Pattern Classification Using Ensemble Methods

Bringing the collaborative process to life through an array of examples, Heather Witcher shows that sympathetic co-creation is far more than the mere act of writing together. While foregrounding the material aspects of collaboration – hands uniting on the page, blank space left for fellow contributors, the writing and exchanging of drafts – this study also illuminates its social aspects and its reliance on Victorian liberalism: dialogue, the circulation of correspondence, the lived experience of collaboration, and, on a less material plane, transhistorical collaborations with figures of the past. Witcher takes a broad approach to these partnerships and, in doing so, challenges traditional expectations surrounding the nature of authorship itself, not least its typical classification as a solitary activity. Within this new framework, collaboration enables the titles of 'coauthor,' 'influencer,' 'editor,' 'critic,' and 'inspiration' to coexist. This book celebrates the plurality of collab

Quasi-interpolation is one of the most useful and often applied methods for the approximation of functions and data in mathematics and applications. Its advantages are manifold: quasi-interpolants are able to approximate in any number of dimensions, they are efficient and relatively easy to formulate for scattered and meshed nodes and for any number of data. This book provides an introduction into the field for graduate students and researchers, outlining all the mathematical background and methods of implementation. The mathematical analysis of quasi-interpolation is given in three directions, namely on the basis (spline spaces, radial basis functions) from which the approximation is taken, on the form and computation of the quasi-interpolants (point evaluations, averages, least squares), and on the mathematical properties (existence, locality, convergence questions, precision). Learn which type of quasi-interpolation to use in different contexts and how to optimise its features to su

With an increasing global ageing population, the psychiatry of old age has become increasingly important. This revised second edition remains a succinct manual on the practice of psychiatry of old age, providing an up-to-date summary of existing knowledge, best practice and future challenges for the specialty, from a global perspective. Written by four leading clinicians, teachers and researchers, the book offers a much-needed international focus and is designed for use in a wide variety of countries and settings. Chapters are presented in a clear and practical way, enhanced by current and comprehensive further reading sections as well as tables and diagrams for quick assimilation and reference. The new edition is updated to incorporate new developments in assessment, investigation, classification, treatment and care since the publication of the first edition, including the ICD-11 and DSM-5. Essential reading for practising psychiatrists and geriatricians, as well as trainees, nurses a

An updated edition of a widely used textbook, offering a clear and comprehensive presentation of mathematics for undergraduate economics students.This text offers a clear and comprehensive presentation of the mathematics required to tackle problems in economic analyses, providing not only straightforward exposition of mathematical methods for economics students at the intermediate and advanced undergraduate levels but also a large collection of problem sets. This updated and expanded fourth edition contains numerous worked examples drawn from a range of important areas, including economic theory, environmental economics, financial economics, public economics, industrial organization, and the history of economic thought. These help students develop modeling skills by showing how the same basic mathematical methods can be applied to a variety of interesting and important issues. The five parts of the text cover fundamentals, calculus, linear algebra, optimization, and dynamics. The onl

The challenges faced by Latin American multinational companies, or multilatinas, often require unique strategies tailored to a demanding global environment. This book studies the strategies of internationalism exercised by large multilatinas, offering the first systematic, quantitative effort to examine the pattern of their international investments within the context of their competitive position in the domestic market. Multilatinas uncovers common strategies among sixty-two multilatinas from six countries, and emphasizes the unique challenges they face, as well as the diversity of their organizational resources. It also brings the institutional environment of Latin American countries to the fore, assessing its role as an essential component in understanding internationalization decisions. Finally, the book studies the role of non-market organizational resources such as bribes, negotiations and favours in business strategies. Multilatinas is an invaluable read for students, scholars,

A stunning counting gift book taking you on a journey through Moominvalley, using Tove Jansson's classic Moomin artwork.

Empirical translation studies is a rapidly evolving research area. This volume, written by world-leading researchers, demonstrates the integration of two new research paradigms: socially-oriented and data driven approaches to empirical translation studies. These two models expand current translation studies and stimulate reader debates around how development of quantitative research methods and integration with advances in translation technologies would significantly increase the research capacities of translation studies. Highly engaging, the volume pioneers the development of socially-oriented innovative research methods to enhance the current research capacities of theoretical (descriptive) translation studies in order to tackle real-life research issues, such as environmental protection and multicultural health promotion. Illustrative case studies are used, bringing insight into advanced research methodologies of designing, developing and analysing large scale digital databases for

How did they make that using LEGO® bricks?Find out! Meet the professional builders behind some amazing LEGO® models and learn all about how these creative experts make masterpieces using LEGO bricks.

Strongly regular graphs lie at the intersection of statistical design, group theory, finite geometry, information and coding theory, and extremal combinatorics. This monograph collects all the major known results together for the first time in book form, creating an invaluable text that researchers in algebraic combinatorics and related areas will refer to for years to come. The book covers the theory of strongly regular graphs, polar graphs, rank 3 graphs associated to buildings and Fischer groups, cyclotomic graphs, two-weight codes and graphs related to combinatorial configurations such as Latin squares, quasi-symmetric designs and spherical designs. It gives the complete classification of rank 3 graphs, including some new constructions. More than 100 graphs are treated individually. Some unified and streamlined proofs are featured, along with original material including a new approach to the (affine) half spin graphs of rank 5 hyperbolic polar spaces.

Mini Cross Stitch Projects is an inspiring collection of 100 small, colourful and fun motifs to stitch.Providing the perfect introduction for beginners, Mini Cross Stitch Projects will appeal to intermediate and advanced cross stitchers looking for inspiration. The book provides a detailed section on tools and materials, instructions on getting started, reading cross stitch charts, essential stitches and finishing touches. So many wonderful designs to choose from! From bees to bicycles, caravans to cupcakes, and rockets to rainbows, there are contemporary subjects and styles to suit every taste. Display your stitches in an embroidery hoop or frame, or choose a pattern that adorns clothing, home furnishings or other decorative items. There are useful tips on how to add your own personality to projects and ways to incorporate leftover thread or fabric.

Excel Power Pivot & Power Query For Dummies, 2nd Edtion will give data professionals a foundation in the using Excel to transform their data. Use Power Query to get your data into Excel, and then enrich that data using Power Pivot. Integrate your data from multiple platforms, improve business intelligence, and analyze at a higher level when you follow the step-by-step guides in this book. Excel enables professionals to save time and increase efficiency. Trust Dummies to help you reach your full data potential!

From that gallery in River North you haven’t visited yet to the lakeside weekend you keep meaning to plan, experience something new right here at home with Moon 52 Things to Do in Chicago.Cool things to do in and around the city: Wander over to the zodiac sculptures in Chinatown Square, or soak up some music and history at the Black Ensemble Theater. Try out surfing at Montrose Beach, rent a kayak on the Chicago River, or hike the elevated 606 trail. Browse for your next read at an independent bookstore, explore the street art in Pilsen, or admire the architecture on a stroll through the Beverly neighborhood. Catch a classic live blues show, sample Senegalese comfort food, or savor some Southside barbecue on a SundayDay trips and weekend getaways: Cycle through the Morton Arboretum, connect with nature in Door County, dive into history in Galena, or unwind for a couple days at the perfect lakeside cabinExperiences broken down by category: Find ideas for each season, activities for kids

An introduction to computational modeling for cognitive neuroscientists, covering both foundational work and recent developments. Cognitive neuroscientists need sophisticated conceptual tools to make sense of their field’s proliferation of novel theories, methods, and data. Computational modeling is such a tool, enabling researchers to turn theories into precise formulations. This book offers a mathematically gentle and theoretically unified introduction to modeling cognitive processes. Theoretical exercises of varying degrees of difficulty throughout help readers develop their modeling skills. After a general introduction to cognitive modeling and optimization, the book covers models of decision making; supervised learning algorithms, including Hebbian learning, delta rule, and backpropagation; the statistical model analysis methods of model parameter estimation and model evaluation; the three recent cognitive modeling approaches of reinforcement learning, unsupervised learning, and

What explains variation in human language? How are linguistic and social factors related? How do we examine possible semantic differences between variants? These questions and many more are explored in this volume, which examines syntactic variables in a range of languages. It brings together a team of internationally acclaimed authors to provide perspectives on how and why syntax varies between and within speakers, focusing on explaining theoretical backgrounds and methods. The analyses presented are based on a range of languages, making it possible to address the questions from a cross-linguistic perspective. All chapters demonstrate rigorous quantitative analyses, which expose the conditioning factors in language change as well as offering important insights into community and individual grammars. It is essential reading for researchers and students with an interest in language variation and change, and the theoretical framework and methods applied in the study of how and why syntax

DescriptionBook 3 of The Complete GEPT Practice Test is designed to help test-takers familiarize themselves with the High-Intermediate Level tests.Key FeaturesEight complete practice testsMatches the latest GEPT test formatRecorded using native speaker accentsComponentsDownloadable MP3sAnswer keyDetailed test explanations

The Genetic Analysis of Complex Disease provides a comprehensive introduction to the various strategies, designs, and methods of analysis for the study of human complex genetic disease. Chapt

Each book in this unique Maths Mastery series developed by experts covers all the essential skills for children in the first stages of their maths journey. Every topic is supported by clear examples and helpful hints to encourage proficiency. Aimed at children aged 8-9, this full-colour book will help your child explore different methods for addition and subtraction.

Each book in this unique Maths Mastery series developed by experts covers all the essential skills for children in the first stages of their maths journey. Every topic is supported by clear examples and helpful hints to encourage proficiency. Aimed at children aged 7-8, this full-colour book will help your child learn about different methods for addition and subtraction.

This lively workbook helps children develop their spelling skills, including using common prefixes and suffixes, silent letters, apostrophes and homophones. Varied activities, delightfully illustrated

Essential reading for anyone who has been asked to make a presentation, including advice on speech, using visuals, audience engagement, and how to deal with presenting online.

In this exciting new series of construction books for kids, we invite toddlers to learn how to build some of their favorite things! From using screws to set up the slide and a drill to set up the tunn

In this exciting new series of construction books for kids, we invite toddlers to learn how to build some of their favorite things! From using an auto level to survey the roadway to pouring the concre

DescriptionBook 1 of The Complete GEPT Practice Test is designed to help test-takers familiarize themselves with the Elementary Level tests.Key FeaturesEight complete practice testsMatches the latest GEPT test formatRecorded using native speaker accentsComponentsDownloadable MP3sAnswer keyDetailed test explanations

At just 10 years of age, Sky Brown became the youngest professional skateboarder in the world. Instead of using a coach, she learns her tricks online. She’s not afraid to take risks and push limits. A

Designed for introductory AutoCAD users, Discovering AutoCAD 2020 presents a hands-on, activity-based approach to the use of AutoCAD 2020 as a drafting tool--complete with techniques, tips, shortcuts, and insights that improve efficiency. Topics and tasks are carefully grouped to lead students logically through the AutoCAD command set, with the level of difficulty increasing steadily as skills are acquired through experience and practice. Straightforward explanations focus on what is relevant to actual drawing procedures, and illustrations show exactly what to expect on the computer screen. This edition features updates for the latest release of AutoCAD 2020, projects, and test questions for each chapter. Lessons are broken down into tasks listed at the beginning of each section, introducing students to the AutoCAD commands using a structured, intuitive approach and helping students anticipate what information will be needed at each new phase of the learning process. General Procedur

In the era of 'Algorithmic Medicine, ' the integration of Artificial Intelligence (AI) in healthcare holds immense potential to address critical challenges faced by the industry. Drawing upon the expertise and experience of the authors in medicine, data science, medical informatics, administration, and entrepreneurship, this textbook goes beyond theoretical discussions to outline practical steps for transitioning AI from the experimental phase to real-time clinical integration. Using the Translational Science methodology, each chapter of the book concisely and perspicuously addresses the key issues associated with AI implementation in healthcare. Covering technical, clinical, ethical, regulatory, and legal considerations, the authors present evidence-based solutions and frameworks to overcome these challenges. Engaging case studies and a literature review of peer-reviewed studies and official documents from reputed organizations provide a balanced perspective, bridging the gap between

This book provides an introduction into social science pedagogy in India. It delves into the interrelationships between society, social relationships, education and learning.Social science education in schools help build critical understanding of social processes and institutions. This book critically examines school spaces and approaches to social science teaching and pedagogy in modern Indian schools. It outlines distinguishing features, differences, and similarities in pedagogical models and also explains how these varied approaches can be applied in the teaching process. The book also addresses the challenges and possibilities of using technology and the experiences of using technology-based resources during the COVID-19 pandemic. Part of the series, 'Principles of Adaptive-based Teaching', this book will be of interest to students and teachers of education and sociology. It will also be of interest to teachers, educators, curriculum designers and social science course developers,

Find your inner warrior and develop your situational awareness Self-Defense For Dummies will teach you the basics of self-defense so that you can feel safe, no matter where you are. You'll learn how to protect yourself and your loved ones, with a focus on physical defense tactics, as well as strategies to avoid becoming a target. Feel like you're more in control of the situations that you encounter and learn techniques that can help you stay calm in high-stress situations. This book will teach you how to avoid areas, people, and situations that are dangerous, and how to be physically and mentally prepared to handle any threatening situation that you might suddenly find yourself in. Even if you're never attacked or threatened, you'll feel more confident and competent when you're prepared to protect yourself. Learn methods to help you protect yourself and others physicallyImprove your awareness of your surroundings and potential threatsDevelop your self-defense instincts and respond appr