Pattern Classification Using Ensemble Methods

This volume of new essays presents groundbreaking interpretations of some of the most central themes of Wittgenstein's philosophy. A distinguished group of contributors demonstrates how Wittgenstein's thought can fruitfully be applied to contemporary debates in epistemology, metaphilosophy and philosophy of language. The volume combines historical and systematic approaches to Wittgensteinian methods and perspectives, with essays providing detailed analysis that will be accessible to students as well as specialists. The result is a rich and illuminating picture of a key figure in twentieth-century philosophy and his continuing importance to philosophical study.

American engagement with international law has long been framed by commitment to the 'international rule of law', which persists even across divergent political and historical eras. Yet, despite appeals to legal ideals, American international law policy is consistently criticised as fraught with contradiction and distorted by beliefs in 'exceptionalism'. These contested claims of fidelity to law are the subject of this book: what does the 'international rule of law' mean for American legal policymakers even as they advocate competing commitments to international legal order? Answers are found in extensive evidence that American policymakers receive international law through established foreign policy ideologies, which correspond with divisions in both legal scholarship and diplomatic history. Using the case of the International Criminal Court, the book demonstrates that the very meaning of the international rule of law is structured by competing ideological beliefs; between American po

Redja's Principles of Risk Management and Insurance provides an in-depth examination of major risk themes. Using rich and up-to-date content on the basic concepts of risk and insurance, and introductory and advanced topics in traditional and enterprise risk management, the text is relevant to a wide number of disciplines in the business realm. Fully updated and revised, the 14th Edition covers global topics ranging from natural disasters and terrorism, to domestic issues like the ever-evolving Affordable CareAct and healthcare reform. Principles sets itself apart by placing primary emphasis on insurance consumers and blends basic risk management and insurance principles with consumer considerations, allowing students to apply basic concepts to their own personal risk management and insurance programs.

"ONCE upon a time there was a certain King of Sparta who had a most beautiful daughter, Helen by name. There was not a prince in Greece but wished to marry her. The King said to them: "Now you must all swear that you will be good friends with the man whom my daughter shall choose for her husband, and that if any one is wicked enough to steal her away from him, you will help him get her back." And this they did."Alfred J. Church dedicated his life to popularize the classics for young people. His translation of Homer's classic poems, the Iliad and the Odyssey, is done beautifully in his book while using the same meaning, intonation, and rhythm as when Homer originally composed the poems. The book is fully illustrated (in black and white) by John Flaxman.

A book that anyone who is an artist, embroiderer, textile artist or simply a lover of beautiful books will want to own. The embroidery of Jane E Hall is breathtaking, and in this gorgeous book she combines her love of butterflies with her outstanding talent as a textile artist to produce three-dimensional renditions of exquisitely worked butterflies that are almost indistinguishable from the real thing. Using the finest of silk threads and needles, Jane lovingly creates her butterflies' wings using the tiniest of stitches worked on to silk. They are then carefully cut away and the edges strengthened with hair-fine wire before being attached to the bodies, carefully crafted from air-drying modelling medium and brushed with whisper-fine threads to resemble hairs. The butterflies are then placed within a setting of silk leaves and flowers, all made with the same painstaking attention to detail and expert skill as the butterflies themselves. This book provides a fascinating introduction to

First Time in Paperback The Acadia Files: Book One, Summer Science presents five summer stories, each one followed by Acadia's science notebook pages with her simple explanations and lively, whimsical drawings of natural phenomena. The Acadia Files is a fun introduction to the wonders of science, using real-world scenarios to make scientific inquiry relatable and understandable. Parents and educators can use The Acadia Files to let kids discover for themselves what it's like to be curious about the world and to satisfy that curiosity with scientific thinking. The Acadia Files: Book One, Summer Science offers an engaging new way to apply the scientific method to real-world scenarios.Great for teaching STEAM

Does your child put themselves down frequently? Perhaps they have the tendency to think negatively and doubt their abilities? Do they worry about what other children think about them? These could be signs that your child is struggling with self-acceptance. This practical guide combines proven cognitive behavioral therapy and mindfulness methods used by child psychologists in schools with simple activities to help your child learn to believe in themselves. So much happens in the primary school years that can impact a child's emotional well-being, not just now but for years to come. Your child will be guided, with the help of Glow--a friendly and supportive character they can identify with--through fun and engaging activities that are interspersed with useful tips, inspirational statements, and practical information for parents.

Considering the overall situation of the current pandemic and pertinent recommendations, this book focuses on the use of Augmented Reality (AR) applications for COVID-19 outbreak along with techniques, tools and platforms to achieve social distancing and sanitization. It contains theoretical and practical knowledge of AR and remedies on how to cope with the technology including multiple use cases along with a set of recommendations. It illustrates application building using open source softwares with an interactive interface to aid the impaired users. The initial part of the book emphasizes on the basic knowledge of AR, technology, devices and rest of the relevant theories. Aimed at Researchers, students in augmented reality, technical healthcare professionals, practitioners, this book: Focusses on realization and visualization of Covid-19 pandemic using Augmented Reality (AR).Discusses how different AR Visualization techniques is implemented in different scenarios.Provides in-depth kn

《詩詞大玩家》是一款培養科學記憶法、鍛煉思維能力的卡牌遊戲。玩家需要運用手中的運籌卡兌換詩詞卡，收集完整的詩詞成為贏家，從而達到記憶古詩詞的目的。Poetry Players is a strategy game which cultivates scientific memory methods and trains thinking ability. Players need to use t

The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for model construction and performance evaluation, providing invaluable guidance for the researcher entering the field. It fully describes three key aspects of radiomic clinical practice: precision diagnosis, the therapeutic effect, and prognostic evaluation, which make radiomics a powerful tool in the clinical setting.This book is a very useful resource for scientists and computer engineers in machine learning and medical image analysis, scientists focusing on antineoplastic drugs, and radiologists, pathologists, oncologists, as well as surgeons wanting to understand radiomics and its potential in clinical practice.

本書集結六篇論文（第一、三、四、六篇德文，第二篇西班牙文，第五篇義大利文），本書為因應時代變遷下的教育環境及學生職涯挑戰，在教學方法上所提出新的論述及建構。 This book contains essays by various teachers from different universities and departments with the aim of presenting modern teaching methods for the changed learning and study conditions on the basis of theoretical preliminary considerations. Language teachers at Taiwanese universities often encounter similar difficulties in designing lessons: students’ increasing frustration and lack of motivation. Many students experience a high level of frustration and demotivation; they cannot find future prospects in language studies. Confronted with reality of time-consuming internships, part-time jobs and life, many students become painfully aware that a linguistic degree won’t prepare them for later work or provides career opportunities. In addition, they realize their low language skills and life experiences. Aware of that problem, the language departments have to find new teaching methods and create curricula which

Islam's fourth caliph, Ali, can be considered one of the most revered figures in Islamic history. His nearly universal portrayal in Muslim literature as a pious authority obscures centuries of contestation and the eventual rehabilitation of his character. In this book, Nebil Husayn examines the enduring legacy of the nawasib, early Muslims who disliked Ali and his descendants. The nawasib participated in politics and scholarly discussions on religion at least until the ninth century. However, their virtual disappearance in Muslim societies has led many to ignore their existence and the subtle ways in which their views subsequently affected Islamic historiography and theology. By surveying medieval Muslim literature across multiple genres and traditions including the Sunni, Mu'tazili, and Ibadi, Husayn reconstructs the claims and arguments of the nawasib and illuminates the methods that Sunni scholars employed to gradually rehabilitate the image of Ali from a villainous character to a r

This discussion will be centered on one ubiquitous and rather simple Egyptian object type – the wooden container for the human corpse. We will focus on the entire 'lifespan' of the coffin – how they were created, who bought them, how they were used in funerary rituals, where they were placed in a given tomb, and how they might have been used again for another dead person. Using evidence from Deir el Medina, we will move through time from the initial agreement between the craftsman and the seller, to the construction of the object by a carpenter, to the plastering and painting of the coffin by a draftsman, to the sale of the object, to its ritual use in funerary activities, to its deposit in a burial chamber, and, briefly, to its possible reuse.

This Element aims to connect the literature of street-level bureaucrats with that of policy entrepreneurship in order to analyze why and how bureaucrats operating at the street level can promote policy change in public administration at the individual level. I demonstrate how street-level bureaucrats act as policy entrepreneurs in different contexts around the globe to promote policy change and analyze what they think of policy entrepreneurship and what they do about it in practice. For this purpose, I use multiple research methods: a survey, in-depth interviews, focus groups and textual analyses. I also offer recommendations to decision-makers to promote street-level policy entrepreneurship, highlighting the benefits of doing so. Lastly, I critically discuss the normative aspects of street-level policy entrepreneurship: ultimately, is it desirable?

The field of grand strategy is exceptionally American-centric theoretically, methodologically and empirically. Indeed, many scholars treat the United States as a unique case, and thus incomparable. This Element addresses the shortcomings of this approach by developing a novel framework for the purpose of systematic comparison, both within and among different countries. Using the United States as a benchmark, three dimensions are considered in which grand strategy can be compared: first, attributes of the major types commonly discussed in the literature; second, similarities and differences in the implementation of grand strategies over time, using US strategic relations with contemporary Russia as an example; and finally, across space, properties of the grand strategies that are interactively employed by other major powers in relation to the United States in the Indo-Pacific. The Element can be used by scholars and students alike to expand analysis beyond the confines that currently do

The Tiananmen protests and Beijing massacre of 1989 were a major turning point in recent Chinese history. In this new analysis of 1989, Jeremy Brown tells the vivid stories of participants and victims, exploring the nationwide scope of the democracy movement and the brutal crackdown that crushed it. At each critical juncture in the spring of 1989, demonstrators and decision makers agonized over difficult choices and saw how events could have unfolded differently. The alternative paths that participants imagined confirm that bloodshed was neither inevitable nor necessary. Using a wide range of previously untapped sources and examining how ordinary citizens throughout China experienced the crackdown after the massacre, this ambitious social history sheds fresh light on events that continue to reverberate in China to this day.

Based on the author's forty years of teaching experience, this unique textbook covers both basic and advanced concepts of optimization theory and methods for process systems engineers. Topics covered include continuous, discrete and logic optimization (linear, nonlinear, mixed-integer and generalized disjunctive programming), optimization under uncertainty (stochastic programming and flexibility analysis), and decomposition techniques (Lagrangean and Benders decomposition). Assuming only a basic background in calculus and linear algebra, it enables easy understanding of mathematical reasoning, and numerous examples throughout illustrate key concepts and algorithms. End-of-chapter exercises involving theoretical derivations and small numerical problems, as well as in modeling systems like GAMS, enhance understanding and help put knowledge into practice. Accompanied by two appendices containing web links to modeling systems and models related to applications in PSE, this is an essential

Do you need to understand feedback? Perhaps you're a little rusty on theory basics? Dig in to this self-contained guide for an accessible and concise explanation of the fundamentals. Distills the relevant essence of linear system theory, calculus, differential equations, linear algebra, basic physics, numerical methods, and complex analysis, and links them back to an explanation of feedback theory. Provides a tight synthesis of analytical and conceptual understanding. Maintains a focus on common use cases. Whether you are a struggling undergraduate, a doctoral student preparing for your qualifying exams, or an industry practitioner, this easy-to-understand book invites you to relax, enjoy the material, and follow your curiosity.

Do you need to understand feedback? Perhaps you're a little rusty on theory basics? Dig in to this self-contained guide for an accessible and concise explanation of the fundamentals. Distills the relevant essence of linear system theory, calculus, differential equations, linear algebra, basic physics, numerical methods, and complex analysis, and links them back to an explanation of feedback theory. Provides a tight synthesis of analytical and conceptual understanding. Maintains a focus on common use cases. Whether you are a struggling undergraduate, a doctoral student preparing for your qualifying exams, or an industry practitioner, this easy-to-understand book invites you to relax, enjoy the material, and follow your curiosity.

foundations of duct acoustics to the acoustic design of duct systems, through practical modeling, optimization and measurement techniques. Discover in-depth analyses of one- and three-dimensional models of sound generation, propagation and radiation, as techniques for assembling acoustic models of duct systems from simpler components are described. Identify the weaknesses of mathematical models in use and improve them by measurement when needed. Cope with challenges in acoustic design, and improve understanding of the underlying physics, by using the tools described. An essential reference for engineers and researchers who work on the acoustics of fluid machinery ductworks.

Gartner and Segura consider the costs of war – both human and political – by examining the consequences of foreign combat, on domestic politics. The personal costs of war – the military war dead and injured – are the most salient measure of war costs generally and the primary instrument through which war affects domestic politics. The authors posit a general framework for understanding war initiation, war policy and war termination in democratic polities, and the role that citizens and their deaths through conflict play in those policy choices. Employing a variety of empirical methods, they examine multiple wars from the last 100 years, conducting analyses of tens of thousands of individuals across a wide variety of historical and hypothetical conditions, whilst also addressing policy implications. This study will be of interest to students and scholars in American foreign policy, international politics, public opinion, national security, American politics, communication studies, and m

Gartner and Segura consider the costs of war – both human and political – by examining the consequences of foreign combat, on domestic politics. The personal costs of war – the military war dead and injured – are the most salient measure of war costs generally and the primary instrument through which war affects domestic politics. The authors posit a general framework for understanding war initiation, war policy and war termination in democratic polities, and the role that citizens and their deaths through conflict play in those policy choices. Employing a variety of empirical methods, they examine multiple wars from the last 100 years, conducting analyses of tens of thousands of individuals across a wide variety of historical and hypothetical conditions, whilst also addressing policy implications. This study will be of interest to students and scholars in American foreign policy, international politics, public opinion, national security, American politics, communication studies, and m

The Tiananmen protests and Beijing massacre of 1989 were a major turning point in recent Chinese history. In this new analysis of 1989, Jeremy Brown tells the vivid stories of participants and victims, exploring the nationwide scope of the democracy movement and the brutal crackdown that crushed it. At each critical juncture in the spring of 1989, demonstrators and decision makers agonized over difficult choices and saw how events could have unfolded differently. The alternative paths that participants imagined confirm that bloodshed was neither inevitable nor necessary. Using a wide range of previously untapped sources and examining how ordinary citizens throughout China experienced the crackdown after the massacre, this ambitious social history sheds fresh light on events that continue to reverberate in China to this day.

At present, much of the research on bilingual cognition focuses on late second language learners of a small number of languages. In this fascinating book, Evangelia Adamou widens the net by integrating advances in the field of bilingualism with the study of endangered languages. Drawing on recent studies from Europe and Latin America, she demonstrates that experimental psycholinguistic methods can be successfully applied outside the lab and, conversely, how data from these understudied populations provide new insights into the adaptive capacities of the bilingual mind. Adamou shows how bilinguals manage competing conceptualizations of time and space, how their grammars and language mixing patterns adapt to cognitive constraints such as the need for simplification, and how language processing concurrently adapts to their complex bilingual experience. Combining statistical analyses with detailed linguistic and ethnographic information, this essential book will appeal to scholars of bilin

This modern text presents aerodynamic design of aircraft with realistic applications, using CFD software and guidance on its use. Tutorials, exercises, and mini-projects provided involve design of real aircraft, ranging from straight to swept to slender wings, from low speed to supersonic. Supported by online resources and supplements, this toolkit covers topics such as shape optimization to minimize drag and collaborative designing. Prepares seniors and first-year graduate students for design and analysis tasks in aerospace companies. In addition, it is a valuable resource for practicing engineers, aircraft designers, and entrepreneurial consultants.

This work is the first systematic discussion of arbitration from a constitutional perspective, covering the most important types of arbitration, including domestic arbitration in private law, international commercial arbitration, investment treaty arbitration, and state-to-state arbitration. Victor Ferreres Comella argues for the recognition of a constitutional right to arbitration in the private sphere and discusses the constraints that the state is entitled to place on this right. He also explores the conditions under which investment treaty arbitration is constitutionally legitimate, and highlights the shortcomings of international adjudication from a constitutional perspective. The rich landscape of arbitration is explained in clear language, avoiding unnecessary technical jargon. Using examples drawn from a wide variety of domains, Ferreres bridges the gap between constitutional and arbitral theory.

Governing Privacy in Knowledge Commons explores how privacy impacts knowledge production, community formation, and collaborative governance in diverse contexts, ranging from academia and IoT, to social media and mental health. Using nine new case studies and a meta-analysis of previous knowledge commons literature, the book integrates the Governing Knowledge Commons framework with Helen Nissenbaum's Contextual Integrity framework. The multidisciplinary case studies show that personal information is often a key component of the resources created by knowledge commons. Moreover, even when it is not the focus of the commons, personal information governance may require community participation and boundaries. Taken together, the chapters illustrate the importance of exit and voice in constructing and sustaining knowledge commons through appropriate personal information flows. They also shed light on the shortcomings of current notice-and-consent style regulation of social media platforms. Th

The middle of the second until the middle of the first century BCE is one of the most creative periods in the history of human thought, and an important part of this was the interaction between Roman jurists and Hellenistic philosophers. In this highly original book, René Brouwer shows how jurists transformed the study of law into a science with the help of philosophical methods and concepts, such as division, rules and persons, and also how philosophers came to share the jurists' preoccupations with cases and private property. The relevance of this cross-fertilization for present-day law and philosophy cannot be overestimated: in law, its legacy includes the academic study of law and the Western models of dispute resolution, while in philosophy, the method of casuistry and the concept of just property.

Malicious hackers utilize the World Wide Web to share knowledge. Analyzing the online communication of these threat actors can help reduce the risk of attacks. This book shifts attention from the defender environment to the attacker environment, offering a new security paradigm of 'proactive cyber threat intelligence' that allows defenders of computer networks to gain a better understanding of their adversaries by analyzing assets, capabilities, and interest of malicious hackers. The authors propose models, techniques, and frameworks based on threat intelligence mined from the heart of the underground cyber world: the malicious hacker communities. They provide insights into the hackers themselves and the groups they form dynamically in the act of exchanging ideas and techniques, buying or selling malware, and exploits. The book covers both methodology - a hybridization of machine learning, artificial intelligence, and social network analysis methods - and the resulting conclusions, det

Selecting good-quality sperm for use in in-vitro fertilization is a key step in assisted reproduction. For many years purely morphological attributes have been used to assess suitability, but increasingly biochemical and molecular biological techniques are now identifying sperm with the best chances of producing viable and healthy embryos. Focusing on modern sperm function testing, this manual provides technical details of commonly used tests and gives an overview of the laboratory techniques used to evaluate sperm samples. Covering a variety of testing methods in detail, from manual and computer-assisted semen analysis to zona pellucida binding assays, and tests assessing sperm DNA damage such as the TUNEL assay. Describing the underlying science, practical advice for performing the tests is given, including tips for optimizing outcomes and trouble-shooting. This is an essential guide for reproductive medicine specialists, clinical andrologists, urologists and gynecologists working wi

Macroeconomics: An Introduction, provides a lucid and novel introduction to macroeconomic issues. It introduces the reader to an alternative approach of understanding macroeconomics, which is inspired by the works of Adam Smith, David Ricardo, Karl Marx, John Maynard Keynes, and Piero Sraffa. It also presents the reader with a critical account of mainstream marginalist macroeconomics. The book begins with a brief history of economic theories and then takes the reader through three different ways of conceptualizing the macroeconomy. Subsequently, the theories of money and interest rates, output and employment levels, and economic growth are discussed. The book ends by providing a policy template for addressing the macroeconomic concerns of unemployment and inflation. The conceptual discussion in Macroeconomics is situated within the context of the Indian economy. Besides using publicly available data, the contextual description is instantiated using excerpts from works of fiction by Ind

Jacques Bertrand offers a comparative-historical analysis of five nationalist conflicts over several decades in Southeast Asia. Using a theoretical framework to explain variance over time and across cases, he challenges and refines existing debates on democracy's impact and shows that, while democratization significantly reduces violent insurgency over time, it often introduces pernicious effects that fail to resolve conflict and contribute to maintaining deep nationalist grievances. Drawing on years of detailed fieldwork, Bertrand analyses the paths that led from secessionist mobilization to a range of outcomes. These include persistent state repression for Malay Muslims in Thailand, low level violence under a top-down 'special autonomy' for Papuans, reframing of mobilizing from nationalist to indigenous peoples in the Cordillera, a long and broken path to an untested broad autonomy for the Moros and relatively successful broad autonomy for Acehnese.

This book is a comprehensive treatise on infective and inflammatory pathologies of the cornea with corresponding clinical images and diagrammatic illustrations. Corneal infections and inflammations are a major cause of ocular morbidity and visual impairment. Early diagnosis and treatment can lead to improved visual outcome and quality of life.Both infectious (bacterial, fungal, viral and protozoan) and non-infectious keratitis that cause corneal vascularisation, scarring and vision loss are covered extensively. The illustrated clinical findings presented in the form of diagrams, photographs, cases and videos aim to serve as a practical teaching tool for fellows, trainees and practising ophthalmologists. KEY FEATURESFocuses on clinically relevant parts of corneal diseases, using illustrations with arrows indicating different pathologies and signsServes as a ready clinical compendium for trainees, fellows and ophthalmologistsExplores various corneal pathologies through a wealth of accomp

There is an increasingly widespread sense that Europe is in crisis. Notions of a shared European identity and a common European culture appear to be losing their purchase. This crisis is often seen as a conflict between a cosmopolitan and a nationalist idea of Europe. The reality is, however, considerably more complex, as the long history of the idea of Europe reveals. In The Idea of Europe: A Critical History, Shane Weller explores that history from its origins in classical antiquity to the present day. Drawing on a wide range of sources, he demonstrates that, all too often, seemingly progressive ideas of Europe have been shaped by Eurocentric, culturally supremacist, and even racist assumptions. Seeking to break with this troubling pattern, Weller calls for an idea of Europe shaped by a spirit of self-critique and by an openness to those cultures that have for so long been dismissed as non-European.

Macroeconomics: An Introduction, provides a lucid and novel introduction to macroeconomic issues. It introduces the reader to an alternative approach of understanding macroeconomics, which is inspired by the works of Adam Smith, David Ricardo, Karl Marx, John Maynard Keynes, and Piero Sraffa. It also presents the reader with a critical account of mainstream marginalist macroeconomics. The book begins with a brief history of economic theories and then takes the reader through three different ways of conceptualizing the macroeconomy. Subsequently, the theories of money and interest rates, output and employment levels, and economic growth are discussed. The book ends by providing a policy template for addressing the macroeconomic concerns of unemployment and inflation. The conceptual discussion in Macroeconomics is situated within the context of the Indian economy. Besides using publicly available data, the contextual description is instantiated using excerpts from works of fiction by Ind

An introduction to the theory and engineering practice that underpins the component design and analysis of radial flow turbocompressors. Drawing upon an extensive theoretical background and years of practical experience, the authors provide descriptions of applications, concepts, component design, analysis tools, performance maps, flow stability, and structural integrity, with illustrative examples. Features wide coverage of all types of radial compressor over many applications unified by the consistent use of dimensional analysis. Discusses the methods needed to analyse the performance, flow, and mechanical integrity that underpin the design of efficient centrifugal compressors with good flow range and stability. Includes explanation of the design of all radial compressor components, including inlet guide vanes, impellers, diffusers, volutes, return channels, de-swirl vanes and side-streams. Suitable as a reference for advanced students of turbomachinery, and a perfect tool for practi

Cesari argues that both religious and national communities are defined by the three Bs: belief, behaviour and belonging. By focusing on the ways in which these three Bs intersect, overlap or clash, she identifies the patterns of the politicization of religion, and vice versa, in any given context. Her approach has four advantages: firstly, it combines an exploration of institutional and ideational changes across time, which are usually separated by disciplinary boundaries. Secondly, it illustrates the heuristic value of combining qualitative and quantitative methods by statistically testing the validity of the patterns identified in the qualitative historical phase of the research. Thirdly, it avoids reducing religion to beliefs by investigating the significance of the institution-ideas connections, and fourthly, it broadens the political approach beyond state-religion relations to take into account actions and ideas conveyed in other arenas such as education, welfare, and culture.