Graphical Models for Machine Learning and Digital Communication

This book provides a cutting-edge introduction to cross-cultural pragmatics, a field encompassing the study of language use across linguacultures. Cross-Cultural Pragmatics is relevant for a variety of fields, such as pragmatics, applied linguistics, language learning and teaching, translation, intercultural communication and sociolinguistics. Written by two leading scholars in the field, this book offers an accessible overview of cross-cultural pragmatics, by providing insights into the theory and practice of systematically comparing language use in different cultural contexts. The authors provide a ground-breaking, language-anchored, strictly empirical and replicable framework applicable for the study of different datatypes and situations. The framework is illustrated with case studies drawn from a variety of linguacultures, such as English, Chinese, Japanese and German. In these case studies, the reader is provided with contrastive analyses of language use in important contexts such

This book provides a cutting-edge introduction to cross-cultural pragmatics, a field encompassing the study of language use across linguacultures. Cross-Cultural Pragmatics is relevant for a variety of fields, such as pragmatics, applied linguistics, language learning and teaching, translation, intercultural communication and sociolinguistics. Written by two leading scholars in the field, this book offers an accessible overview of cross-cultural pragmatics, by providing insights into the theory and practice of systematically comparing language use in different cultural contexts. The authors provide a ground-breaking, language-anchored, strictly empirical and replicable framework applicable for the study of different datatypes and situations. The framework is illustrated with case studies drawn from a variety of linguacultures, such as English, Chinese, Japanese and German. In these case studies, the reader is provided with contrastive analyses of language use in important contexts such

Big Data and methods for analyzing large data sets such as machine learning have in recent times deeply transformed scientific practice in many fields. However, an epistemological study of these novel tools is still largely lacking. After a conceptual analysis of the notion of data and a brief introduction into the methodological dichotomy between inductivism and hypothetico-deductivism, several controversial theses regarding big data approaches are discussed. These include, whether correlation replaces causation, whether the end of theory is in sight and whether big data approaches constitute entirely novel scientific methodology. In this Element, I defend an inductivist view of big data research and argue that the type of induction employed by the most successful big data algorithms is variational induction in the tradition of Mill's methods. Based on this insight, the before-mentioned epistemological issues can be systematically addressed.

With a design-centric approach, this textbook bridges the gap between fundamental analog electronic circuit textbooks and more advanced RF IC design texts. The major issues that must be taken into account when combining analog and digital circuit building blocks are covered, together with the key criteria and parameters that are used to describe system-level performance. Simple circuit models enable a robust understanding of high-frequency design fundamentals, and SPICE simulations are used to check results and fine-tune the design. With solved design examples to guide the reader through the decision process that accompanies each design task, this is an ideal textbook for senior undergraduate and graduate courses in RF CMOS circuits, RF circuit design, and high-frequency analog circuit design. Analog integrated circuit designers and RF circuit designers in industry who need help making design choices will also find this a practical and valuable reference.

Remote Sensing of Landscapes with Spectral Images describes how to process and interpret spectral images using physical models to bridge the gap between the engineering and theoretical sides of remote-sensing and the world that we encounter when we venture outdoors. The emphasis is on the practical use of images rather than on theory and mathematical derivations. Examples are drawn from a variety of landscapes and interpretations are tested against the reality seen on the ground. The reader is led through analysis of real images (using figures and explanations); the examples are chosen to illustrate important aspects of the analytic framework. This textbook will form a valuable reference for graduate students and professionals in a variety of disciplines including ecology, forestry, geology, geography, urban planning, archaeology and civil engineering. It is supplemented by a website hosting digital colour versions of figures in the book as well as ancillary images: www.cambridge.org/

Remote Sensing of Landscapes with Spectral Images describes how to process and interpret spectral images using physical models to bridge the gap between the engineering and theoretical sides of remote-sensing and the world that we encounter when we venture outdoors. The emphasis is on the practical use of images rather than on theory and mathematical derivations. Examples are drawn from a variety of landscapes and interpretations are tested against the reality seen on the ground. The reader is led through analysis of real images (using figures and explanations); the examples are chosen to illustrate important aspects of the analytic framework. This textbook will form a valuable reference for graduate students and professionals in a variety of disciplines including ecology, forestry, geology, geography, urban planning, archaeology and civil engineering. It is supplemented by a website hosting digital colour versions of figures in the book as well as ancillary images: www.cambridge.org/

This book presents a comprehensive foundation course for beginning students of written and spoken Modern Standard Arabic (MSA), providing an essential grounding for successful communication with speakers of the many colloquial varieties. This long-established and successful text has been completely revised with the needs of English-speaking learners especially in mind, and will prove invaluable to students and teachers alike. • Step-by-step guide to understanding written and spoken texts • Develops conversational ability as well as reading and writing skills • Arabic-English Glossary containing 2600 entries • Fresh texts and dialogues containing up-to-date data on the Middle East and North Africa • Includes Arab folklore, customs, proverbs, and short essays on contemporary topics • Grammatical terms also given in Arabic enabling students to attend language courses in Arab countries • Provides a wide variety of exercises and drills to reinforce grammar points, vocabulary learning and

Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection – a rapidly evolving approach to the analysis of text that shares and builds upon many of the key elements of text mining – also provides new tools for people to better leverage their burgeoning textual data resources. The Text Mining Handbook presents a comprehensive discussion of the state-of-the-art in text mining and link detection. In addition to providing an in-depth examination of core text mining and link detection algorithms and operations, the book examines advanced pre-processing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection in such varied fields a

A HUMAN-CENTERED APPROACH TO ARTIFICIAL INTELLIGENCE WILL ENSURE HUMAN CONTROL OVER POWERFUL AND HELPFUL FUTURE MOBILE DEVICES AND SERVICESResearchers, developers, business leaders, policy makers, and others are expanding the technology-centered scope of artificial intelligence (AI) to include human-centered AI (HCAI) ways of thinking. This expansion from an algorithm-focused view to embrace a human-centered perspective can shape the future of technology to better serve human needs. The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities.However, as many technology companies and thought leaders have said, the goal is not to replace people, but to empower them by making design choices that give humans control over technology. In Human-Centered AI, Professor Ben Shneiderman aims to produce an optimistic, realistic, guide to how artificial intelligence can be used to augment and enhance humans' lives. This

While film adaptations of Shakespeare's plays captured the popular imagination at the turn of the last century, independent filmmakers began to adapt the plays of Shakespeare's contemporaries. The roots of their films in European avant-garde cinema and the plays' politically subversive, sexually transgressive and violent subject matter challenge Shakespeare's cultural dominance and the conventions of mainstream cinema. In Screening Early Modern Drama, Pascale Aebischer shows how director Derek Jarman constructed an alternative, dissident approach to filming literary heritage in his 'queer' Caravaggio and Edward II, providing models for subsequent filmmakers such as Mike Figgis, Peter Greenaway, Alex Cox and Sarah Harding. Aebischer explains how the advent of digital video has led to an explosion in low-budget screen versions of early modern drama. The only comprehensive analysis of early modern drama on screen to date, this groundbreaking study also includes an extensive annotated film

This book is about children who do not acquire language normally, their characteristics, and how to help them successfully develop language skills. It begins with an overview of the aspects of normal language, looking at the bases of language and communication and at normal language development in children and adolescents. Here readers get a review of the concepts, as well as an introduction to the rest of the book. The central focus of the book features nine chapters on the language difficulties of different groups of children, including groups defined by the age of the children in combination with an etiological condition, for example preschoolers with specific language impairment and adolescents with language impairment, and groups defined by concomitant or etiological conditions associated with the children's language difficulties, for example autism spectrum disorder. Included in this section are discussions of children's language associated with learning disability, intellectual

In medical education a lot of attention is given to what is said, but less consideration is given to how it is said. There is sometimes a misplaced focus on the content at the expense of the experience for the learner. Best Practices in Medical Teaching illustrates the general principles of effective medical presentation. Stahl and Davis are leading experts in medical communication and they effectively explain the practice and methods behind their success. Applying the principles of adult learning, they provide examples of how to design a successful lecture and teach the reader how to influence the behaviors of their audience. Each chapter ends with a chapter summary, progress check, and a performance self-assessment test to ensure that the concepts are understood. This book is an essential guide for all those involved in the process of educating the next generation of doctors and supporting them through their training.

Classical computer science textbooks tell us that some problems are 'hard'. Yet many areas, from machine learning and computer vision to theorem proving and software verification, have defined their own set of tools for effectively solving complex problems. Tractability provides an overview of these different techniques, and of the fundamental concepts and properties used to tame intractability. This book will help you understand what to do when facing a hard computational problem. Can the problem be modelled by convex, or submodular functions? Will the instances arising in practice be of low treewidth, or exhibit another specific graph structure that makes them easy? Is it acceptable to use scalable, but approximate algorithms? A wide range of approaches is presented through self-contained chapters written by authoritative researchers on each topic. As a reference on a core problem in computer science, this book will appeal to theoreticians and practitioners alike.

Language is not simply a tool for communication - symbolic power struggles underlie any speech act, discourse move, or verbal interaction, be it in face-to-face conversations, online tweets or political debates. This book provides a clear and accessible introduction to the topic of language and power from an applied linguistics perspective. It is clearly split into three sections: the power of symbolic representation, the power of symbolic action and the power to create symbolic reality. It draws upon a wide range of existing work by philosophers, sociolinguists, sociologists and applied linguists, and includes current real-world examples, to provide a fresh insight into a topic that is of particular significance and interest in the current political climate and in our increasingly digital age. The book shows the workings of language as symbolic power in educational, social, cultural and political settings and discusses ways to respond to and even resist symbolic violence.

This book integrates the foundations of quantum computing with a hands-on coding approach to this emerging field; it is the first to bring these strands together in an updated manner. This work is suitable for both academic coursework and corporate technical training.The second edition includes extensive updates and revisions, both to textual content and to the code. Sections have been added on quantum machine learning, quantum error correction, Dirac notation and more. This new edition benefits from the input of the many faculty, students, corporate engineering teams, and independent readers who have used the first edition.This volume comprises three books under one cover: Part I outlines the necessary foundations of quantum computing and quantum circuits. Part II walks through the canon of quantum computing algorithms and provides code on a range of quantum computing methods in current use. Part III covers the mathematical toolkit required to master quantum computing. Additional reso

This textbook provides a comprehensive overview of the human-computer interface in clear, non-technical language, making it an ideal introduction for students of both psychology and computer science. Covering the past, present, and future developments in technology and psychology, it combines cutting-edge academic research with engaging illustrations and examples that show students how the material relates to their lives. Topics addressed include: human factors of input devices, and the basics of sensation and perception; memory and cognitive issues of users navigating their way through interfaces; communication via programming languages and natural speech interaction; cyberpathologies such as techno-stress and Internet addiction disorders; and challenges surrounding automation and artificial intelligence. This thoroughly updated second edition features new chapters on virtual reality and cybersecurity; expanded coverage of social media, mobile computing, e-learning, and video games; a

This textbook provides a comprehensive overview of the human-computer interface in clear, non-technical language, making it an ideal introduction for students of both psychology and computer science. Covering the past, present, and future developments in technology and psychology, it combines cutting-edge academic research with engaging illustrations and examples that show students how the material relates to their lives. Topics addressed include: human factors of input devices, and the basics of sensation and perception; memory and cognitive issues of users navigating their way through interfaces; communication via programming languages and natural speech interaction; cyberpathologies such as techno-stress and Internet addiction disorders; and challenges surrounding automation and artificial intelligence. This thoroughly updated second edition features new chapters on virtual reality and cybersecurity; expanded coverage of social media, mobile computing, e-learning, and video games; a

《邊學邊用：粵語聽說教材（二）》是為非華語母語背景的學習者編寫的以粵語作為二語學習的教材。本書課本內容取材自生活場景，提供常用詞彙，並附上活學活用的練習，讓學習者能在日常生活中靈活使用粵語。 “Cantonese in Communication”is a series of textbooks designed for learners learning Cantonese as a second language. It targets to use daily language scenarios, useful vocabulary, lively conversations and exercise in a practical way. It is meant for learners with no Chinese background to use Cantonese in their daily life.

Are you struggling to improve a hostile or uncomfortable environment at work, or interested in how such tension can arise? Experts in organizational psychology, management science, social psychology, and communication science show you how to implement interventions and programs to manage workplace emotion. The connection between workplace affect and relevant challenges in our society, such as diversity and technological changes, is undeniable; thus learning to harness that knowledge can revolutionize your performance in tackling workday issues. Applying major theoretical perspectives and research methodologies, this book outlines the concepts of display rules, emotional labor, work motivation, well-being, and discrete emotions. Understanding these ideas will show you how affect can promote team effectiveness, leadership, and conflict resolution. If you require a foundation for understanding workplace affect or a springboard into deeper, more interdisciplinary research, this book presen

Are you struggling to improve a hostile or uncomfortable environment at work, or interested in how such tension can arise? Experts in organizational psychology, management science, social psychology, and communication science show you how to implement interventions and programs to manage workplace emotion. The connection between workplace affect and relevant challenges in our society, such as diversity and technological changes, is undeniable; thus learning to harness that knowledge can revolutionize your performance in tackling workday issues. Applying major theoretical perspectives and research methodologies, this book outlines the concepts of display rules, emotional labor, work motivation, well-being, and discrete emotions. Understanding these ideas will show you how affect can promote team effectiveness, leadership, and conflict resolution. If you require a foundation for understanding workplace affect or a springboard into deeper, more interdisciplinary research, this book presen

Implement real-time data processing applications on the Raspberry Pi. This book uniquely helps you work with data science concepts as part of real-time applications using the Raspberry Pi as a localized cloud. You'll start with a brief introduction to data science followed by a dedicated look at the fundamental concepts of Python programming. Here you'll install the software needed for Python programming on the Pi, and then review the various data types and modules available. The next steps are to set up your Pis for gathering real-time data and incorporate the basic operations of data science related to real-time applications. You'll then combine all these new skills to work with machine learning concepts that will enable your Raspberry Pi to learn from the data it gathers. Case studies round out the book to give you an idea of the range of domains where these concepts can be applied. By the end of Data Science with the Raspberry Pi, you'll understand that many applications are now de

《边学边用：华语听说教材》是针对以普通话为第二语言 / 外语人士的特点和需要编写的系列普通话口语教材。教材取材於普通话母语人士的口语对话，帮助学习者学习普通话，在日常生活或专业领域学以致用。 “Chinese (Putonghua) in Communication” is a series of spoken Putonghua textbooks designed for learners studying Putonghua as a second / foreign language. By drawing all examples and sample conversations from authentic speaking materials collected from native Putonghua speakers, this book series is suitable for learners aiming at learning practical Putonghua to be used in their daily as well as professional lives.

The Cambridge Handbook of the Psychology of Prejudice: Concise Student Edition aims to answer the questions: why is prejudice so persistent? How does it affect people exposed to it? And what can we do about it? With cutting-edge research from top scholars in the field, the chapters present an overview of psychological models of prejudice and investigate key domains such as racism, sexism, and the criminal justice system. This student edition of the award-winning Handbook includes new pedagogical features such as learning objectives, core terms and definitions, summary points, discussion questions, recommended reading, and an instructor's test bank. It also features a new conclusion chapter that analyzes eight hard problems currently faced by researchers and activists, thus engaging students in deep, forward-thinking discussion. Developed specifically for use in Psychology of Prejudice courses at the undergraduate and graduate levels, the Concise Student Edition is an essential teaching

The Cambridge Handbook of the Psychology of Prejudice: Concise Student Edition aims to answer the questions: why is prejudice so persistent? How does it affect people exposed to it? And what can we do about it? With cutting-edge research from top scholars in the field, the chapters present an overview of psychological models of prejudice and investigate key domains such as racism, sexism, and the criminal justice system. This student edition of the award-winning Handbook includes new pedagogical features such as learning objectives, core terms and definitions, summary points, discussion questions, recommended reading, and an instructor's test bank. It also features a new conclusion chapter that analyzes eight hard problems currently faced by researchers and activists, thus engaging students in deep, forward-thinking discussion. Developed specifically for use in Psychology of Prejudice courses at the undergraduate and graduate levels, the Concise Student Edition is an essential teaching

Oh, boys! Prep and Goth are about to graduate, which means the boys are starting to deal with more real life things as a polycule. They’re doing it! They’re really trying! Prep, Goth, Jock, and Nerd each get vulnerable and share their relationship insecurities…and agree to work through them together with healthy communication and a lot of heart. The boys realise that they want to be in each other's futures, and start taking some big steps, like meeting Nerd’s family and deciding to move in together.They might be growing up a little bit, but the boys still keep things light with some hair dye misadventures, volunteering to model for a life drawing class, and gamifying the four-way kiss. Plus, Prep and Prep GF recount the high school origins of their rivalry. Through navigating the adventures of dating life, the boyfriends come to understand themselves and each other in new and profound ways.Their polyamorous relationship continues to blossom, and that means learning about everybody’s qu

飛不起來的小鳥們，跌倒再多次也不放棄飛翔的夢。這本只有116個字的繪本，融合成長思維、幽默節奏與STEM創意，小讀者能從失敗中看見勇氣與改變的契機。插圖富有表情與動感，角色可愛鮮明，無論正在練習新技能的孩子，或是追夢的大人，都會被這股「我還可以再試一次」的力量打動。A witty and uplifting story about perseverance and hope, perfect for fans of The Magical Yet, starring three endearing flightless birds determined to get aloft. This witty and uplifting story about perseverance and hope, perfect for fans of The Magical Yet, stars three flightless birds determined to get aloft, stylishly rendered by award-winning and bestselling illustrator Scott Magoon. Three flightless friends long to feel the wind beneath their wings. So, they try, and try, and try to fly. But all they do is fall, fall, fall. Flying, it turns out, is hard. Will they give up—or get up? Celebrating resiliency, persistence, and the power of “yet,” easy-to-read text and distinctive artwork encourage and inspire readers young and old who aspire to learn a new skill, or to make a dream come true. MODELS RESILIENCY, GRIT, AND SOCIAL-EMOTIONAL LEARNING SKILLS:

《展望》是為學習IGCSE 0523和IBDP Chinese B SL的學生編寫的，共有兩冊，配有錄音等電子資源。Future is a set of coursebooks specially written for students who are learning IGCSE 0523 and IBDP Chinese B Standard Level courses.It contains two volumes accompanied by digital resources such a s recordings.本書特色 T h e C o u r s e F eat u r e s話題：全面覆蓋IGCSE和IBDP大綱規定的各大主題和高頻話題。Topics：In accordance with all the themes and important topics involved by IGCSE 0523 and IBDP Chinese B’s test syllabus.練習：聽、說、讀、寫的練習嚴格按照大綱和考試的要求編寫。Exercises: Exercises of speaking, listening, reading and writing are closely related to the test syllabus and examination requirements.探究：利用探究問題，加強學生的概念性理解。Inquiry: Enhancing students’ conceptual understanding by inquiry questions.文化：介紹中國傳統文化和當代社會，帶領學生全面認識中國。Culture: Leading students to understand China comprehensively by introducing Chinese traditional culture and contemporary society.

《邊學邊用：華語聽說教材》是針對以普通話為第二語言／外語人士的特點和需要編寫的普通話口語系列教材。教材取材於普通話母語人士的口語對話，幫助學習者學習普通話，在日常生活或專業領域學以致用。 “Chinese（Putonghua）in Communication” is a series of spoken Putonghua textbooks designed for learners studying Putonghua as a second／foreign language. By drawing all examples and sample conversations from authentic speaking materials collected from native Putonghua speakers, this book series is suitable for learners aiming at learning practical Putonghua to be used in their daily as well as professional lives. 本書特點： Features of this textbook: 1. 簡體中文和漢語拼音對照，並附繁體中文供參考。 Simplified Chinese characters and Pinyin（Romanization）are presented side by side, also with conventional Chinese characters attached for reference. 2. 豐富多彩的練習，還原日常生活場景，活學活用。 Providing various communicative tasks simulating real world scenarios or situations. 3. 隨書附課文及詞彙錄音。 Providing full recordings of text and vocabulary. 4. 本書在大學已經使用多年，特別適合短訓班，學習者可以在比較短的時間內，基本掌握學校課堂、交通詢問、邀約、留言、飲食購物、簡短講演等方面的語言運用。 This textbook has been used

1. 以真實的情景話題編寫課文對話，讓讀者可以邊學邊用、活學活用。 2. 歸納活用詞彙，讓讀者輕鬆掌握高頻使用的粵語詞彙。 3. 詳解粵語語法結構、標註語用知識，讓讀者了解粵語語法框架和使用的特殊性。 《邊學邊用︰粵語聽說教材》是為非華語母語背景的學習者編寫的以粵語作為二語學習的系列教材。本書課本內容取材自生活場景，提供常用詞彙，並附上活學活用的練習，讓學習者能在日常生活中靈活使用粵語。 “Cantonese in Communication” is a series of textbooks designed for learners learning Cantonese as a second language. It targets to use daily language scenarios, useful vocabulary, lively conversations and exercise in a practical way. It is meant for learners with no Chinese background to use Cantonese in their daily life. 本書特色： 1. Features of this textbook:全書使用耶魯–羅馬標音系統標註粵語。 2. Widely-used Yale-Romanization system to transcribe Cantonese. 3. 本書分課時立設學習目標使學習者可以更高效率地增強粵語溝通能力。 Setting clear stage goals to improve oral proficiency. 4. 隨書附課文錄音，並提供大量的聽說練習。 Providing a variety of exercises for practicing speaking and listening skills, and full recordings of text and vocabulary. 5. 本書在大學已經使用多年，特別適合短訓班，學習者可以在比較短的時間內，基本掌握學校課堂、交通詢問、邀約、留言、飲食購物、簡短講演等方面的語言運用。 This textbook has been used for many yea

數字化是智能製造的基礎。本書是為了滿足智能製造對設計表達的數字化要求，根據現行的《技術製圖》和《機械製圖》國家標準編寫而成的。本書吸收高等職業教育工程製圖多年教學改革的經驗，對傳統教學內容進行了必要增減和優化整合，根據工作過程系統化和創新能力培養要求，將教學內容劃分為7章，分別是產品設計與表達、計算機繪圖、製圖基礎、機械製圖標準、常用機件及結構要素的表示、零件圖的識讀與繪製、裝配圖的識讀與繪製。本書以培養學生的讀圖能力、數字化表達能力和創新能力為目標，提供大量帶尺寸的立體圖，有利於將知識的學習和技能的訓練融為一體，實現學習和練習一體化、教材和習題集一體化，並通過在線開放課程網站提供補充習題，以滿足不同學生、不同學校的需要。Digitalization is the foundation of intelligent manufacturing. According to the current edition of Technical Drawings and Mechanical Drawings by national standard, this book aims to meet the digital requirements of intelligent manufacturing for design expression by utilizing experiences of higher vocational education educational reforms of Engineering Drawing. This book makes necessary adjustments and improvements to traditional teaching contents of mechanical drawing. To reflect and satisfy the requirements of systematic work process and innovative ability cultivation, this book divides its learning materials into seven chapters: product design and expression, computer graphi

The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish betw

"Vector Models for Data-Parallel Computing "describes a model of parallelism that extends and formalizes the Data-Parallel model on which the Connection Machine and other supercomputers are based. It

Learn how today’s businesses can transform themselves by leveraging real-time data and advanced machine learning analytics. This book provides prescriptive guidance for architects and develo