Introduction to MATLAB

Ecological theories and hypotheses are usually complex because of natural variability in space and time, which often makes the design of experiments difficult. The statistical tests we use require data to be collected carefully and with proper regard to the needs of these tests. This book, first published in 1996, describes how to design ecological experiments from a statistical basis using analysis of variance, so that we can draw reliable conclusions. The logical procedures that lead to a need for experiments are described, followed by an introduction to simple statistical tests. This leads to a detailed account of analysis of variance, looking at procedures, assumptions and problems. One-factor analysis is extended to nested (hierarchical) designs and factorial analysis. Finally, some regression methods for examining relationships between variables are covered. Examples of ecological experiments are used throughout to illustrate the procedures and examine problems. This book will be

Ecological theories and hypotheses are usually complex because of natural variability in space and time, which often makes the design of experiments difficult. The statistical tests we use require data to be collected carefully and with proper regard to the needs of these tests. This book, first published in 1996, describes how to design ecological experiments from a statistical basis using analysis of variance, so that we can draw reliable conclusions. The logical procedures that lead to a need for experiments are described, followed by an introduction to simple statistical tests. This leads to a detailed account of analysis of variance, looking at procedures, assumptions and problems. One-factor analysis is extended to nested (hierarchical) designs and factorial analysis. Finally, some regression methods for examining relationships between variables are covered. Examples of ecological experiments are used throughout to illustrate the procedures and examine problems. This book will be

Designed for students with only a basic knowledge of linguistics, this leading textbook provides a clear and practical introduction to phonology, the study of sound patterns in language. It teaches in a step-by-step fashion the logical techniques of phonological analysis and the fundamental theories that underpin it. This thoroughly revised and updated edition teaches students how to analyze phonological data, how to think critically about data, how to formulate rules and hypotheses, and how to test them. New to this edition: • Improved examples, over 60 exercises and 14 new problem sets from a wide variety of languages encourage students to practise their own analysis of phonological processes and patterns • A new and updated reference list of phonetic symbols and an updated transcription system, making data more accessible to students • Additional online material includes pedagogical suggestions and password-protected answer keys for instructors

Big ideas for curious minds are simply explained in this fascinating first introduction to artificial intelligence.Who invented the first artificial intelligence? How do machines listen without ears? And can I use artificial intelligence to talk to my pets?Learn what artificial intelligence is and how it works as you explore its impact on the environment, society and even our own bodies.Discover how artificial intelligence is used all around you, from smartphones and search engines to cars and prosthetic limbs, and how it might be used in the future!Fun, conversational text breaks down complex ideas so they are accessible to young readers.Created in consultation with experts from the University of Cambridge.Colourful and dynamic illustrations bring abstract concepts to life.For more big ideas, don't miss other titles in the series:Think Big: Secrets of BeesThink Big: The Speed of Light

The perfect gift for any young animal-lover, this beautifully illustrated information book is an ideal introduction to the world of rainforest animals!Illustrated in a bright, contemporary style, this is a modern guide to some of the most popular and interesting rainforest animals from the tiny poison dart frog to gentle giant gorilla, taking in such favourites as sloths, jaguars, capybaras and pangolins along the way. This information book for young children is packed with information and fun facts – everything you need to know to help you learn about and identify some of the most intriguing creatures on the planet!With key facts about size, weight, diet and lifespan, there is even a helpful guide to animal babies and a special, "Did you know?" section on each creature, which all young natural historians will love!

Jump on the Murdle craze with hours of immersive puzzle- and mystery-solving fun now for kids! Join four junior detectives--and earn your own Murdle Jr. badge--in this puzzle book packed with illustrations, codes, maps, and mazes. Go all the way to the top of the elementary school to solve the Mystery of the Missing Pencil. Explore the secret passageways beneath the mysterious Investigation Institute. And uncover the secrets of the spy organization that links them all. And more! All in the classic Murdle format that became an international sensation. With over thirty mysteries featuring key suspects, locations, clues, and more to enter into a helpful grid, Murdle Jr. is an introduction to a nefarious world kids will love to dive into, using logic and the power of deduction to figure out each whodunnit.

This interactive board book features layered die cuts throughout to introduce toddlers to sharks and how they work. Sharks are fascinating animals! Children can learn all about them in this interactive board book that features layered die cuts throughout. Simple callouts to the various parts of the shark, such as "tail fins," "denticles," and "gills" invite young readers to explore a shark's different body parts and their function. Topics covered include how sharks breathe underwater, the ways in which they detect prey, and why a shark's skeleton is ideal for swimming and floating. Packed with fun facts and accessible information, this first introduction to sharks is perfect for curious toddlers who love sharks. How it Works titles are a unique, interactive way for children to learn how things work, featuring layered die cut pages and simple, engaging text for the youngest readers.

An introduction to a new science-based somatic psychotherapy that effectively relieves emotional difficulties, regulates behavior, and improves wellbeing. Integral Somatic Psychology (ISP) is an easy-to-learn therapeutic modality developed by author and psychologist Dr. Raja Selvam, who believes optimal mental health relies on our ability to fully embody our emotions. Drawing on neuroscience, body-psychotherapy, somatic psychology, and cognitive-behavioral therapy, Selvam describes how our bodies can be used as vehicles for affective processing, thereby alleviating mental suffering while regulating behavior and enhancing memory, language, and critical thinking. Clinicians will learn capacity-building skills to teach their clients, like how to tolerate all feelings (especially the uncomfortable ones) while navigating life's inevitable challenges. Selvam describes what he sees as four new categories of emotional embodiment work: - Situation, which links context to affect response.- Emoti

Long established as a leading introduction to the American presidency, Presidential Leadership, twelfth edition provides students with a comprehensive survey that addresses the capacity of chief executives to fulfill their tasks, exercise their powers, and utilize their organizational structures to affect the output of government. The authors examine all aspects of the presidency in rich detail, including the president's powers, presidential history, and the institution of the presidency. The new edition has been substantially updated to integrate the Trump presidency, including both impeachments, and the first year of the Biden presidency. Other examples of the latest coverage include The 2020 elections, including the contested aftermath of the presidential election and the January 6 riot Changes to the presidential nomination process The most recent Supreme Court nominations The executive's response to the Covid-19 pandemic New developments in presidential public relations Chan

Improve children’s writing and teach them valuable life skills at home using creative real-life writing activities. The colorful illustrations provide fun and simple writing exercises to show children how diverse and innovative writing in today’s world can be.Real-World Writing for Today’s Kids includes nine creative writing units that help children practice real-world writing. Plus, each unit includes engaging art and hands-on activities that demonstrate how writing is used to solve problems, express ideas, inspire, and help people.Each writing topic includes:A guided introduction that demonstrates how to write about each theme.Writing examples and practice activities that explain how to write about each theme.Inspirational messages and career ideas to motivate children and help them understand how writing is used in the real world.Real-world writing activities include:Bumper sticker messaging and artPersuasive fundraising letterMovie reviewHow to write an emailPet-care directionsChil

Improve children’s writing and teach them valuable life skills at home using creative real-life writing activities. The colorful illustrations provide fun and simple writing exercises to show children how diverse and innovative writing in today’s world can be.Real-World Writing for Today’s Kids includes nine creative writing units that help children practice real-world writing. Plus, each unit includes engaging art and hands-on activities that demonstrate how writing is used to solve problems, express ideas, inspire, and help people.Each writing topic includes:A guided introduction that demonstrates how to write about each theme.Writing examples and practice activities that explain how to write about each theme.Inspirational messages and career ideas to motivate children and help them understand how writing is used in the real world.Real-world writing activities include:Bumper sticker messaging and artPersuasive fundraising letterMovie reviewHow to write an emailPet-care directionsChil

PostGIS in Action, Third Edition shows you how to solve real-world geodata problems. You'll go beyond basic mapping, and explore custom functions for your applications. SummaryIn PostGIS in Action, Third Edition you will learn: An introduction to spatial databasesGeometry, geography, raster, and topology spatial types, functions, and queriesApplying PostGIS to real-world problemsExtending PostGIS to web and desktop applicationsQuerying data from external sources using PostgreSQL Foreign Data WrappersOptimizing queries for maximum speedSimplifying geometries for greater efficiency PostGIS in Action, Third Edition teaches readers of all levels to write spatial queries for PostgreSQL. You'll start by exploring vector-, raster-, and topology-based GIS before quickly progressing to analyzing, viewing, and mapping data. This fully updated third edition covers key changes in PostGIS 3.1 and PostgreSQL 13, including parallelization support, partitioned tables, and new JSON functions that help

Sentiment analysis is the computational study of people's opinions, sentiments, emotions, moods, and attitudes. This fascinating problem offers numerous research challenges, but promises insight useful to anyone interested in opinion analysis and social media analysis. This comprehensive introduction to the topic takes a natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs commonly used to express opinions, sentiments, and emotions. The book covers core areas of sentiment analysis and also includes related topics such as debate analysis, intention mining, and fake-opinion detection. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. In addition to traditional computational methods, this second edition includes recent deep learning methods to analyze and summarize sentiments and opinions, and als

This book is a comprehensive introduction to particle physics, bridging the gap between traditional textbooks on the subject and popular accounts that assume little background knowledge. This fourth edition is fully revised, including the most recent ideas and discoveries, and the latest avenues of research. The development of the subject is traced from the foundations of quantum mechanics and relativity, through the formulation of quantum field theories, to the standard model. Research now continues with the first signs of physics beyond the standard model and with the formulation of modern string theory which aims to include a quantum theory of gravity for the first time. This book is intended for anyone with a background in physical sciences who wishes to learn about particle physics. It is also valuable to students of physics wishing to gain an introductory overview of the subject.

Communication complexity is the mathematical study of scenarios where several parties need to communicate to achieve a common goal, a situation that naturally appears during computation. This introduction presents the most recent developments in an accessible form, providing the language to unify several disjoint research subareas. Written as a guide for a graduate course on communication complexity, it will interest a broad audience in computer science, from advanced undergraduates to researchers in areas ranging from theory to algorithm design to distributed computing. The first part presents basic theory in a clear and illustrative way, offering beginners an entry into the field. The second part describes applications including circuit complexity, proof complexity, streaming algorithms, extension complexity of polytopes, and distributed computing. Proofs throughout the text use ideas from a wide range of mathematics, including geometry, algebra, and probability. Each chapter contain

Slenderness is a concept relevant to the fields of algebra, set theory, and topology. This first book on the subject is systematically presented and largely self-contained, making it ideal for researchers and graduate students. The appendix gives an introduction to the necessary set theory, in particular to the (non-)measurable cardinals, to help the reader make smooth progress through the text. A detailed index shows the numerous connections among the topics treated. Every chapter has a historical section to show the original sources for results and the subsequent development of ideas, and is rounded off with numerous exercises. More than 100 open problems and projects are presented, ready to inspire the keen graduate student or researcher. Many of the results are appearing in print for the first time, and many of the older results are presented in a new light.

This book is the second edition of a highly successful introduction to the study of word-formation, that is, the ways in which new words are built on the bases of other words (e.g. happy - happy-ness), focusing on English. The book's didactic aim is to enable students with little or no prior linguistic knowledge to do their own practical analyses of complex words. Readers are familiarized with the necessary methodological tools to obtain and analyze relevant data and are shown how to relate their findings to theoretical problems and debates. The second edition incorporates new developments in morphology at both the methodological and the theoretical level. It introduces the use of new corpora and data bases, acquaints the reader with state-of-the-art computational algorithms modeling morphology, and brings in current debates and theories.

This book is the second edition of a highly successful introduction to the study of word-formation, that is, the ways in which new words are built on the bases of other words (e.g. happy - happy-ness), focusing on English. The book's didactic aim is to enable students with little or no prior linguistic knowledge to do their own practical analyses of complex words. Readers are familiarized with the necessary methodological tools to obtain and analyze relevant data and are shown how to relate their findings to theoretical problems and debates. The second edition incorporates new developments in morphology at both the methodological and the theoretical level. It introduces the use of new corpora and data bases, acquaints the reader with state-of-the-art computational algorithms modeling morphology, and brings in current debates and theories.

What’s the point of a porcupine? Why can’t my dog talk to me? Could my cat be a cannibal? Why does a shark need such big teeth?This book provides an engaging way for young people to discover more about animals by asking and answering questions for themselves. The book is structured around twenty-two questions, each one tackled over two spreads. The first spread explores the question and answer, supported by a detailed illustration, photograph or diagram. The second spread asks further questions on a similar theme to help build an understanding of how some animals share characteristics while others may adapt in different ways to survive in the same environment. Fresh and informal without being flippant, this is a swift introduction to natural history that will enable children to feel confident asking and investigating the questions that interest them most.

This undergraduate textbook is a rigorous mathematical introduction to dynamical systems and an accessible guide for students transitioning from calculus to advanced mathematics. It has many student-friendly features, such as graded exercises that range from straightforward to more difficult with hints, and includes concrete applications of real analysis and metric space theory to dynamical problems. Proofs are complete and carefully explained, and there is opportunity to practice manipulating algebraic expressions in an applied context of dynamical problems. After presenting a foundation in one-dimensional dynamical systems, the text introduces students to advanced subjects in the latter chapters, such as topological and symbolic dynamics. It includes two-dimensional dynamics, Sharkovsky's theorem, and the theory of substitutions, and takes special care in covering Newton's method. Mathematica code is available online, so that students can see implementation of many of the dynamical a

With an eye towards environmental sustainability, this book presents a step-by-step approach to formulating the resilience of civil infrastructure and energy systems. It provides a concise explanation of resilience terminology, a general overview of theoretical models and analyses, and a clear guide to practical applications, covering critical topics such as interdependent infrastructures and geologic carbon sequestration. Additionally, it contains a general introduction to selected data science topics, so readers can acquire the tools to formulate and analyze resilience engineering problems in depth. Informed by the author's extensive practical experience and thorough academic background, this book includes examples to illustrate key computational algorithms, end-of-chapter exercises and references, and an entire chapter devoted to case studies. Intended for practitioners of resilience engineering with a background in probability, this book offers a balanced blend of background, theor

Communication networks underpin our modern world, and provide fascinating and challenging examples of large-scale stochastic systems. Randomness arises in communication systems at many levels: for example, the initiation and termination times of calls in a telephone network, or the statistical structure of the arrival streams of packets at routers in the Internet. How can routing, flow control and connection acceptance algorithms be designed to work well in uncertain and random environments? This compact introduction illustrates how stochastic models can be used to shed light on important issues in the design and control of communication networks. It will appeal to readers with a mathematical background wishing to understand this important area of application, and to those with an engineering background who want to grasp the underlying mathematical theory. Each chapter ends with exercises and suggestions for further reading.

Communication networks underpin our modern world, and provide fascinating and challenging examples of large-scale stochastic systems. Randomness arises in communication systems at many levels: for example, the initiation and termination times of calls in a telephone network, or the statistical structure of the arrival streams of packets at routers in the Internet. How can routing, flow control and connection acceptance algorithms be designed to work well in uncertain and random environments? This compact introduction illustrates how stochastic models can be used to shed light on important issues in the design and control of communication networks. It will appeal to readers with a mathematical background wishing to understand this important area of application, and to those with an engineering background who want to grasp the underlying mathematical theory. Each chapter ends with exercises and suggestions for further reading.

History, Geography and Civics provides an in-depth and engaging introduction to teaching and learning socio-environmental education from F-6 in Australia and New Zealand. It explores the centrality of socio-environmental issues to all aspects of life and education and makes explicit links between pedagogical theories and classroom activities. Part I introduces readers to teaching and learning history, geography and environmental studies, and civics and citizenship, as well as issues in intercultural and global education. Part II explores the use of media and sources, values and attitudes, assessment and creative teaching. Each chapter provides links to the Australian Curriculum, including cross-curriculum priorities: sustainability, Aboriginal and Torres Strait Islander education, and Asia and Australia's engagement with Asia. History, Geography and Civics encourages the reader to consider their own beliefs, values and attitudes in relation to their teaching and includes provocations a

Literacy in Early Childhood and Primary Education provides a comprehensive introduction to literacy teaching and learning. The book explores the continuum of literacy learning and children's transitions from early childhood settings to junior primary classrooms and then to senior primary and beyond. Reader-friendly and accessible, this book equips pre-service teachers with the theoretical underpinnings and practical strategies to teach literacy. It places the 'reading wars' firmly in the past as it examines contemporary research and practices. The book covers important topics such as assessment, multiliteracies, reading difficulties and diverse classrooms. Each chapter includes learning objectives, reflective questions and definitions of key terms to engage and assist readers. Written by an expert author team and featuring real-world examples from literacy teachers and learners, the book will help pre-service teachers feel confident teaching literacy to diverse age groups and abilities

Providing a fundamental introduction to all aspects of modern plasma chemistry, this book describes mechanisms and kinetics of chemical processes in plasma, plasma statistics, thermodynamics, fluid mechanics and electrodynamics, as well as all major electric discharges applied in plasma chemistry. Fridman considers most of the major applications of plasma chemistry, from electronics to thermal coatings, from treatment of polymers to fuel conversion and hydrogen production and from plasma metallurgy to plasma medicine. It is helpful to engineers, scientists and students interested in plasma physics, plasma chemistry, plasma engineering and combustion, as well as chemical physics, lasers, energy systems and environmental control. The book contains an extensive database on plasma kinetics and thermodynamics and numerical formulas for practical calculations related to specific plasma-chemical processes and applications. Problems and concept questions are provided, helpful in courses relate

'Language attrition' describes the loss of, or changes to, grammatical and other features of a language as a result of declining use by speakers who have changed their linguistic environment and language habits. In such a situation there may, for example, be simplification in the tense system or in certain properties of subordinate clauses; some vocabulary items might fall into disuse and phonetic features may be restructured. These changes can be affected by features of the speaker's environment, but also by his or her attitudes and processes of identification. This book provides a detailed and up-to-date introduction to the way in which language attrition can affect language, as well as to the extra- and sociolinguistic features involved. It also familiarizes the reader with experimental approaches to attrition and data analysis techniques and provides hands-on guidelines on how to apply them.

'Language attrition' describes the loss of, or changes to, grammatical and other features of a language as a result of declining use by speakers who have changed their linguistic environment and language habits. In such a situation there may, for example, be simplification in the tense system or in certain properties of subordinate clauses; some vocabulary items might fall into disuse and phonetic features may be restructured. These changes can be affected by features of the speaker's environment, but also by his or her attitudes and processes of identification. This book provides a detailed and up-to-date introduction to the way in which language attrition can affect language, as well as to the extra- and sociolinguistic features involved. It also familiarizes the reader with experimental approaches to attrition and data analysis techniques and provides hands-on guidelines on how to apply them.

Now in its third edition, this highly successful text has been fully revised and updated with expanded sections on cutting-edge techniques including Poisson regression, negative binomial regression, multinomial logistic regression and proportional odds regression. As before, it focuses on easy-to-follow explanations of complicated multivariable techniques. It is the perfect introduction for all clinical researchers. It describes how to perform and interpret multivariable analysis, using plain language rather than complex derivations and mathematical formulae. It focuses on the nuts and bolts of performing research, and prepares the reader to set up, perform and interpret multivariable models. Numerous tables, graphs and tips help to demystify the process of performing multivariable analysis. The text is illustrated with many up-to-date examples from the medical literature on how to use multivariable analysis in clinical practice and in research.

Now in its third edition, this highly successful text has been fully revised and updated with expanded sections on cutting-edge techniques including Poisson regression, negative binomial regression, multinomial logistic regression and proportional odds regression. As before, it focuses on easy-to-follow explanations of complicated multivariable techniques. It is the perfect introduction for all clinical researchers. It describes how to perform and interpret multivariable analysis, using plain language rather than complex derivations and mathematical formulae. It focuses on the nuts and bolts of performing research, and prepares the reader to set up, perform and interpret multivariable models. Numerous tables, graphs and tips help to demystify the process of performing multivariable analysis. The text is illustrated with many up-to-date examples from the medical literature on how to use multivariable analysis in clinical practice and in research.

A practical and systematic overview of the design, fabrication and test of MEMS-based inertial sensors, this comprehensive and rigorous guide shows you how to analyze and transform application requirements into practical designs, and helps you to avoid potential pitfalls and to cut design time. With this book you'll soon be up to speed on the relevant basics, including MEMS technologies, packaging, kinematics and mechanics, and transducers. You'll also get a thorough evaluation of different approaches and architectures for design and an overview of key aspects of testing and calibration. Unique insights into the practical difficulties of making sensors for real-world applications make this up-to-date description of the state of the art in inertial MEMS an ideal resource for professional engineers in industry as well as students looking for a complete introduction to the area.

In this book, three authors introduce readers to strong approximation methods, analytic pro-p groups and zeta functions of groups. Each chapter illustrates connections between infinite group theory, number theory and Lie theory. The first introduces the theory of compact p-adic Lie groups. The second explains how methods from linear algebraic groups can be utilised to study the finite images of linear groups. The final chapter provides an overview of zeta functions associated to groups and rings. Derived from an LMS/EPSRC Short Course for graduate students, this book provides a concise introduction to a very active research area and assumes less prior knowledge than existing monographs or original research articles. Accessible to beginning graduate students in group theory, it will also appeal to researchers interested in infinite group theory and its interface with Lie theory and number theory.

In this book, three authors introduce readers to strong approximation methods, analytic pro-p groups and zeta functions of groups. Each chapter illustrates connections between infinite group theory, number theory and Lie theory. The first introduces the theory of compact p-adic Lie groups. The second explains how methods from linear algebraic groups can be utilised to study the finite images of linear groups. The final chapter provides an overview of zeta functions associated to groups and rings. Derived from an LMS/EPSRC Short Course for graduate students, this book provides a concise introduction to a very active research area and assumes less prior knowledge than existing monographs or original research articles. Accessible to beginning graduate students in group theory, it will also appeal to researchers interested in infinite group theory and its interface with Lie theory and number theory.

Reflection high-energy electron diffraction (RHEED) is the analytical tool of choice for characterizing thin films during growth by molecular beam epitaxy, since it is very sensitive to surface structure and morphology. This book serves as an introduction to RHEED for beginners and describes detailed experimental and theoretical treatments for experts, explaining how to analyze RHEED patterns. For beginners the principles of electron diffraction are explained and many examples of the interpretation of RHEED patterns are described. The second part of the book contains detailed descriptions of RHEED theory. The third part applies RHEED to the determination of surface structures, gives detailed descriptions of the effects of disorder, and critically reviews the mechanisms contributing to RHEED intensity oscillations. This unified and coherent account will appeal to both graduate students and researchers in the study of molecular beam epitaxial growth.

Relational mathematics is to operations research and informatics what numerical mathematics is to engineering: it is intended to help modelling, reasoning, and computing. Its applications are therefore diverse, ranging from psychology, linguistics, decision aid, and ranking to machine learning and spatial reasoning. Although many developments have been made in recent years, they have rarely been shared amongst this broad community of researchers. This comprehensive 2010 overview begins with an easy introduction to the topic, assuming a minimum of prerequisites; but it is nevertheless theoretically sound and up to date. It is suitable for applied scientists, explaining all the necessary mathematics from scratch using a multitude of visualised examples, via matrices and graphs. It ends with tangible results on the research level. The author illustrates the theory and demonstrates practical tasks in operations research, social sciences and the humanities.

From optical fundamentals to advanced applications, this comprehensive guide to micro-optics covers all the key areas for those who need an in-depth introduction to micro-optic devices, technologies, and applications. Topics covered range from basic optics, optical materials, refraction, and diffraction, to micro-mirrors, micro-lenses, diffractive optics, optoelectronics, and fabrication. Advanced topics, such as tunable and nano-optics, are also discussed. Real-world case studies and numerous worked examples are provided throughout, making complex concepts easier to follow, whilst an extensive bibliography provides a valuable resource for further study. With exercises provided at the end of each chapter to aid and test understanding, this is an ideal textbook for graduate and advanced undergraduate students taking courses in optics, photonics, micro-optics, microsystems, and MEMs. It is also a useful self-study guide for research engineers working on optics development.

The acute inflammatory response is the body's first system of alarm signals that are directed toward containment and elimination of microbial invaders. Uncontrolled inflammation has emerged as a pathophysiologic basis for many widely occurring diseases in the general population that were not initially known to be linked to the inflammatory response, including cardiovascular disease, asthma, arthritis, and cancer. To better manage treatment, diagnosis, and prevention of these wide-ranging diseases, multidisciplinary research efforts are underway in both academic and industry settings. This book provides an introduction to the cell types, chemical mediators, and general mechanisms of the host's first response to invasion. World-class experts from institutions around the world have written chapters for this introductory text. The text is presented as an introductory springboard for graduate students, medical scientists, and researchers from other disciplines wishing to gain an appreciatio

The dream of automatic language translation is now closer thanks to recent advances in the techniques that underpin statistical machine translation. This class-tested textbook from an active researcher in the field, provides a clear and careful introduction to the latest methods and explains how to build machine translation systems for any two languages. It introduces the subject's building blocks from linguistics and probability, then covers the major models for machine translation: word-based, phrase-based, and tree-based, as well as machine translation evaluation, language modeling, discriminative training and advanced methods to integrate linguistic annotation. The book also reports the latest research, presents the major outstanding challenges, and enables novices as well as experienced researchers to make novel contributions to this exciting area. Ideal for students at undergraduate and graduate level, or for anyone interested in the latest developments in machine translation.

Enabled by the development and introduction of new materials, the semiconductor industry continues to follow Moore's law into 32nm and 22nm technologies. Advanced interconnect structures require the use of porous dielectrics with further reduced k-values and even weaker mechanical properties, as well as much thinner metallization liners. In addition, the increasing resistivity of Cu at decreasing dimensions must be addressed in order to maintain the performance of continuously shrinking devices. To deal with these issues, and to maintain the reliability of the interconnects, innovations in materials, processes and architectures are needed. This book brings together researchers from around the world to exchange the latest advances in materials, processes, integration and reliability in advanced interconnects and packaging, and to discuss interconnects for emerging technologies. Papers from a joint session with Symposium F, Packaging, Chip-Package Interactions and Solder Materials Challe

This lively introduction to the study of language explores American English and its place within contemporary society, highlighting the role of language in our daily lives. Beginning with a definition of language, the text unpacks the basic concepts used in linguistics, placing them in the context of real-life situations. Using examples from popular culture, the authors show how the study of language is relevant to students' experience. Teachers and students will appreciate the book's innovative structure, designed to build an understanding of how different aspects of language work together. A variety of exercises - individual, group, discussion, research – is provided to support every teaching style. Imaginatively organised and fun to use, American English is the ideal guide to language study for students taking the subject as a general education requirement, beginning undergraduates in linguistics, and future teachers of English.