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Donizetti's opera, based on Walter Scott's novel, is a staple of the bel canto operatic repertoire and famed above all for its vocally challenging and frequently reinterpreted 'mad scene' that precedes the lead character's death. This handbook examines the impact Lucia has had on opera and investigates why, of all of Donizetti's seventy operas, this particular work has inspired so much enthusiastic interest among scholars, directors and singers. A key feature is the sheer mutability of the character Lucia as she transforms from a lyric bel canto figure to a highly charged coloratura femme fatale, fascinating not just to opera historians but also to those working on sound studies, literary theories of horror and the gothic, the science of the mind, gender theory and feminist thought. The book places Lucia within the larger contexts of its time, while underlining the opera's central dramatic elements that resonate in the repertoire today.
In this study, Steven Kepnes constructs a 'positive' Jewish theology, one that gives expression to God's nature and powers and that opposes 'apophatic' Holocaust and postmodern theologies that deny the ability of language to express God's nature. Drawing from the Pentateuch, Prophets, and Jewish prayer, Kepnes also uses methods from medieval philosophy, analytic philosophy, and hermeneutics. From medieval philosophy and the Bible, Kepnes develops what he calls a 'soft' metaphysics with principles of God and the revealed Torah at its center. Identifying a fundamental contradiction between the transcendent God of philosophy and the personal God of the Bible, he demonstrates how analytic philosophy, Jewish hermeneutics, and Jewish liturgy offer constructive strategies to negotiate this contradiction. Kepnes also argues that Jewish theology can neither remain in the domain of metaphysics nor the nature of God, but must turn toward the practical and ethical. He concludes with a call for a prophetic theological ethics to address the pressing issue of climate change.
Students will develop a practical understanding of data science with this hands-on textbook for introductory courses. This new edition is fully revised and updated, with numerous exercises and examples in the popular data science tool Python, a new chapter on using Python for statistical analysis, and a new chapter that demonstrates how to use Python within a range of cloud platforms. The many practice examples, drawn from real-life applications, range from small to big data and come to life in a new end-to-end project in Chapter 11. New 'Data Science in Practice' boxes highlight how concepts introduced work within an industry context and many chapters include new sections on AI and Generative AI. A suite of online material for instructors provides a strong supplement to the book, including lecture slides, solutions, additional assessment material and curriculum suggestions. Datasets and code are available for students online. This entry-level textbook is ideal for readers from a range of disciplines wishing to build a practical, working knowledge of data science.
Students will develop a practical understanding of data science with this hands-on textbook for introductory courses. This new edition is fully revised and updated, with numerous exercises and examples in the popular data science tool R, a new chapter on using R for statistical analysis, and a new chapter that demonstrates how to use R within a range of cloud platforms. The many practice examples, drawn from real-life applications, range from small to big data and come to life in a new end-to-end project in Chapter 11. New 'Data Science in Practice' boxes highlight how concepts introduced work within an industry context and many chapters include new sections on AI and Generative AI. A suite of online material for instructors provides a strong supplement to the book, including lecture slides, solutions, additional assessment material and curriculum suggestions. Datasets and code are available for students online. This entry-level textbook is ideal for readers from a range of disciplines wishing to build a practical, working knowledge of data science.
Anton Webern is recognised as one of the pivotal figures of atonality and precursors to post-war serialism. However, his earlier, tonal works have been largely neglected and shrouded in clichés. A study of both the generative elements of Webern's aesthetic imagination, and the philosophical signatures of musical modernity, this first book-length account of Webern's tonal music explores the complex and variegated ways in which the young composer engaged with, and sought to contribute to, the cultural discourses of fin-de-siècle modernism, well before he self-consciously embarked upon his famous 'path' to the New Music. While acknowledging the rapid stylistic transformation that Webern's musical language underwent, the author suggests that earliness in Webern is not simply a chronological term but is rather best understood in terms of a constitutive tension between phenomenological and dialectical modes of musical thought.
In this timely and impactful contribution to debates over the relationship between politics and storytelling, Lee Manion uncovers the centrality of narrative to the European concept of sovereignty. In Scottish and English texts traversing the political, the legal, the historiographical, and the literary, and from the medieval through to the early modern period, he examines the tumultuous development of the sovereignty discourse and the previously underappreciated role of narratives of recognition. Situating England and Scotland in a broader interimperial milieu, Manion shows how sovereignty's hierarchies of recognition and stories of origins prevented more equitable political unions. The genesis of this discourse is traced through tracts by Buchanan, Dee, Persons, and Hume; histories by Hardyng, Wyntoun, Mair, and Holinshed; and romances by Malory, Barbour, Spenser, and Melville. Combining formal analysis with empire studies, international relations theory, and political history, Manion reveals the significant consequences of literary writing for political thought.
Histories of Latin literature have often treated the period from the second to the seventh centuries as an epilogue to the main action – and yet the period includes such towering figures as Apuleius, Claudian, Prudentius, Augustine, Jerome, Boethius, and Isidore. The Cambridge History of Later Latin Literature, with fifty chapters by forty-one scholars, is the first book to treat the immensely diverse literature of these six centuries together in such generous detail. The book shows authors responding to momentous changes, and sometimes shaping or resisting them: the rise of Christianity, the introduction of the codex book, and the end of the western Roman Empire. The contributors' accounts of late antique Latin literature do not shy away from controversy, but are always clear, succinct, and authoritative. Students and scholars wanting to explore unfamiliar areas of Late Antiquity will find their starting point here.
This long-anticipated work shares the aims of its celebrated companion: namely, to provide an introduction for students and a reference for researchers to the techniques, results, and terminology of multiplicative number theory. This volume builds on the earlier one (which served as an introduction to basic, classical results) and focuses on sieve methods. This area has witnessed a number of major advances in recent years, e.g. gaps between primes, large values of Dirichlet polynomials and zero density estimates, all of which feature here. Despite the fact that the book can serve as an entry to contemporary mathematics, it remains largely self-contained, with appendices containing background or material more advanced than undergraduate mathematics. Again, exercises, of which there is a profusion, illustrate the theory or indicate ways in which it can be developed. Each chapter ends with a thorough set of references, which will be essential for all analytic number theorists.
Understanding how conversation is produced, represented in memory, and utilized in daily social interaction is crucial to comprehending how human communication occurs and how it might be modeled. This book seeks to take a step toward this goal by providing a comprehensive, interdisciplinary overview of conversation memory research and related phenomena that transcends the foundations of cognitive psychology. It covers a wide range of conversation memory topics, including theoretical approaches, representation in long-term memory, gender, race, and ethnicity effects, methodological issues, conversation content, social cognition, lifespan development, nonverbal correlates, personality and individual differences, disability, and conversation memory applications. Featuring new content reflecting the historical development of the conversation memory field alongside an extensive reference list, the book provides a complete, single-source reference work for conversational remembering research that should be of interest across disciplines.
Histories of Latin literature have often treated the period from the second to the seventh centuries as an epilogue to the main action – and yet the period includes such towering figures as Apuleius, Claudian, Prudentius, Augustine, Jerome, Boethius, and Isidore. The Cambridge History of Later Latin Literature, with fifty chapters by forty-one scholars, is the first book to treat the immensely diverse literature of these six centuries together in such generous detail. The book shows authors responding to momentous changes, and sometimes shaping or resisting them: the rise of Christianity, the introduction of the codex book, and the end of the western Roman Empire. The contributors' accounts of late antique Latin literature do not shy away from controversy, but are always clear, succinct, and authoritative. Students and scholars wanting to explore unfamiliar areas of Late Antiquity will find their starting point here.
In this radical reinterpretation of the Financial Revolution, Craig Muldrew redefines our understanding of capitalism as a socially constructed set of institutions and beliefs. Financial institutions, including the Bank of England and the stock market, were just one piece of the puzzle. Alongside institutional developments, changes in local credit networks involving better accounting, paper notes and increased mortgaging were even more important. Muldrew argues that, before a society can become capitalist, most of its members have to have some engagement with 'capital' as a thing – a form of stored intangible financial value. He shows how previous oral interpersonal credit was transformed into capital through the use of accounting and circulating paper currency, socially supported by changing ideas about the self which stressed individual savings and responsibility. It was only through changes throughout society that the framework for a concept like capitalism could exist and make sense.
This book provides a reassessment of Ptolemaic state intervention in industry and trade, an issue central to the economic and political history of Hellenistic Egypt. Based on a full survey of Greek and Demotic Egyptian sources, and drawing on theoretical perspectives, it challenges the prevailing interpretation of 'state monopolies'. While the Ptolemies displayed an impressive capacity to intervene in economic processes, their aims were purely fiscal, and the extent of their reach was limited. Every sector was characterised by significant market activity, either recognised and supported by the state, or illicit where the Ptolemies did make attempts to establish exclusive control. Nico Dogaer provides a full account of several key industries and presents new conclusions about the impact of Ptolemaic rule, including on economic performance. The book also makes an important contribution to broader debates about the relation between states and markets in historical societies.
Kant had thoughts on language, but his account of language is not explicit and cannot be found in any dedicated section of his works, so it needs to be philosophically reconstructed. The essays in this volume address the linguistic ramifications of Kant's thought and investigate his views on language from unique perspectives. They demonstrate that Kant's notions of thinking, knowing, communicating, and acting have linguistic implications: from the problem of empirical concept-formation to the categorial structure of experience, from the exhibition of aesthetic ideas to the role of analogies and metaphors, from poetry as the art of language to the moral relevance of rhetoric and the problem of persuasion, and from the source of Kant's philosophical vocabulary to the role of language in defining 'humanity'. The volume offers a new and distinctive interpretive context in which Kant's approach to language can be critically appreciated.
At the beginning of the long eighteenth century, the adjective 'British' primarily meant Welsh, in a narrow and exclusive sense. As the nation and the empire expanded, so too did Britishness come to name a far more diffuse identity. In parallel with this transformation, writers sought to invent a new British literary tradition. Timothy Heimlich demonstrates that these developments were more interrelated than scholars have yet realized, revealing how Wales was both integral to and elided from Britishness at the same historical moment that it was becoming a vitally important cultural category. Critically re-examining the role of nationalism in the development of colonized identities and complicating the core-periphery binary, he sheds new light on longstanding critical debates about internal colonialism and its relationship to the project of empire-building abroad.
Knowledge-infused learning directly confronts the opacity of current 'black-box' AI models by combining data-driven machine learning techniques with the structured insights of symbolic AI. This guidebook introduces the pioneering techniques of neurosymbolic AI, which blends statistical models with symbolic knowledge to make AI safer and user-explainable. This is critical in high-stakes AI applications in healthcare, law, finance, and crisis management. The book brings readers up to speed on advancements in statistical AI, including transformer models such as BERT and GPT, and provides a comprehensive overview of weakly supervised, distantly supervised, and unsupervised learning methods alongside their knowledge-enhanced variants. Other topics include active learning, zero-shot learning, and model fusion. Beyond theory, the book presents practical considerations and applications of neurosymbolic AI in conversational systems, mental health, crisis management systems, and social and behavioral sciences, making it a pragmatic reference for AI system designers in academia and industry.