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Machine Learning in Medicine
by Aeilko H. Zwinderman Ton J. CleophasMachine learning is a novel discipline concerned with the analysis of large and multiple variables data. It involves computationally intensive methods, like factor analysis, cluster analysis, and discriminant analysis. It is currently mainly the domain of computer scientists, and is already commonly used in social sciences, marketing research, operational research and applied sciences. It is virtually unused in clinical research. This is probably due to the traditional belief of clinicians in clinical trials where multiple variables are equally balanced by the randomization process and are not further taken into account. In contrast, modern computer data files often involve hundreds of variables like genes and other laboratory values, and computationally intensive methods are required. This book was written as a hand-hold presentation accessible to clinicians, and as a must-read publication for those new to the methods.
Machine Learning in Translation
by Peng Wang David B. SawyerMachine Learning in Translation introduces machine learning (ML) theories and technologies that are most relevant to translation processes, approaching the topic from a human perspective and emphasizing that ML and ML-driven technologies are tools for humans. Providing an exploration of the common ground between human and machine learning and of the nature of translation that leverages this new dimension, this book helps linguists, translators, and localizers better find their added value in a ML-driven translation environment. Part One explores how humans and machines approach the problem of translation in their own particular ways, in terms of word embeddings, chunking of larger meaning units, and prediction in translation based upon the broader context. Part Two introduces key tasks, including machine translation, translation quality assessment and quality estimation, and other Natural Language Processing (NLP) tasks in translation. Part Three focuses on the role of data in both human and machine learning processes. It proposes that a translator’s unique value lies in the capability to create, manage, and leverage language data in different ML tasks in the translation process. It outlines new knowledge and skills that need to be incorporated into traditional translation education in the machine learning era. The book concludes with a discussion of human-centered machine learning in translation, stressing the need to empower translators with ML knowledge, through communication with ML users, developers, and programmers, and with opportunities for continuous learning. This accessible guide is designed for current and future users of ML technologies in localization workflows, including students on courses in translation and localization, language technology, and related areas. It supports the professional development of translation practitioners, so that they can fully utilize ML technologies and design their own human-centered ML-driven translation workflows and NLP tasks.
The Machine that Sings: Modernism, Hart Crane and the Culture of the Body (Studies in Major Literary Authors #21)
by Gordon A. TapperExamining how Crane's corporeal aesthetic informs poems written across the span of his career, The Machine That Sings focuses on four texts in which Crane's preoccupation with the body reaches its apoge. Tapper treats Voyages, The Wine Merchant, and Possessions as a triptych of erotic poems in which Crane plays out alternative resolutions to the dialectic between purity and defilement, a conceptual dynamic which Tapper argues is central to both Crane's poetics of difficulty and his representations of homosexual desire. Tapper concentrates on the three sections of The Bridge, most concerned with recuperating animality: 'National Winter Garden,' 'The Dance,' and 'Cape Hatteras.'
Machine Translation (The MIT Press Essential Knowledge series)
by Thierry PoibeauA concise, nontechnical overview of the development of machine translation, including the different approaches, evaluation issues, and major players in the industry.The dream of a universal translation device goes back many decades, long before Douglas Adams's fictional Babel fish provided this service in The Hitchhiker's Guide to the Galaxy. Since the advent of computers, research has focused on the design of digital machine translation tools—computer programs capable of automatically translating a text from a source language to a target language. This has become one of the most fundamental tasks of artificial intelligence. This volume in the MIT Press Essential Knowledge series offers a concise, nontechnical overview of the development of machine translation, including the different approaches, evaluation issues, and market potential. The main approaches are presented from a largely historical perspective and in an intuitive manner, allowing the reader to understand the main principles without knowing the mathematical details. The book begins by discussing problems that must be solved during the development of a machine translation system and offering a brief overview of the evolution of the field. It then takes up the history of machine translation in more detail, describing its pre-digital beginnings, rule-based approaches, the 1966 ALPAC (Automatic Language Processing Advisory Committee) report and its consequences, the advent of parallel corpora, the example-based paradigm, the statistical paradigm, the segment-based approach, the introduction of more linguistic knowledge into the systems, and the latest approaches based on deep learning. Finally, it considers evaluation challenges and the commercial status of the field, including activities by such major players as Google and Systran.
Machine Translation and Foreign Language Learning (New Frontiers in Translation Studies)
by Kizito TekwaThe book investigates how machine translation (MT) provides opportunities and increases the willingness to communicate in a foreign language. It is informed by a mixed methods methodological approach that analyzes quantitative and qualitative data of questionnaires and real-time instant messages (IM). The book is unique because it contains tables, figures, and screenshots of actual real-time IM exchanges. It is innovative in discussing IM translation, a novel form of MT, and demonstrates how the technology offers English foreign language learners, in this case, Chinese college students, communication opportunities while increasing their willingness to communicate. The study provides an interesting insight into IM user profiles, clients, and usages. Smartphone screenshots are the locale of the study whose findings have far-reaching implications for students, language and translation instructors, and curriculum designers.
Machines of the Mind: Personification in Medieval Literature
by Katharine BreenIn Machines of the Mind, Katharine Breen proposes that medieval personifications should be understood neither as failed novelistic characters nor as instruments of heavy-handed didacticism. She argues that personifications are instead powerful tools for thought that help us to remember and manipulate complex ideas, testing them against existing moral and political paradigms. Specifically, different types of medieval personification should be seen as corresponding to positions in the rich and nuanced medieval debate over universals. Breen identifies three different types of personification—Platonic, Aristotelian, and Prudentian—that gave medieval writers a surprisingly varied spectrum with which to paint their characters. Through a series of new readings of major authors and works, from Plato to Piers Plowman, Breen illuminates how medieval personifications embody the full range of positions between philosophical realism and nominalism, varying according to the convictions of individual authors and the purposes of individual works. Recalling Gregory the Great’s reference to machinae mentis (machines of the mind), Breen demonstrates that medieval writers applied personification with utility and subtlety, employing methods of personification as tools that serve different functions. Machines of the Mind offers insight for medievalists working at the crossroads of religion, philosophy, and literature, as well as for scholars interested in literary character-building and gendered relationships among characters, readers, and texts beyond the Middle Ages.
Machines of the Mind: Personification in Medieval Literature
by Katharine BreenIn Machines of the Mind, Katharine Breen proposes that medieval personifications should be understood neither as failed novelistic characters nor as instruments of heavy-handed didacticism. She argues that personifications are instead powerful tools for thought that help us to remember and manipulate complex ideas, testing them against existing moral and political paradigms. Specifically, different types of medieval personification should be seen as corresponding to positions in the rich and nuanced medieval debate over universals. Breen identifies three different types of personification—Platonic, Aristotelian, and Prudentian—that gave medieval writers a surprisingly varied spectrum with which to paint their characters. Through a series of new readings of major authors and works, from Plato to Piers Plowman, Breen illuminates how medieval personifications embody the full range of positions between philosophical realism and nominalism, varying according to the convictions of individual authors and the purposes of individual works. Recalling Gregory the Great’s reference to machinae mentis (machines of the mind), Breen demonstrates that medieval writers applied personification with utility and subtlety, employing methods of personification as tools that serve different functions. Machines of the Mind offers insight for medievalists working at the crossroads of religion, philosophy, and literature, as well as for scholars interested in literary character-building and gendered relationships among characters, readers, and texts beyond the Middle Ages.
Machines of the Mind: Personification in Medieval Literature
by Katharine BreenIn Machines of the Mind, Katharine Breen proposes that medieval personifications should be understood neither as failed novelistic characters nor as instruments of heavy-handed didacticism. She argues that personifications are instead powerful tools for thought that help us to remember and manipulate complex ideas, testing them against existing moral and political paradigms. Specifically, different types of medieval personification should be seen as corresponding to positions in the rich and nuanced medieval debate over universals. Breen identifies three different types of personification—Platonic, Aristotelian, and Prudentian—that gave medieval writers a surprisingly varied spectrum with which to paint their characters. Through a series of new readings of major authors and works, from Plato to Piers Plowman, Breen illuminates how medieval personifications embody the full range of positions between philosophical realism and nominalism, varying according to the convictions of individual authors and the purposes of individual works. Recalling Gregory the Great’s reference to machinae mentis (machines of the mind), Breen demonstrates that medieval writers applied personification with utility and subtlety, employing methods of personification as tools that serve different functions. Machines of the Mind offers insight for medievalists working at the crossroads of religion, philosophy, and literature, as well as for scholars interested in literary character-building and gendered relationships among characters, readers, and texts beyond the Middle Ages.
The MacKenzie Moment and Imperial History: Essays in Honour of John M. MacKenzie (Britain and the World)
by Stephanie Barczewski Martin FarrThis book celebrates the career of the eminent historian of the British Empire John M. MacKenzie, who pioneered the examination of the impact of the Empire on metropolitan culture. It is structured around three areas: the cultural impact of empire, 'Four-Nations' history, and global and transnational perspectives. These essays demonstrate MacKenzie’s influence but also interrogate his legacy for the study of imperial history, not only for Britain and the nations of Britain but also in comparative and transnational context. Written by seventeen historians from around the world, its subjects range from Jumbomania in Victorian Britain to popular imperial fiction, the East India Company, the ironic imperial revivalism of the 1960s, Scotland and Ireland and the empire, to transnational Chartism and Belgian colonialism. The essays are framed by three evaluations of what will be known as 'the MacKenzian moment' in the study of imperialism.
Macmillan English 9: Thinking And Writing Processes
by Simon & Schuster Books For Young ReadersMacmillan English 9 Thinking and Writing Process Thinking and writing go hand in hand. Thinking is built into each stage of the writing process, and writing itself can be a tool of the thinking process. As you progress through this textbook, you will discover how applying certain thinking skills can help you become a better writer. Each unit in Macmillan English opens with a special feature called “Thinking About Thinking.” This feature defines one particular thinking skill that is part of a larger thinking process. Each skill is one you will find useful as you engage in the activities of that unit. “Thinking About Thinking” helps you to become aware of what you do when you think. Each feature asks you to think in a certain way about a photograph. By becoming more aware of the way you think, you can gain greater mastery of the thinking skills you use as you write. Here, in everyday language, are descriptions of the thinking skills you will apply at the start of each unit in this book.
Macmillan/McGraw-Hill Alabama Treasures [Grade 3 Book 1]
by Macmillan Mcgraw-HillNIMAC-sourced textbook
Macmillan/McGraw-Hill Alabama Treasures [Grade 3 Book 2]
by Macmillan Mcgraw-HillNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 1 Book 1]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 1 Book 2]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 1 Book 3]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 1 Book 5]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 2 Book 1]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 2 Book 2]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 3 Book 2]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 4 Book 1]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Florida Treasures [Grade 5]
by Donald R. Bear Janice A. Dole Douglas FisherNIMAC-sourced textbook
Macmillan/McGraw-Hill Georgia Treasures [Grade 2 Book 1]
by Donald R. Bear Janice A. Dole Jana EchevarriaNIMAC-sourced textbook