Pattern Classification Using Ensemble Methods

This first-of-its-kind handbook offers crucial information on the safety of drugs taken during pregnancy. It covers an exhaustive list of common and less common drugs and provides for each drug the FDA letter categorization and newly approved "Pregnancy and Lactation Labeling Rule (PLLR)" systems for rating drug risks in pregnancy, imposed by the U.S. Food and Drug Administration (FDA). Drugs in Pregnancy: A Handbook for Pharmacists and Physicians covers the pregnancy ramifications of using anti-infective, cardiovascular, hematologic, dermatologic drugs and drugs affecting the endocrine, central, autonomic, gastrointestinal, musculoskeletal systems in addition to herbs, vitamins and dietary supplements. To enable the reader to develop well-informed knowledge about a drug safety profile during pregnancy, three sections of data have been provided for each drug: FDA Category, Risk Summary, and Further Reading.

A book that helps toddlers adjust to using the potty in a fun and comfortable way. A charming and entertaining board book that helps toddlers adjust to using the potty in a fun and relatable way. Meet twins Johnny and Jasmine. It's time they started to try and use a potty and to wear pants. They HAVE pants, but Johnny just puts his on Teddy while Jasmine uses her potty as a slide for her toys! Follow along with the funny story as Johnny and Jasmine go through the ups and downs of their potty training journey, from getting comfortable with a potty, to positive reinforcement, hygiene, and understanding that accidents happen. Packed with handy tips and charming illustrations, Time To Use The Potty is the perfect way to introduce toilet training to your little one. Potty training has never been so easy - or so much fun!

Non-motor Parkinson's Disease is a burgeoning area of the movement disorders field, as patients increasingly live longer and encounter more late-stage symptoms. The spectrum of non-motor manifestations spans much of the body, with non-motor features occurring in all stages of the disease. Identification of symptoms is key for preserving quality of life and successful treatment. This is a practical manual on all aspects of pre-motor and non-motor manifestations of Parkinson's. The genetic causes of non-motor symptoms are detailed and methods of patient evaluation summarized. Topics such as autonomic and sexual dysfunction, mood disorders, and drug-induced symptoms of non-motor Parkinson's are covered in depth. This is an essential resource for movement disorder specialists, neurologists and other clinicians involved in caring for those with Parkinson's disease.

Using easy-to-follow mathematics, this textbook provides comprehensive coverage of block codes and techniques for reliable communications and data storage. It covers major code designs and constructions from geometric, algebraic, and graph-theoretic points of view, decoding algorithms, error control additive white Gaussian noise (AWGN) and erasure, and dataless recovery. It simplifies a highly mathematical subject to a level that can be understood and applied with a minimum background in mathematics, provides step-by-step explanation of all covered topics, both fundamental and advanced, and includes plenty of practical illustrative examples to assist understanding. Numerous homework problems are included to strengthen student comprehension of new and abstract concepts, and a solutions manual is available online for instructors. Modern developments, including polar codes, are also covered. An essential textbook for senior undergraduates and graduates taking introductory coding courses,

Bringing together a vivid array of analog and non-traditional sources, including colonial archives, newspaper reports, literature, oral histories, and interviews, Buried in the Red Dirt tells a story of life, death, reproduction and missing bodies and experiences during and since the British colonial period in Palestine. Using transnational feminist reading practices of existing and new archives, the book moves beyond authorized frames of collective pain and heroism. Looking at their day-to-day lives, where Palestinians suffered most from poverty, illness, and high rates of infant and child mortality, Frances Hasso's book shows how ideologically and practically, racism and eugenics shaped British colonialism and Zionist settler-colonialism in Palestine in different ways, especially informing health policies. She examines Palestinian anti-reproductive desires and practices, before and after 1948, critically engaging with demographic scholarship that has seen Zionist commitments to Jewis

This book provides a firm analytical base to discussions about injustice and the unequal distribution of gains from global production in the form of global monopsony capitalism. It utilizes the concept of reverse subsidies as the purchase of gendered labour and environmental services below their costs of production in garment value chains in India and other garment producing countries, such as Bangladesh and Cambodia. Environmental services, such as freshwater for garment manufacture and land for cotton production, are degraded by overuse and untreated waste disposal. The resulting higher profits from the low prices of garments are captured by global brands, using their monopsony position, with few buyers and myriad sellers, in the market. This book links the concept of reverse subsidies with those of injustice, inequality and sustainability in global production.

The Cambridge Companion to Literature and Psychoanalysis explains the link between literature and psychoanalysis for students, critics and teachers. It offers a twenty-first century resource for defining and analyzing the psychoanalytic dimensions of human creativity in contemporary society. Essays provide critical perspectives on selected canonical authors, such as William Shakespeare, Jane Austen, Virginia Woolf, Toni Morrison, and James Baldwin It also offers analysis of contemporary literature of social, sexual and political turmoil, as well as newer forms such as film, graphic narrative, and autofiction. Divided into five sections, each offering the reader different subject areas to explore, this volume shows how psychoanalytic approaches to literature can provide valuable methods of interpretation. It will be a key resource for students, teachers and researchers in the field of literature and psychoanalysis as well as literary theory.

The Cambridge Companion to Literature and Psychoanalysis explains the link between literature and psychoanalysis for students, critics and teachers. It offers a twenty-first century resource for defining and analyzing the psychoanalytic dimensions of human creativity in contemporary society. Essays provide critical perspectives on selected canonical authors, such as William Shakespeare, Jane Austen, Virginia Woolf, Toni Morrison, and James Baldwin It also offers analysis of contemporary literature of social, sexual and political turmoil, as well as newer forms such as film, graphic narrative, and autofiction. Divided into five sections, each offering the reader different subject areas to explore, this volume shows how psychoanalytic approaches to literature can provide valuable methods of interpretation. It will be a key resource for students, teachers and researchers in the field of literature and psychoanalysis as well as literary theory.

Foreign military intervention has had a profound impact on post-colonial African history and politics. Interventions have destabilized borderlands, overthrown governments, and taken a devastating toll on populations. Emizet F. Kisangani and Jeffrey Pickering advance a new theoretical framework and combine quantitative, qualitative, and historical methods to shed fresh light on these important but understudied events. Their detailed analysis brings understanding to supportive and hostile interventions and to interventions by former colonial states, non-colonial foreign actors, and African countries. Kisangani and Pickering also analyse military incursions into ungoverned territories and lands engulfed in civil war. Showcasing a variety of examples from the Second Congo War to the Ethiopian-Eritrean conflict, the book offers a rich and accessible examination of military intervention on the continent.

Covering both theory and experiment, this text describes the behaviour of homogeneous and density-stratified fluids over and around topography. Its presentation is suitable for advanced undergraduate and graduate students in fluid mechanics, as well as for practising scientists, engineers, and researchers. Using laboratory experiments and illustrations to further understanding, the author explores topics ranging from the classical hydraulics of single-layer flow to more complex situations involving stratified flows over two- and three-dimensional topography, including complex terrain. A particular focus is placed on applications to the atmosphere and ocean, including discussions of downslope windstorms, and of oceanic flow over continental shelves and slopes. This new edition has been restructured to make it more digestible, and updated to cover significant developments in areas such as exchange flows, gravity currents, waves in stratified fluids, stability, and applications to the atm

Covering both theory and experiment, this text describes the behaviour of homogeneous and density-stratified fluids over and around topography. Its presentation is suitable for advanced undergraduate and graduate students in fluid mechanics, as well as for practising scientists, engineers, and researchers. Using laboratory experiments and illustrations to further understanding, the author explores topics ranging from the classical hydraulics of single-layer flow to more complex situations involving stratified flows over two- and three-dimensional topography, including complex terrain. A particular focus is placed on applications to the atmosphere and ocean, including discussions of downslope windstorms, and of oceanic flow over continental shelves and slopes. This new edition has been restructured to make it more digestible, and updated to cover significant developments in areas such as exchange flows, gravity currents, waves in stratified fluids, stability, and applications to the atm

Rock physics encompasses practically all aspects of solid and fluid state physics. This book provides a unified presentation of the underlying physical principles of rock physics, covering elements of mineral physics, petrology and rock mechanics. After a short introduction on rocks and minerals, the subsequent chapters cover rock density, porosity, stress and strain relationships, permeability, poroelasticity, acoustics, conductivity, polarizability, magnetism, thermal properties and natural radioactivity. Each chapter includes problem sets and focus boxes with in-depth explanations of the physical and mathematical aspects of underlying processes. The book is also supplemented by online MATLAB exercises to help students apply their knowledge to numerically solve rock physics problems. Covering laboratory and field-based measurement methods, as well as theoretical models, this textbook is ideal for upper-level undergraduate and graduate courses in rock physics. It will also make a usef

Foreign military intervention has had a profound impact on post-colonial African history and politics. Interventions have destabilized borderlands, overthrown governments, and taken a devastating toll on populations. Emizet F. Kisangani and Jeffrey Pickering advance a new theoretical framework and combine quantitative, qualitative, and historical methods to shed fresh light on these important but understudied events. Their detailed analysis brings understanding to supportive and hostile interventions and to interventions by former colonial states, non-colonial foreign actors, and African countries. Kisangani and Pickering also analyse military incursions into ungoverned territories and lands engulfed in civil war. Showcasing a variety of examples from the Second Congo War to the Ethiopian-Eritrean conflict, the book offers a rich and accessible examination of military intervention on the continent.

Poland is celebrated internationally for its rich and varied performance traditions and theatre histories. This groundbreaking volume is the first in English to engage with these topics across an ambitious scope, incorporating Staropolska, the Polish-Lithuanian Commonwealth, the Enlightenment and Romanticism within its broad ambit. The book also discusses theatre cultures under socialism, the emergence of canonical practitioners and training methods, the development of dramaturgical forms and stage aesthetics and the political transformations attending the ends of the First and Second World Wars. Subjects of far-reaching transnational attention such as Jerzy Grotowski and Tadeusz Kantor are contextualised alongside theatre makers and practices that have gone largely unrecognized by international readers, while the participation of ethnic minorities in the production of national culture is given fresh attention. The essays in this collection theorise broad historical trends, movements,

Questioning others is one of the most powerful methods that children use to learn about the world. How does questioning develop? How is it socialized? And how can questioning be leveraged to support learning and education? In this volume, some of the world's leading experts are brought together to explore critical issues in the development of questioning. By collecting interdisciplinary and international perspectives from psychology and education, The Questioning Child presents research from a variety of distinct methodological and theoretical backgrounds. It synthesizes current knowledge on the role of question-asking in cognitive development and charts a path forward for researchers and educators to understand the pivotal function that questioning plays in child development and education.

The simplest guide to astronomy and stargazing!Grasping astronomy has never been easier. The awe of the night sky will soon turn into knowledge of the constellations, planets, and astrological phenomena!Bold graphics and easy-to-understand text make this visual guide the perfect introduction to astronomy and stargazing for those who have little time but a big thirst for knowledge. Inside you'll find:- Simple, easy-to-understand graphics that help to explain astronomy, space, and the night sky in a clear, visual way- The latest astronomical information on black holes, gravitational waves, the origin of the Universe, and the planets of the Solar System- User-friendly star-charts that guide you through the sky using brighter stars as "signposts" to locate harder-to-see objects- Essential advice on the practicalities of stargazing - from observing with the naked eye to using telescopesEach pared-back entry covers the essentials more clearly than ever before.

Using the theological work of Karl Barth as a resource for present-day inquiry, the contributors in this volume discuss the complex interconnections between the religious and the political designated by the term theo-politics. Speaking from various political and cultural contexts (Germany, the United Kingdom, the United States, Hong Kong, Taiwan, and the People's Republic of China) and different disciplinary perspectives (Protestant Theology, Political Sciences, and Sociology), the contributors address contemporary challenges in relating the religious and the political in Western and Asian societies. Topics analyzed include the impact of diverse cultural backgrounds on given theo-political arrangements, theological assessments of political power, the political significance of individual and communal Christian existence and the place of Christian communities in civil societies. In their nuanced discussions of these topics, the contributors neither advocate for a privatized, apolitical u

A highly visual fractured-fairy-tale retelling of Little Red Riding Hood (and a cat who loves cake) from Caldecott Honor-winner Barbara Lehman. With simple picture bubbles and pictograms, this is perfect for budding graphic novel readers. Little Red has baked a cake with their father, and is on the way to Grandma's house to make a delivery. But someone has been trailing them ever since they left home . . . someone who really loves cake. This playful retelling of a beloved classic is a visual delight, with references to other fairy tales hidden throughout Lehman's inviting illustrations. Master of the wordless picture book, Lehman tells a rich story using only pictures, perfect for teaching visual literacy and for budding graphic novel enthusiasts.

AbstractThis book comprehensively introduces the spinning principles, methods, processes and yarn structure, performance and application of various new types of textile yarns. The main content is divided into three parts: The first is the transformation and progress of traditional ring spinning, including Siro spinning, Sirofil spinning, compact spinning, cable spinning, etc. and their yarns; The second is the perfection and improvement of new spinning yarns, including rotor spinning, friction spinning, air-jet spinning, vortex spinning, etc. and their yarns; The third is the development and improvement of filament texturing, including false-twist texturing, air texturing, hot-fluid jet texturing, multiple texturing, etc. and their yarns.This book can be used as a textbook or reference book for undergraduates, postgraduates and international students majoring in textile, as well as a reference book for undergraduates and postgraduates majoring in materials (chemical fiber direction). I

While resistance to international courts is not new, what is new, or at least newly conceptualized, is the politics of backlash against these institutions. Saving the International Justice Regime: Beyond Backlash against International Courts is at the forefront of this new conceptualization of backlash politics. It brings together theories, concepts and methods from the fields of international law, international relations, human rights and political science and case studies from around the globe to pose - and answer - three questions related to backlash against international courts: What is backlash and what forms does it take? Why do states and elites engage in backlash against international human rights and criminal courts? What can stakeholders and supporters of international justice do to meet these contemporary challenges?

Digital and online learning is more prevalent than ever, making multimedia learning a primary objective for many instructors. The Cambridge Handbook of Multimedia Learning examines cutting-edge research to guide creative teaching methods in online classrooms and training. Recognized as the field's major reference work, this research-based handbook helps define and shape this area of study. This third edition provides the latest progress report from the world's leading multimedia researchers, with forty-six chapters on how to help people learn from words and pictures, particularly in computer-based environments. The chapters demonstrate what works best and establishes optimized practices. It systematically examines well-researched principles of effective multimedia instruction and pinpoints exactly why certain practices succeed by isolating the boundary conditions. The volume is founded upon research findings in learning theory, giving it an informed perspective in explaining precisely

Digital and online learning is more prevalent than ever, making multimedia learning a primary objective for many instructors. The Cambridge Handbook of Multimedia Learning examines cutting-edge research to guide creative teaching methods in online classrooms and training. Recognized as the field's major reference work, this research-based handbook helps define and shape this area of study. This third edition provides the latest progress report from the world's leading multimedia researchers, with forty-six chapters on how to help people learn from words and pictures, particularly in computer-based environments. The chapters demonstrate what works best and establishes optimized practices. It systematically examines well-researched principles of effective multimedia instruction and pinpoints exactly why certain practices succeed by isolating the boundary conditions. The volume is founded upon research findings in learning theory, giving it an informed perspective in explaining precisely

This monograph is the first to present the theory of global attractors of Hamiltonian partial differential equations. A particular focus is placed on the results obtained in the last three decades, with chapters on the global attraction to stationary states, to solitons, and to stationary orbits. The text includes many physically relevant examples and will be of interest to graduate students and researchers in both mathematics and physics. The proofs involve novel applications of methods of harmonic analysis, including Tauberian theorems, Titchmarsh's convolution theorem, and the theory of quasimeasures. As well as the underlying theory, the authors discuss the results of numerical simulations and formulate open problems to prompt further research.

The desire for humanity and the desire for security have co-existed as long as humans have been alive. As science has become increasingly sophisticated, so have the methods of self-defence by States. Nanotechnology is already changing warfare by increasing capabilities upon which armed forces are heavily reliant: more efficient energy storage, advanced photovoltaics, and improved military protective equipment to name a few of these developments. Some applications of nanomaterials by the military are both powerful and subtle, and have neurological and biological applications: 'devices that can infiltrate electronics and seize control at crucial moments, artificial “disease” agents that can rest harmlessly in victims' bodies until activated by an external signal'. The advance of the use or contemplation of use of these types of nanoscale applications by the military requires urgent analysis in light of existing international law, particularly in light of their potential effects on humans

Ginzburg–Landau theory is an important tool in condensed matter physics research, describing the ordered phases of condensed matter, including the dynamics, elasticity, and thermodynamics of the condensed configurations. In this systematic introduction to Ginzberg–Landau theory, both common and topological excitations are considered on the same footing (including their thermodynamics and dynamical phenomena). The role of the topological versus energetic considerations is made clear. Required mathematics (symmetry, including lattice translation, topology, and perturbative techniques) are introduced as needed. The results are illustrated using arguably the most fascinating class of such systems, high Tc superconductors subject to magnetic field. This book is an important reference for both researchers and graduate students working in condensed matter physics or can act as a textbook for those taking advanced courses on these topics.

A concise introduction to geophysical data processing - many of the techniques associated with the general field of time series analysis - for advanced students, researchers, and professionals. The textbook begins with calculus before transitioning to discrete time series via the sampling theorem, aliasing, use of complex sinusoids, development of the discrete Fourier transform from the Fourier series, and an overview of linear digital filter types and descriptions. Aimed at senior undergraduate and graduate students in geophysics, environmental science, and engineering with no previous background in linear algebra, probability, or statistics, this textbook draws scenarios and datasets from across the world of geophysics, and shows how data processing techniques can be applied to real-world problems using detailed examples, illustrations, and exercises (using MATLAB or similar computing environment). Online supplementary resources include datasets for students, and a solutions manual a

While resistance to international courts is not new, what is new, or at least newly conceptualized, is the politics of backlash against these institutions. Saving the International Justice Regime: Beyond Backlash against International Courts is at the forefront of this new conceptualization of backlash politics. It brings together theories, concepts and methods from the fields of international law, international relations, human rights and political science and case studies from around the globe to pose - and answer - three questions related to backlash against international courts: What is backlash and what forms does it take? Why do states and elites engage in backlash against international human rights and criminal courts? What can stakeholders and supporters of international justice do to meet these contemporary challenges?

Now notorious for its aridity and air pollution, Mexico City was once part of a flourishing lake environment. In nearby Xochimilco, Native Americans modified the lakes to fashion a distinctive and remarkably abundant aquatic society, one that provided a degree of ecological autonomy for local residents, enabling them to protect their communities' integrity, maintain their way of life, and preserve many aspects of their cultural heritage. While the area's ecology allowed for a wide array of socioeconomic and cultural continuities during colonial rule, demographic change came to affect the ecological basis of the lakes; pastoralism and new ways of using and modifying the lakes began to make a mark on the watery landscape and on the surrounding communities. In this fascinating study, Conway explores Xochimilco using native-language documents, which serve as a hallmark of this continuity and a means to trace patterns of change.