Pattern Classification Using Ensemble Methods

A comprehensive and stylish guide in using the ancient practices of aromatherapy for modern wellbeing. Discover the power of one simple breath. Aromatherapy is the practice of using pure essential oil

For curious readers aged 6 and up, The Surprising Lives of Animals explores what humans and animals have in common. From building homes and using tools to getting the grumps and enjoying a bath–yes, a

Providing a contemporary and comprehensive look at the topical area of areal linguistics, this book looks systematically at different regions of the world whilst presenting a focussed and informed overview of the theory behind research into areal linguistics and language contact. The topicality of areal linguistics is thoroughly documented by a wealth of case studies from all major regions of the world and, with chapters from scholars with a broad spectrum of language expertise, it offers insights into the mechanisms of external language change. With no book currently like this on the market, The Cambridge Handbook of Areal Linguistics will be welcomed by students and scholars working on the history of language families, documentation and classification, and will help readers to understand the key area of areal linguistics within a broader linguistic context.

The power of national and transnational constitutional courts to issue binding rulings in interpreting the constitution or an international treaty has been endlessly discussed. What does it mean for democratic governance that non-elected judges influence politics and policies? The authors of Judicial Power - legal scholars, political scientists, and judges - take a fresh look at this problem. To date, research has concentrated on the legitimacy, or the effectiveness, or specific decision-making methods of constitutional courts. By contrast, the authors here explore the relationship among these three factors. This book presents the hypothesis that judicial review allows for a method of reflecting on social integration that differs from political methods, and, precisely because of the difference between judicial and political decision-making, strengthens democratic governance. This hypothesis is tested in case studies on the role of constitutional courts in political transformations, on

My Very First Stickers is a series of sticker books, each with removable activity pages that can be brought to life using the stickers provided. The book is filled with awesome things that go from zoo

My Very First Stickers is a series of sticker books, each with removable activity pages that can be brought to life using the stickers provided. Scenes include a castle, an enchanting land in the clou

Tells the whole story using excerpts from the original text-not just a primer!"People laugh at me because I use big words. But if you have big ideas, you have to use big words to express them, haven''

The bestselling scientific series is expanding! New scientific topics covered using whimsical artwork and humorous text, from leading medical expert Cara Florance!Cara and Jon Florance break down how

The bestselling scientific series is expanding! New scientific topics covered using whimsical artwork and humorous text, from leading medical expert Cara Florance!By treating vaccines as superheroes,

Green Technology deals with using science and technology to protect the environment as well as curb the negative impacts of human involvement. The emerging green technologies, covered in this book, wi

Program Evaluation: Embedding Evaluation into Program Design and Development provides an in-depth examination of the foundations, methods, and relevant issues in the field of evaluation. With an empha

Negotiation: Moving from Conflict to Agreement helps students see how negotiation is all around them. Using every day and business examples, authors Kevin W. Rockmann, Claus W. Langfred, and Matthew A

Violence: The Enduring Problem offers an interdisciplinary and reader-friendly exploration of the patterns and correlations of individual and collective violent acts using the most contemporary resear

Building upon the success of the first edition, Statistics Using Stata uses the latest version of Stata to meet the needs of today's students. Engaging and accessible for students from a variety of mathematical backgrounds, this textbook integrates statistical concepts with the Stata (version 16) software package. It aligns Stata commands with examples based on real data, enabling students to understand statistics in a way that reflects statistical practice. Capitalizing on Stata's menu-driven 'point and click' and program syntax interface, the chapters guide students from the comfortable 'point and click' environment to the beginnings of statistical programming. Its coverage of essential topics gives instructors flexibility in curriculum planning and provides students with more advanced material to prepare for future work. Online resources - including solutions to exercises, PowerPoint slides, and Stata syntax (do-files) for each chapter - allow students to review independently and ad

Mathematical analysis is key to the modeling and management of natural resources. By presenting required mathematical methods, classic dynamic models for non-renewable and renewable resources, and by exploring several contemporary problems, this text provides a foundation for advanced research. Topics include seminal models in fishery, forestry and non-renewable resource management, as well as an extensive collection of contemporary applications that include the optimal transition from fossil fuels to clean energy, the optimal timing of interventions to save endangered species, pest control and the optimal management of antibiotic resistance. Deterministic and stochastic models in both discrete and continuous time are covered. The book encourages students to pursue a deeper understanding of the analytics of resource problems and to deploy numerical methods when analytical results prove intractable. The combination of analysis, theory and applications will launch the next generation of

Mathematical analysis is key to the modeling and management of natural resources. By presenting required mathematical methods, classic dynamic models for non-renewable and renewable resources, and by exploring several contemporary problems, this text provides a foundation for advanced research. Topics include seminal models in fishery, forestry and non-renewable resource management, as well as an extensive collection of contemporary applications that include the optimal transition from fossil fuels to clean energy, the optimal timing of interventions to save endangered species, pest control and the optimal management of antibiotic resistance. Deterministic and stochastic models in both discrete and continuous time are covered. The book encourages students to pursue a deeper understanding of the analytics of resource problems and to deploy numerical methods when analytical results prove intractable. The combination of analysis, theory and applications will launch the next generation of

In the context of recent challenges to long-standing assumptions about the nature of Ennius' Annals and the editorial methods appropriate to the poem's fragmentary remains, this volume seeks to move Ennian studies forward on three axes. First, a re-evaluation of the literary and historical precedents for and building blocks of Ennius' poem in order to revise the history of early Latin literature. Second, a cross-fertilization of recent critical approaches to the fields of poetry and historiography. Third, reflection on the tools and methods that will best serve future literary and historical research on the Annals and its reception. Adopting different approaches to these broad topics, the fourteen papers in this volume illustrate how much can be said about Ennius' poem and its place in literary history independent of any commitment to inevitably speculative totalizing interpretations.

This textbook provides the knowledge and skills needed for thorough understanding of the most important methods and ways of thinking in experimental physics. The reader learns to design, assemble, and

Condensed matter physics has fast become the largest discipline within physics. Based on an established course, this comprehensive textbook covers one-body, many-body and topological perspectives. It is the first textbook that presents a comprehensive coverage of topological aspects of condensed matter as a distinct yet integrated component. It covers topological fundamentals and their connection to physics, introduces Berry phase and Chern numbers, describes general topological features of band structures and delineates its classification. Applications as manifest in the quantum Hall effect, topological insulators and Weyl semimetal are presented. Modern topics of current interest are explored in-depth, helping students prepare for cutting-edge research. These include one-electron band theory, path integrals and coherent states functional integrals as well as Green and Matsubara functions, spontaneous symmetry breaking, superfluidity and superconductivity. Multiple chapters covering q

Acclaimed for its clear, friendly style, excellent illustrations, leading author team, and compelling theme of exploration, Neuroscience: Exploring the Brain, 4e takes a fresh, contemporary approach to the study of neuroscience, emphasizing the biological basis of behavior. The authors’ passion for the dynamic field of neuroscience is evident on every page, engaging students and helping them master the material. In just a few years, the field of neuroscience has been transformed by exciting new technologies and an explosion of knowledge about the brain.The human genome has been sequenced, sophisticated new methods have been developed for genetic engineering, and new methods have been introduced to enable visualization and stimulation of specific types of nerve cells and connections in the brain. The new Fourth Edition has been fully updated to reflect these and other rapid advances in the field, while honoring its commitment to be student-friendly with striking new illustrations, addit

This book explains the methods used by Joseph Parnes, CEO of Technomart, to obtain consistent returns in the stock market. Most investors fail to surpass the Standard and Poor stock average, but Parne

Using the principles of CBT, these illustrated worksheets help adults to understand and manage feelings of stress. The activities follow the framework of a typical CBT course: how it works, looking

With so much technical information about research methods it is easy to lose sight of the bigger picture of why we carry out educational research and where and how research might contribute to the imp

This book provides a comprehensive look at the science, methods, designs, and limitations of nonimaging optics. It begins with an in-depth discussion on thermodynamically efficient optical designs and

This very practical guide will teach students everything they need to know to successfully apply theory, methods and approaches in real-life practice. It will assist in developing and hone their skill

This very practical guide will teach students everything they need to know to successfully apply theory, methods and approaches in real-life practice. It will assist in developing and hone their skill

An accessible history of the Bauhaus, tracing the ideas behind its conception and its highly influential teaching methods.

How to live a more sustainable life and create a calmer, healthier, eco-friendly home without using plastics. Making small lifestyle changes can make a big difference to our planet. Sustain is full

In this new book, Porsche 911: Legends Made of LEGO (R) , by Joachim (Joe) Klang, LEGO (R) enthusiasts can bring sports cars from the legendary Porsche 911 series to life in their own home using their

Fully revised to reflect the latest updates in the most popular creativity apps, this is the original, best-selling guide to using creative apps on your Apple device to produce your very own masterpie

Vegetarian meal planning is simple with 101 recipes using tofu that are healthy, delicious, and full of variety.Back by popular demand: 101 goes vegetarian! 101 Things to Do with Tofu makes vegetarian

You Can Draw Manga Chibi Characters, Critters & Scenes shows how to draw in the chibi style using simple steps and easy-to-find art tools. Also included are tips and techniques for designing your own

Just for Kids: You Can Draw Manga Chibis shows how to draw in the chibi style using simple steps and easy-to-find art tools, including tips and techniques for designing your own chibi characters.Just

A fully up-to-date companion to the successful A Beginner's Guide to Coding.Ever wondered how to make a computer follow instructions? Then it is time to get coding! Using the free programming language

Explore the laws and theories of physics in this accessible introduction to the forces that shape our Universe, our planet, and our everyday lives. Using a bold, graphic-led approach The Physics Boo

The bestselling scientific series is expanding! New scientific topics covered using whimsical artwork and humorous text, from leading medical expert Cara Florance! Fit your kids with little white lab

Bringing together contributions on a diverse range of topics, this text explores the relationship between discrete and continuum mechanics as a tool to model new and complex metamaterials. Providing a comprehensive bibliography and historical review of the field, it covers mechanical, acoustic and pantographic metamaterials, discusses Naive Model Theory and Lagrangian discrete models, and their applications, and presents methods for pantographic structures and variational methods for multidisciplinary modeling and computation. The relationship between discrete and continuous models is discussed from both mathematical and engineering viewpoints, making the text ideal for those interested in the foundation of mechanics and computational applications, and innovative viewpoints on the use of discrete systems to model metamaterials are presented for those who want to go deeper into the field. An ideal text for graduate students and researchers interested in continuum approaches to the study

Forensic linguistics is at the cutting edge of the undercover policing of child sexual abuse on the open internet and dark web, and language and identity is a fundamental part of this. The authors have drawn on their extensive experience in training undercover officers to develop innovative methods in identifying the creation and performance of online personas, crucial in detecting identity disguise online. This groundbreaking book demonstrates these methods through case studies, whilst also exploring the link between language and identity. By bringing together previously opposed positions in forensic authorship analysis, the book develops a novel theory of linguistic identity, which will resonate not just in forensic authorship research but in sociolinguistics more widely. This unique forensic linguistic project has real-life impact in assisting the police in their investigation of online abusers, and has impact for students and researchers of linguistics, through its contribution to

Successful investment strategies are specific implementations of general theories. An investment strategy that lacks a theoretical justification is likely to be false. Hence, an asset manager should concentrate her efforts on developing a theory rather than on backtesting potential trading rules. The purpose of this Element is to introduce machine learning (ML) tools that can help asset managers discover economic and financial theories. ML is not a black box, and it does not necessarily overfit. ML tools complement rather than replace the classical statistical methods. Some of ML's strengths include (1) a focus on out-of-sample predictability over variance adjudication; (2) the use of computational methods to avoid relying on (potentially unrealistic) assumptions; (3) the ability to “learn” complex specifications, including nonlinear, hierarchical, and noncontinuous interaction effects in a high-dimensional space; and (4) the ability to disentangle the variable search from the specific

Mick Johnson is determined not to make the same mistakes his father, a failed football hero, made. But after being tackled just short of the end zone in a big game, Mick begins using ?gym candy,” or s