR. The manuscript considers the boundary disputes in Latin America and Africa, Council for Mutual Economic Assistance, European Atomic Energy Community, European Coal and Steel Community, and the European Conference of Postal and Telecommunications Administrations. The publication also takes a look at the Economic Community of West African States, European Atomic Energy Community, and the European Atomic Energy Society. The book is a vital source of information for researchers interested in regional organizations, cooperation, and problems.
A rigorous explanation of fuzzy systems theory plus a detailed illustration of specific practical applications of the powerful engineering tool they represent. Contains a discussion of cutting-edge technology supplemented by the analysis of several successful applications in the areas of approximate reasoning, fuzzy control and fuzzy analysis. Includes scores of exercises, problems, worked examples, step-by-step solutions and comprehensive references.
Meningiomas, by M. Necmettin Pamir, MD, Peter M. Black, MD, PhD, and Rudolf Fahlbusch, MD, presents current and comprehensive guidance on this most common, yet clinically challenging type of brain tumor. Written and edited by the world’s most prominent brain tumor neurosurgeons, it helps you to not only determine the type and location of the tumor, but also the most ideal surgical approach to provide your patients with the best outcomes. An extensive collection of surgical photographs covers unique and original cases, while discussions of pre-surgical techniques and approaches emphasize decision making with the help of all imaging modalities and analysis of symptoms and patient history. Expert Consult functionality enhances your reference power with convenient online access to the complete text and illustrations from the book, along with videos that depict surgical techniques in real time. Provides access to the complete text online—fully searchable, along with all of the illustrations downloadable for your personal presentations, and real-time surgical videos covering microscopic extended endonasal approach to suprasellar meningioma, and more, at expertconsult.com. Covers today’s full range of management methods, including adjuvant therapies, providing you with the best strategies for obtaining optimal outcomes. Features the work of the world’s most prominent brain tumor neurosurgeons—a completely international authorship—bringing you the best procedures globally. Offers an in-depth section on surgical methods and approaches based upon tumor location, to help you in the decision-making process. Includes coverage of spinal meningiomas including pre-diagnosis symptoms and outcomes.
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