Pattern Classification Using Ensemble Methods

Since 9/11, al-Qaida has become one of the most infamous and widely discussed terrorist organizations in the world, with affiliates spread across the globe. However, little-known are the group's activities within Afghanistan itself, something which Anne Stenersen examines in this book. Using an array of unique primary sources, she presents an alternative narrative of al-Qaida's goals and strategies prior to 9/11. She argues that al-Qaida's actions were not just an ideological expression of religious fanaticism and violent anti-Americanism, but that they were actually far more practical and organised, with a more revolutionary and Middle Eastern-focused agenda than previously thought. Through Stenersen's analysis, we see how al-Qaida employed a dual strategy: with a small section focused on staging international terrorist attacks, but at the same time a larger part dedicated to building a resilient and cohesive organization that would ultimately serve as a vanguard for future Islamist r

In this book, Catherine Sider Hamilton introduces a new lens through which to view the death of Jesus in Matthew. Using the concept of 'innocent blood', she situates the death of Jesus within a paradigm of purity and pollution, one that was central in the Hebrew Scriptures and early Judaism from the Second Temple to the rabbis. Hamilton traces the theme of innocent blood in Matthew's narrative in relation to two Jewish traditions of interpretation, one (in Second Temple literature) reflecting on the story of Cain and Abel; the other (chiefly in rabbinic literature) on the blood of Zechariah. 'Innocent blood' yields a vision that resists the dichotomies (intra muros vs extra muros, rejection vs redemption) that have characterized the debate, a vision in which both judgment and redemption - an end of exile - may be true. 'Innocent blood' offers a new approach not only to the meaning of Jesus' death in Matthew but also to the vexed question of the Gospel's attitude toward contemporary Jud

Stochastic systems provide powerful abstract models for a variety of important real-life applications: for example, power supply, traffic flow, data transmission. They (and the real systems they model) are often subject to phase transitions, behaving in one way when a parameter is below a certain critical value, then switching behaviour as soon as that critical value is reached. In a real system, we do not necessarily have control over all the parameter values, so it is important to know how to find critical points and to understand system behaviour near these points. This book is a modern presentation of the 'semimartingale' or 'Lyapunov function' method applied to near-critical stochastic systems, exemplified by non-homogeneous random walks. Applications treat near-critical stochastic systems and range across modern probability theory from stochastic billiards models to interacting particle systems. Spatially non-homogeneous random walks are explored in depth, as they provide prototy

What is the relationship between thought and practice in the domains of language, literature and politics? Is thought the only standard by which to measure intellectual history? How did Arab intellectuals change and affect political, social, cultural and economic developments from the eighteenth to the twentieth centuries? This volume offers a fundamental overhaul and revival of modern Arab intellectual history. Using Hourani's Arabic Thought in the Liberal Age, 1798–1939 (Cambridge, 1962) as a starting point, it reassesses Arabic cultural production and political thought in the light of current scholarship and extends the analysis beyond Napoleon's invasion of Egypt and the outbreak of World War II. The chapters offer a mixture of broad-stroke history on the construction of 'the Muslim world', and the emergence of the rule of law and constitutionalism in the Ottoman empire, as well as case studies on individual Arab intellectuals that illuminate the transformation of modern Arabic tho

In this bold new interpretation of the origins of ancient Rome's overseas empire, Dr Burton charts the impact of the psychology, language and gestures associated with the Roman concept of amicitia, or 'friendship'. The book challenges the prevailing orthodox Cold War-era realist interpretation of Roman imperialism and argues that language and ideals contributed just as much to Roman empire-building as military muscle. Using a constructivist theoretical framework drawn from international relations, Dr Burton replaces the modern scholarly fiction of a Roman empire built on networks of foreign clients and client-states with an interpretation grounded firmly in the discursive habits of the ancient texts themselves. The results better account for the peculiar rhythms of Rome's earliest period of overseas expansion - brief periods of vigorous military and diplomatic activity, such as the rolling back of Seleucid power in Asia Minor and Greece in 192–188 BC, followed by long periods of inacti

An innovative account of how the concept of the 'Third World' emerged in France from the mid-1950s through to the mid-1970s alongside a new leftist movement. The book reveals how, in an age of Cold War, decolonization and development thinking, French activists rose to prominence within the political Left, established transnational contacts, and developed a new global consciousness. Using the 'Third World' concept to reinvigorate anticolonial solidarity, they supported the Algerian FLN, the Cuban Revolution, and the liberation movements in Vietnam and Portuguese Africa. Insisting on the postcolonial character of France after the end of empire, they promoted new forms of cooperation with developing countries and immigrant workers. Examining the work of French leftists in publications such as Partisans, parties such as the PSU, and associations like the CEDETIM, Kalter sheds new light on a crucial moment in France's history, the global contexts that prompted it, and its worldwide ramifica

Being a successful speaker of a given language involves control of the meaning and use of vocabulary items, taking in their lexical content (what phenomena they refer to), combinatorial behaviour (what items they occur with) and situational characteristics (e.g. as colloquial or formal terms). This essential reference book provides clear information on these aspects for around three hundred groups of Japanese near-synonyms, supplemented by a wide range of authentic examples. The result is a clear profile of the meaning and use of each item, highlighting similarities and distinctions among neighbouring terms and expanding learners' lexical range. The book is designed primarily for English-speaking learners, and the selection of groups and items and the overall treatment adopted reflects the author's extensive experience in teaching Japanese to English speakers. Japanese forms and examples appear in both romanisation and Japanese orthography, and the bilingual indexes allow readers to lo

Illicit work, social security fraud, economic crime and other shadow economy activities are fast becoming an international problem. This second edition uses new data to reassess currency demand and the model approach to estimate the size of the shadow economy in 151 developing, transition, and OECD countries. This updated edition argues that during the 2000s the average size of the shadow economy varied from 19 per cent of GDP for OECD countries, to 30 per cent for transition countries, to 45 per cent for developing countries. It examines the causes and consequences of this development using an integrated approach to explain deviant behaviour that combines findings from economic, sociological, and psychological research. The authors suggest that increasing taxation and social security contributions, rising state regulatory activities, and the decline of the tax morale are all driving forces behind this growth, and they propose a reform of state public institutions in order to improve t

In most post-conflict states, a strong level of legal pluralism is the norm, particularly in regions of Africa and Asia where between eighty and ninety per cent of disputes are resolved through non-state legal mechanisms. The international community, in particular the United Nations, persistently drives the re-establishment of the rule of law in war-torn areas where, traditionally, customary law is prevalent. Laura Grenfell traces the international community's evolving understanding of the rule of law in such regions and explores the implications of strong legal pluralism for the rule-of-law enterprise. Using the comparative examples of two unique case studies, South Africa and Timor-Leste, Promoting the Rule of Law in Post-Conflict States provides insight into the relationship between the rule of law and legal pluralism. Alongside these studies, the book offers a comprehensive introduction to the conceptual framework of the rule of law in the context of approaches taken by the interna

In the decades leading to the Civil War, popular conceptions of African American men shifted dramatically. The savage slave featured in 1830s' novels and stories gave way by the 1850s to the less-threatening humble black martyr. This radical reshaping of black masculinity in American culture occurred at the same time that the reading and writing of popular narratives were emerging as largely feminine enterprises. In a society where women wielded little official power, white female authors exalted white femininity, using narrative forms such as autobiographies, novels, short stories, visual images, and plays, by stressing differences that made white women appear superior to male slaves. This book argues that white women, as creators and consumers of popular culture media, played a pivotal role in the demasculinization of black men during the antebellum period, and consequently had a vital impact on the political landscape of antebellum and Civil War-era America through their powerful in

A number of changes have been made to the supervision and regulation of banks as a result of the recent financial meltdown. Some are for the better, such as the Basel III rules for increasing the quality and quantity of capital in banks, but legal changes on both sides of the Atlantic now make it much more difficult to resolve failing banks by means of taxpayer funded bail-outs and could hinder bank resolution in future financial crises. In this book, Johan A. Lybeck uses case studies from Europe and the United States to examine and grade a number of bank resolutions in the last financial crisis and establish which were successful, which failed, and why. Using in-depth analysis of recent legislation, he explains how a bank resolution can be successful, and emphasizes the need for taxpayer-funded bail-outs to create a viable banking system that will promote economic and financial stability.

This introductory textbook provides students with a system-level perspective and the tools they need to understand, analyze and design digital systems. Going beyond the design of simple combinational and sequential modules, it shows how such modules are used to build complete systems, reflecting real-world digital design. All the essential topics are covered, including design and analysis of combinational and sequential modules, as well as system timing and synchronization. It also teaches how to write VHDL-2008 HDL in a productive and maintainable style that enables CAD tools to do much of the tedious work. A complete introduction to digital design is given through clear explanations, extensive examples and online VHDL files. The teaching package is completed with lecture slides, labs and a solutions manual for instructors. Assuming no previous digital knowledge, this textbook is ideal for undergraduate digital design courses that will prepare students for modern digital practice.

A number of changes have been made to the supervision and regulation of banks as a result of the recent financial meltdown. Some are for the better, such as the Basel III rules for increasing the quality and quantity of capital in banks, but legal changes on both sides of the Atlantic now make it much more difficult to resolve failing banks by means of taxpayer funded bail-outs and could hinder bank resolution in future financial crises. In this book, Johan A. Lybeck uses case studies from Europe and the United States to examine and grade a number of bank resolutions in the last financial crisis and establish which were successful, which failed, and why. Using in-depth analysis of recent legislation, he explains how a bank resolution can be successful, and emphasizes the need for taxpayer-funded bail-outs to create a viable banking system that will promote economic and financial stability.

Coinage is one of our key sources for the rich and fascinating history of the Hellenistic world (323–31 BC). This book provides students of the period with an up-to-date introduction to Hellenistic gold, silver and bronze coins in their cultural and economic contexts. It also offers new perspectives on four major themes in contemporary Hellenistic history: globalisation, identity, political economy and ideology. With more than 250 illustrations, and written in a lucid and accessible style, this book sheds new light on the diverse and multicultural societies of the Hellenistic world, from Alexander to Augustus. The author assumes no prior knowledge of Hellenistic history, and all Greek and Latin texts are translated throughout.

Coinage is one of our key sources for the rich and fascinating history of the Hellenistic world (323–31 BC). This book provides students of the period with an up-to-date introduction to Hellenistic gold, silver and bronze coins in their cultural and economic contexts. It also offers new perspectives on four major themes in contemporary Hellenistic history: globalisation, identity, political economy and ideology. With more than 250 illustrations, and written in a lucid and accessible style, this book sheds new light on the diverse and multicultural societies of the Hellenistic world, from Alexander to Augustus. The author assumes no prior knowledge of Hellenistic history, and all Greek and Latin texts are translated throughout.

Life is currently one of the most active zones of politics and economic production, as biological material is increasingly the subject of engineering, banking, reproduction, and exchange. These developments represent some of the most challenging issues facing humanity in the twenty-first century and call for new forms of engagement - and new anthropologies of life. Reflecting upon the changing human condition, Palsson addresses various conflated zones of life at particular times and scales, from the genome to the human body and the global environment. Using a 'biosocial' perspective, he argues, will help us to capture the hybrid nature of life, enhancing our sensitivity to differences and similarities in hierarchies, the reproduction of bio-objects and the exchange between humans, other species, and the environment. Engaging with topical issues on the public agenda, from personal genomics to human-animal relations to the global environment, the book sets out a compelling case for meani

The history of political events is made by people. From wars to elections to political protests, the choices we make, our actions, how we behave, dictate events. Not all individuals have the same impact on our world and our lives. Some peoples' choices alter the pathways that history takes. In particular, national chief executives play a large role in forging the destinies of the countries they lead. Why Leaders Fight is about those world leaders and how their beliefs, world views, and tolerance for risk and military conflict are shaped by their life experiences before they enter office - military, family, occupation, and more. Using in-depth research on important leaders and the largest set of data on leader backgrounds ever gathered, the authors of Why Leaders Fight show that - within the constraints of domestic political institutions and the international system - who ends up in office plays a critical role in determining when and why countries go to war.

The history of political events is made by people. From wars to elections to political protests, the choices we make, our actions, how we behave, dictate events. Not all individuals have the same impact on our world and our lives. Some peoples' choices alter the pathways that history takes. In particular, national chief executives play a large role in forging the destinies of the countries they lead. Why Leaders Fight is about those world leaders and how their beliefs, world views, and tolerance for risk and military conflict are shaped by their life experiences before they enter office - military, family, occupation, and more. Using in-depth research on important leaders and the largest set of data on leader backgrounds ever gathered, the authors of Why Leaders Fight show that - within the constraints of domestic political institutions and the international system - who ends up in office plays a critical role in determining when and why countries go to war.

This highly pedagogical textbook for graduate students in particle, theoretical and mathematical physics, explores advanced topics of quantum field theory. Clearly divided into two parts; the first focuses on instantons with a detailed exposition of instantons in quantum mechanics, supersymmetric quantum mechanics, the large order behavior of perturbation theory, and Yang–Mills theories, before moving on to examine the large N expansion in quantum field theory. The organised presentation style, in addition to detailed mathematical derivations, worked examples and applications throughout, enables students to gain practical experience with the tools necessary to start research. The author includes recent developments on the large order behavior of perturbation theory and on large N instantons, and updates existing treatments of classic topics, to ensure that this is a practical and contemporary guide for students developing their understanding of the intricacies of quantum field theory.

When and why do countries redistribute land to the landless? What political purposes does land reform serve, and what place does it have in today's world? A long-standing literature dating back to Aristotle and echoed in important recent works holds that redistribution should be both higher and more targeted at the poor under democracy. Yet comprehensive historical data to test this claim has been lacking. This book shows that land redistribution - the most consequential form of redistribution in the developing world - occurs more often under dictatorship than democracy. It offers a novel theory of land reform and develops a typology of land reform policies. Albertus leverages original data spanning the world and dating back to 1900 to extensively test the theory using statistical analysis and case studies of key countries such as Egypt, Peru, Venezuela, and Zimbabwe. These findings call for rethinking much of the common wisdom about redistribution and regimes.

When and why do countries redistribute land to the landless? What political purposes does land reform serve, and what place does it have in today's world? A long-standing literature dating back to Aristotle and echoed in important recent works holds that redistribution should be both higher and more targeted at the poor under democracy. Yet comprehensive historical data to test this claim has been lacking. This book shows that land redistribution - the most consequential form of redistribution in the developing world - occurs more often under dictatorship than democracy. It offers a novel theory of land reform and develops a typology of land reform policies. Albertus leverages original data spanning the world and dating back to 1900 to extensively test the theory using statistical analysis and case studies of key countries such as Egypt, Peru, Venezuela, and Zimbabwe. These findings call for rethinking much of the common wisdom about redistribution and regimes.

This is the first comprehensive history of the campaign that determined control of Germany following Napoleon's catastrophic defeat in Russia. Michael V. Leggiere reveals how, in the spring of 1813, Prussia, the weakest of the great powers, led the struggle against Napoleon as a war of national liberation. Using German, French, British, Russian, Austrian and Swedish sources, he provides a panoramic history that covers the full sweep of the battle for Germany from the mobilization of the belligerents, strategy, and operations to coalition warfare, diplomacy, and civil-military relations. He shows how Russian war weariness conflicted with Prussian impetuosity, resulting in the crisis that almost ended the Sixth Coalition in early June. In a single campaign, Napoleon drove the Russo–Prussian army from the banks of the Saale to the banks of the Oder. The Russo–Prussian alliance was perilously close to imploding, only to be saved at the eleventh-hour by an armistice.

This book presents a focused, readable account of the principal physical and mathematical ideas at the heart of fluid dynamics. Graduate students in engineering, applied math and physics taking their first graduate course in fluids will find this book invaluable in providing the background in physics and mathematics necessary to pursue advanced study. The exposition follows an arc through the subject building towards a detailed derivation of the Navier–Stokes and energy equations followed by many examples of their use in studying the dynamics of fluid flows. Modern tensor analysis is used to simplify the mathematical derivations thus allowing a clearer view of the physics. The motivation behind many fundamental concepts such as Bernoulli's equation and the stream function are included. Many exercises are designed with a view toward using MATLAB® or equivalent to simplify and extend the analysis of fluid motion including developing flow simulations based on techniques described in the b

Over the past decade, a group of prolific and innovative evolutionary biologists has sought to reinvent historical linguistics through the use of phylogenetic and phylogeographical analysis, treating cognates like genes and conceptualizing the spread of languages in terms of the diffusion of viruses. Using these techniques, researchers claim to have located the origin of the Indo-European language family in Neolithic Anatolia, challenging the near-consensus view that it emerged in the grasslands north of the Black Sea thousands of years later. But despite its widespread celebration in the global media, this new approach fails to withstand scrutiny. As languages do not evolve like biological species and do not spread like viruses, the model produces incoherent results, contradicted by the empirical record at every turn. This book asserts that the origin and spread of languages must be examined primarily through the time-tested techniques of linguistic analysis, rather than those of evol

Originally published in 1925, this book was written following a series of experiments at Cambridge regarding problems arising in the construction of maps from aerial photographs. The text provides a record and description of the experiments, discussing the results in relation to potential choices of method and equipment. Illustrative figures and appendices are included. This book will be of value to anyone with an interest in aerial surveying and the development of mapping.

The War Inside is a groundbreaking history of the contribution of British psychoanalysis to the making of social democracy, childhood, and the family during World War II and the postwar reconstruction. Psychoanalysts informed understandings not only of individuals, but also of broader political questions. By asserting a link between a real 'war outside' and an emotional 'war inside', psychoanalysts contributed to an increased state responsibility for citizens' mental health. They made understanding children and the mother-child relationship key to the successful creation of a democratic citizenry. Using rich archival sources, the book revises the common view of psychoanalysis as an elite discipline by taking it out of the clinic and into the war nursery, the juvenile court, the state welfare committee, and the children's hospital. It traces the work of the second generation of psychoanalysts after Freud in response to total war and explores its broad postwar effects on British society.

Since its original publication in Portuguese in 2008, this first English translation of Divining Slavery has been extensively revised and updated, complete with new primary sources and a new bibliography. It tells the story of Domingos Sodré, an African-born priest who was enslaved in Bahia, Brazil in the nineteenth century. After obtaining his freedom, Sodré became a slave owner himself, and in 1862 was arrested on suspicion of receiving stolen goods from slaves in exchange for supposed 'witchcraft'. Using this incident as a catalyst, the book discusses African religion and its place in a slave society, analyzing its double role as a refuge for blacks as well as a bridge between classes and ethnic groups (such as whites who attended African rituals and sought help from African diviners and medicine men). Ultimately, Divining Slavery explores the fluidity and relativity of conditions such as slavery and freedom, African and local religions, personal and collective experience and identi

Since its original publication in Portuguese in 2008, this first English translation of Divining Slavery has been extensively revised and updated, complete with new primary sources and a new bibliography. It tells the story of Domingos Sodré, an African-born priest who was enslaved in Bahia, Brazil in the nineteenth century. After obtaining his freedom, Sodré became a slave owner himself, and in 1862 was arrested on suspicion of receiving stolen goods from slaves in exchange for supposed 'witchcraft'. Using this incident as a catalyst, the book discusses African religion and its place in a slave society, analyzing its double role as a refuge for blacks as well as a bridge between classes and ethnic groups (such as whites who attended African rituals and sought help from African diviners and medicine men). Ultimately, Divining Slavery explores the fluidity and relativity of conditions such as slavery and freedom, African and local religions, personal and collective experience and identi

A study of the lived history of nineteenth-century British imperialism through the lives of one extended family in North America, the Caribbean and the United Kingdom. The prominent colonial governor James Douglas was born in 1803 in what is now Guyana, probably to a free woman of colour and an itinerant Scottish father. In the North American fur trade, he married Amelia Connolly, the daughter of a Cree mother and an Irish-Canadian father. Adele Perry traces their family and friends over the course of the 'long' nineteenth-century, using careful archival research to offer an analysis of the imperial world that is at once intimate and critical, wide-ranging and sharply focused. Perry engages feminist scholarship on gender and intimacy, critical analyses about colonial archives, transnational and postcolonial history and the 'new imperial history' to suggest how this period might be rethought through one powerful family located at the British Empire's margins.

Increasing numbers of researchers are working in regions experiencing high levels of conflict or crisis, or among populations that have fled violent conflict to become refugees or internally displaced persons. Understanding these conflicts and their aftermath should be shaped not only by the victors and their elite companions but also by the local people whose daily lives become intertwined with the conflict - this 'view from below' is explored in this volume. Conducting rigorous research in these contexts presents a range of ethical, methodological, logistical and security challenges not usually confronted in non-conflict field contexts. This volume compiles lessons learned by experienced field researchers, many of whom have faced demanding situations characterized by violence, distrust and social fragmentation. The authors offer options for studying the situations of people affected by conflict and, by focusing on ethical and security issues, seek ways to safeguard the interests and

In modern times there have been studies of the Roman Republican institutions as a whole as well as in-depth analyses of the senate, the popular assemblies, the tribunate of the plebs, the aedileship, the praetorship and the censorship. However, the consulship, the highest magistracy of the Roman Republic, has not received the same attention from scholars. The purpose of this book is to analyse the tasks that consuls performed in the civil sphere during their term of office between the years 367 and 50 BC, using the preserved ancient sources as its basis. In short, it is a study of the consuls 'at work', both within and outside the city of Rome, in such varied fields as religion, diplomacy, legislation, jurisdiction, colonisation, elections, and day-to-day politics. Clearly and accessibly written, it will provide an indispensable reference work for all scholars and students of the history of the Roman Republic.

Concern about the role and the limits of modeling has heightened after repeated questions were raised regarding the dependability and suitability of the models that were used in the run-up to the 2008 financial crash. In this book, Lawrence Boland provides an overview of the practices of and the problems faced by model builders to explain the nature of models, the modeling process, and the possibility for and nature of their testing. In a reflective manner, the author raises serious questions about the assumptions and judgments that model builders make in constructing models. In making his case, he examines the traditional microeconomics-macroeconomics separation with regard to how theoretical models are built and used and how they interact, paying particular attention to the use of equilibrium concepts in macroeconomic models and game theory and to the challenges involved in building empirical models, testing models, and using models to test theoretical explanations.

Concern about the role and the limits of modeling has heightened after repeated questions were raised regarding the dependability and suitability of the models that were used in the run-up to the 2008 financial crash. In this book, Lawrence Boland provides an overview of the practices of and the problems faced by model builders to explain the nature of models, the modeling process, and the possibility for and nature of their testing. In a reflective manner, the author raises serious questions about the assumptions and judgments that model builders make in constructing models. In making his case, he examines the traditional microeconomics-macroeconomics separation with regard to how theoretical models are built and used and how they interact, paying particular attention to the use of equilibrium concepts in macroeconomic models and game theory and to the challenges involved in building empirical models, testing models, and using models to test theoretical explanations.

George Evelyn Hutchinson (1903–91) was an Anglo-American zoologist, limnologist and ecologist who wrote extensively on a broad range of areas. In this book, which was first published in 1936, Hutchinson presents a beautifully written description of the places visited during the course of the Yale North India Expedition of 1932. The text focuses mainly on Hutchinson's experiences in Goa and Ladakh, providing abundant information on the culture and history of these regions. Numerous illustrative figures and a detailed notes section are also included. This book will be of value to anyone with an interest in India, Tibet and travel writing.

In the decades leading to the Civil War, popular conceptions of African American men shifted dramatically. The savage slave featured in 1830s' novels and stories gave way by the 1850s to the less-threatening humble black martyr. This radical reshaping of black masculinity in American culture occurred at the same time that the reading and writing of popular narratives were emerging as largely feminine enterprises. In a society where women wielded little official power, white female authors exalted white femininity, using narrative forms such as autobiographies, novels, short stories, visual images, and plays, by stressing differences that made white women appear superior to male slaves. This book argues that white women, as creators and consumers of popular culture media, played a pivotal role in the demasculinization of black men during the antebellum period, and consequently had a vital impact on the political landscape of antebellum and Civil War-era America through their powerful in