With the first edition out of print, we decided to arrange for republi cation of Denumerrible Markov Ohains with additional bibliographic material. The new edition contains a section Additional Notes that indicates some of the developments in Markov chain theory over the last ten years. As in the first edition and for the same reasons, we have resisted the temptation to follow the theory in directions that deal with uncountable state spaces or continuous time. A section entitled Additional References complements the Additional Notes. J. W. Pitman pointed out an error in Theorem 9-53 of the first edition, which we have corrected. More detail about the correction appears in the Additional Notes. Aside from this change, we have left intact the text of the first eleven chapters. The second edition contains a twelfth chapter, written by David Griffeath, on Markov random fields. We are grateful to Ted Cox for his help in preparing this material. Notes for the chapter appear in the section Additional Notes. J.G.K., J.L.S., A.W.K.
This second edition of Introductory Raman Spectroscopy serves as a guide to newcomers who wish to become acquainted with this dynamic technique. Written by three acknowledged experts this title uses examples to illustrate the usefulness of the technique of Raman spectroscopy in such diverse areas as forensic science, biochemistry, medical, pharmaceutical prescription and illicit drugs. The technique also has many uses in industry. - Updated Applications chapter - Demonstrated the versatility and utility of Raman spectroscopy in problem solving in science - Serves as an excellent reference text for both beginners and more advanced students - Discusses new applications of Raman spectroscopy in industry and research
International literacy assessments have provided ample data for ranking nations, charting growth, and casting blame. Summarizing the findings of these assessments, which afford a useful vantage from which to view world literacy as it evolves, this book examines literate behavior worldwide, in terms of both the ability of populations from a wide variety of nations to read and the practice of literate behavior in those nations. Drawing on The World’s Most Literate Nations, author Jack Miller’s internationally released study, emerging trends in world literacy and their relationships to political, economic, and social factors are explored. Literacy, and in particular the practice of literate behaviors, is used as a lens through which to view countries’ economic development, gender equality, resource utilization, and ethnic discrimination. Above all, this book is about trajectories. It begins with historical contexts, described in terms of support for literate cultures. Based on a variety of data sources, these trends are traced to the present and then projected ahead. The literate futures of nations are discussed and how these relate to their economic and sociocultural development. This book is unique in providing a broader perspective on an intractable problem, a vantage point that offers useful insights to inform policy, and in bringing together an array of relevant data sources not typically associated with literacy status.
This book offers the reader a guide to the major philosophical approaches to science since World War Two. Considering the bases, arguments and conclusions of the four main movements – Logical Reconstructionism, Descriptivism, Normative Naturalism and Foundationalism – John Losee explores how philosophy has both shaped and expanded our understanding of science. The volume features major figures of twentieth century science, and engages with the work of previous philosophers of science, including Norman Campbell, Rudolf Carnap, Ernest Nagel, Karl Popper, Richard Dawkins, and John Worrall. In particular, The Golden Age of Philosophy of Science, 1945 to 2000 aims to answer the following questions: How should competing philosophies of science be evaluated? Should philosophy of science be a prescriptive discipline? Can philosophy of science achieve normative status without designating trans-historical evaluative principles? And finally, how can understanding the history of science aid us in analyzing the philosophy of science? In answering these questions, this book shows us why we understand science the way we do. The Golden Age of Philosophy of Science 1945 to 2000 is essential reading for students and researchers working in the history and philosophy of science.
Completely updated edition, written by a close-knit author team Presents a unique approach to stroke - integrated clinical management that weaves together causation, presentation, diagnosis, management and rehabilitation Includes increased coverage of the statins due to clearer evidence of their effectiveness in preventing stroke Features important new evidence on the preventive effect of lowering blood pressure Contains a completely revised section on imaging Covers new advances in interventional radiology
This textbook explains Deep Learning Architecture, with applications to various NLP Tasks, including Document Classification, Machine Translation, Language Modeling, and Speech Recognition. With the widespread adoption of deep learning, natural language processing (NLP),and speech applications in many areas (including Finance, Healthcare, and Government) there is a growing need for one comprehensive resource that maps deep learning techniques to NLP and speech and provides insights into using the tools and libraries for real-world applications. Deep Learning for NLP and Speech Recognition explains recent deep learning methods applicable to NLP and speech, provides state-of-the-art approaches, and offers real-world case studies with code to provide hands-on experience. Many books focus on deep learning theory or deep learning for NLP-specific tasks while others are cookbooks for tools and libraries, but the constant flux of new algorithms, tools, frameworks, and libraries in a rapidly evolving landscape means that there are few available texts that offer the material in this book. The book is organized into three parts, aligning to different groups of readers and their expertise. The three parts are: Machine Learning, NLP, and Speech Introduction The first part has three chapters that introduce readers to the fields of NLP, speech recognition, deep learning and machine learning with basic theory and hands-on case studies using Python-based tools and libraries. Deep Learning Basics The five chapters in the second part introduce deep learning and various topics that are crucial for speech and text processing, including word embeddings, convolutional neural networks, recurrent neural networks and speech recognition basics. Theory, practical tips, state-of-the-art methods, experimentations and analysis in using the methods discussed in theory on real-world tasks. Advanced Deep Learning Techniques for Text and Speech The third part has five chapters that discuss the latest and cutting-edge research in the areas of deep learning that intersect with NLP and speech. Topics including attention mechanisms, memory augmented networks, transfer learning, multi-task learning, domain adaptation, reinforcement learning, and end-to-end deep learning for speech recognition are covered using case studies.
Being the Third Edition of Systemantics, extensively revised and expanded by the addition of several new Chapters including new Axioms, Theorems, and Rules of Thumb, together with many new Case Histories and Horrible Examples.
Foundations of Computer Technology is an easily accessible introduction to the architecture of computers and peripherals. This textbook clearly and completely explains modern computer systems through an approach that integrates components, systems, software, and design. It provides a succinct, systematic, and readable guide to computers, providing a springboard for students to pursue more detailed technology subjects. This volume focuses on hardware elements within a computer system and the impact of software on its architecture. It discusses practical aspects of computer organization (structure, behavior, and design) delivering the necessary fundamentals for electrical engineering and computer science students. The book not only lists a wide range of terms, but also explains the basic operations of components within a system, aided by many detailed illustrations. Material on modern technologies is combined with a historical perspective, delivering a range of articles on hardware, architecture and software, programming methodologies, and the nature of operating systems. It also includes a unified treatment on the entire computing spectrum, ranging from microcomputers to supercomputers. Each section features learning objectives and chapter outlines. Small glossary entries define technical terms and each chapter ends with an alphabetical list of key terms for reference and review. Review questions also appear at the end of each chapter and project questions inspire readers to research beyond the text. Short, annotated bibliographies direct students to additional useful reading.
This guide to the use of surface analysis techniques, now in its second edition, has expanded to include more techniques, current applications and updated references. It outlines the application of surface analysis techniques to a broad range of studies in materials science and engineering. The book consists of three parts: an extensive introduction to the concepts of surface structure and composition, a techniques section describing 19 techniques and a section on applications. This book is aimed at industrial scientists and engineers in research and development. The level and content of this book make it ideal as a course text for senior undergraduate and postgraduate students in materials science, materials engineering, physics, chemistry and metallurgy.
Use your knowledge of pharmacology to enhance oral care! Pharmacology and Therapeutics for Dentistry, 6th Edition describes how to evaluate a patient's health and optimize dental treatment by factoring in the drugs they take. It explores the basic fundamentals of pharmacology, special topics such as pain control, fear and anxiety, and oral complications of cancer therapy, and most importantly, the actions of specific drug groups on the human body. Whether you're concerned about the drugs a patient is already taking or the drugs you prescribe for treatment, this book helps you reduce risk and provide effective dental care. - An emphasis on the dental applications of pharmacology relates drugs to dental considerations in clinical practice. - Dental aspects of many drug classes are expanded to include antibiotics, analgesics, and anesthetics. - The Alternative Medicine in Dentistry chapter discusses chemicals used as alternative medicines and assesses their potential benefits and risks. - The Nonopioid Analgesics chapter groups together non-opioid analgesics, nonsterioidal anti-inflammatory drugs, and antirheumatic and antigout drugs, making these easier to locate and study. - Coverage of the endocrine system includes four separate chapters for the most comprehensive coverage. - Drug Interactions in Clinical Dentistry appendix lists potential interactions between drugs a patient is taking for nondental conditions and drugs that may be used or prescribed during dental treatment, including effects and recommendations. - Glossary of Abbreviations appendix includes the most common abbreviations used for drugs or conditions. - New Pharmacogenetics and Pharmacogenomics chapter covers the effects of genetic traits of patients on their responses to drugs. - A NEW introductory section offers tips for the study of dental pharmacology and relates pharmacology to dental considerations. - An updated discussion of drug-drug interactions covers the harmful effects of mixing medications. - Coverage of adverse effects and mechanisms of COX-2 inhibitors, antibiotic prophylaxis, and antiplaque agents explains the dental risks relating to common drug treatments.
What does style mean in mathematics? Style is both how one does something and how one communicates what was done. In this book, the author investigates the worlds of the well-known numbers, the binomial coefficients. The author follows the example of Raymond Queneau's Exercises in Style. Offering the reader 99 stories in various styles. The book celebrates the joy of mathematics and the joy of writing mathematics by exploring the rich properties of this familiar collection of numbers. For any one interested in mathematics, from high school students on up.
Explores how games actively influence the ways people interpret and relate to American life. In 1975, design engineer Dave Nutting completed work on a new arcade machine. A version of Taito's Western Gun, a recent Japanese arcade machine, Nutting's Gun Fight depicted a classic showdown between gunfighters. Rich in Western folklore, the game seemed perfect for the American market; players easily adapted to the new technology, becoming pistol-wielding pixel cowboys. One of the first successful early arcade titles, Gun Fight helped introduce an entire nation to video-gaming and sold more than 8,000 units. In Gamer Nation, John Wills examines how video games co-opt national landscapes, livelihoods, and legends. Arguing that video games toy with Americans' mass cultural and historical understanding, Wills show how games reprogram the American experience as a simulated reality. Blockbuster games such as Civilization, Call of Duty, and Red Dead Redemption repackage the past, refashioning history into novel and immersive digital states of America. Controversial titles such as Custer's Revenge and 08.46 recode past tragedies. Meanwhile, online worlds such as Second Life cater to a desire to inhabit alternate versions of America, while Paperboy and The Sims transform the mundane tasks of everyday suburbia into fun and addictive challenges. Working with a range of popular and influential games, from Pong, Civilization, and The Oregon Trail to Grand Theft Auto, Silent Hill, and Fortnite, Wills critically explores these gamic depictions of America. Touching on organized crime, nuclear fallout, environmental degradation, and the War on Terror, Wills uncovers a world where players casually massacre Native Americans and Cold War soldiers alike, a world where neo-colonialism, naive patriotism, disassociated violence, and racial conflict abound, and a world where the boundaries of fantasy and reality are increasingly blurred. Ultimately, Gamer Nation reveals not only how video games are a key aspect of contemporary American culture, but also how games affect how people relate to America itself.
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