Pattern Classification Using Ensemble Methods

This book discusses one of the most recent developments in interior-point methods, the arc-search techniques. Introducing these techniques result in an efficient interior-point algorithm with the lowe

"One of the primary references on analytical methods in soil science, Part 2 of the Methods series will be useful to all biogeoscientists, especially those with an interest in microbiology or bioreme

This textbook provides an overview of qualitive and quantitative methods used in different social sciences to investigate defence issues.

This textbook provides an overview of qualitive and quantitative methods used in different social sciences to investigate defence issues.

Tackling structural geology problems today requires a quantitative understanding of the underlying physical principles, and the ability to apply mathematical models to deformation processes within the Earth. Accessible yet rigorous, this unique textbook demonstrates how to approach structural geology quantitatively using calculus and mechanics, and prepares students to interface with professional geophysicists and engineers who appreciate and utilize the same tools and computational methods to solve multidisciplinary problems. Clearly explained methods are used throughout the book to quantify field data, set up mathematical models for the formation of structures, and compare model results to field observations. An extensive online package of coordinated laboratory exercises enables students to consolidate their learning and put it into practice by analyzing structural data and building insightful models. Designed for single-semester undergraduate courses, this pioneering text prepares

This Handbook offers an insightful journey through the landscape of research methods used to study the phenomenon of creativity, addressing the maturation of creativity research and its methodological

This book revisits Paul Ricoeur’s classification of Karl Marx, Friedrich Nietzsche, and Sigmund Freud as the “masters of suspicion”, and provides a thought-provoking critique for critical religious st

"The best single reference for both the theory and practice of soil physical measurements, Methods, Part 4 adopts a more hierarchical approach to allow readers to easily find their specific topic or m

An introduction to natural language processing with Python using spaCy, a leading Python natural language processing library.Natural Language Processing with Python and spaCy will show you how to crea

The enneagram is a personality classification system that describes the characteristics, behaviours, and core values of nine different personality types-enneatypes-each identified by a number. The Enn

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. A fully updated guide to nondestructive product testing practices and standardsThis up-to-date resource covers the latest methods for examining materials without destroying them or altering their structure. The book offers comprehensive details on the background, benefits, limitations, and applications of each technique.You will discover how to perform effective tests, interpret results, and formulate accurate decisions based on your findings. Ideal both as a textbook and as a study guide for the ANST certification exam, this book clearly discusses visual, ultrasonic, and thermal infrared testing-and much more. Handbook of Nondestructive Evaluation, Third Edition, covers:* Discontinuities origins and classification* Visual testing* Penetrant testing* Magnetic particle testing* Radiographic testing* U

This book integrates philosophy of science, data acquisition methods, and statistical modeling techniques to present readers with a forward-thinking perspective on clinical science. It reviews modern research practices in clinical psychology that support the goals of psychological science, study designs that promote good research, and quantitative methods that can test specific scientific questions. It covers new themes in research including intensive longitudinal designs, neurobiology, developmental psychopathology, and advanced computational methods such as machine learning. Core chapters examine significant statistical topics, for example missing data, causality, meta-analysis, latent variable analysis, and dyadic data analysis. A balanced overview of observational and experimental designs is also supplied, including preclinical research and intervention science. This is a foundational resource that supports the methodological training of the current and future generations of clinic

Covering the spectrum of cognitive decline in aging using illustrative cases, from mild impairment to dementia, this set of case studies offers a wide-ranging guide for trainees and clinicians. This second volume includes updated research diagnostic criteria and details of new imaging technology, including novel biomarkers such as PET amyloid and tau, to inform readers in clinical practice. Each case includes a clinical history, examination findings and special investigations, followed by diagnosis and discussion, to encourage clinical reasoning, integrative thinking, and problem-solving skills. To reinforce diagnostic skills, the cases include careful analysis of individual presenting patterns and up-to-date information on diagnostic classification and tools. The reader will be able to distinguish patients who need reassurance, closer follow-up or immediate referral to specialized services. With an international authorship, this book is for trainees and clinicians in neurology, psychi

This book integrates philosophy of science, data acquisition methods, and statistical modeling techniques to present readers with a forward-thinking perspective on clinical science. It reviews modern research practices in clinical psychology that support the goals of psychological science, study designs that promote good research, and quantitative methods that can test specific scientific questions. It covers new themes in research including intensive longitudinal designs, neurobiology, developmental psychopathology, and advanced computational methods such as machine learning. Core chapters examine significant statistical topics, for example missing data, causality, meta-analysis, latent variable analysis, and dyadic data analysis. A balanced overview of observational and experimental designs is also supplied, including preclinical research and intervention science. This is a foundational resource that supports the methodological training of the current and future generations of clinic

Anchored in simple and familiar physics problems, the author provides a focused introduction to mathematical methods in a narrative driven and structured manner. Ordinary and partial differential equation solving, linear algebra, vector calculus, complex variables and numerical methods are all introduced and bear relevance to a wide range of physical problems. Expanded and novel applications of these methods highlight their utility in less familiar areas, and advertise those areas that will become more important as students continue. This highlights both the utility of each method in progressing with problems of increasing complexity while also allowing students to see how a simplified problem becomes 're-complexified'. Advanced topics include nonlinear partial differential equations, and relativistic and quantum mechanical variants of problems like the harmonic oscillator. Physics, mathematics and engineering students will find 300 problems treated in a sophisticated manner. The insig

This accessible guide provides clear, practical explanations of key research methods in business studies, presenting a step-by-step approach to data collection, analysis and problem solving. Readers will learn how to formulate a research question, choose an appropriate research method, argue and motivate, collect and analyse data, and present findings in a logical and convincing manner. The authors evaluate various qualitative and quantitative methods and their consequences, guiding readers to the most appropriate research design for particular questions. Furthermore, the authors provide instructions on how to write reports and dissertations in a clearly structured and concise style. Now in its fifth edition, this popular textbook includes new and dedicated chapters on data collection for qualitative research, qualitative data analysis, data collection for quantitative research, multiple regression, and additional methods of quantitative analysis. Cases and examples have been updated t

This accessible guide provides clear, practical explanations of key research methods in business studies, presenting a step-by-step approach to data collection, analysis and problem solving. Readers will learn how to formulate a research question, choose an appropriate research method, argue and motivate, collect and analyse data, and present findings in a logical and convincing manner. The authors evaluate various qualitative and quantitative methods and their consequences, guiding readers to the most appropriate research design for particular questions. Furthermore, the authors provide instructions on how to write reports and dissertations in a clearly structured and concise style. Now in its fifth edition, this popular textbook includes new and dedicated chapters on data collection for qualitative research, qualitative data analysis, data collection for quantitative research, multiple regression, and additional methods of quantitative analysis. Cases and examples have been updated t

The series surveys research methods in soil microbiology, and this volume focuses on soil enzymology, the first full book to do so. Scientists working at the interface between biology and ecology disc

In the midst of an urban garden surrounded by an ensemble of housing, three timber residential developments have their own poetic radiance. Their creators, architects Jeanne Della Casa and Sylvie Pfae

Architects Jeanne Della Casa and Sylvie Pfaehler have been working on creating a remarkable oeuvre in Lausanne, Switzerland. In the midst of an urban garden and an ensemble of housing, three timber re

Learn about the state-of-the-art at the interface between information theory and data science with this first unified treatment of the subject. Written by leading experts in a clear, tutorial style, and using consistent notation and definitions throughout, it shows how information-theoretic methods are being used in data acquisition, data representation, data analysis, and statistics and machine learning. Coverage is broad, with chapters on signal acquisition, data compression, compressive sensing, data communication, representation learning, emerging topics in statistics, and much more. Each chapter includes a topic overview, definition of the key problems, emerging and open problems, and an extensive reference list, allowing readers to develop in-depth knowledge and understanding. Providing a thorough survey of the current research area and cutting-edge trends, this is essential reading for graduate students and researchers working in information theory, signal processing, machine le

Learning the alphabet is a lot more fun with clever die-cuts and kaleidoscopic artwork.Peek through an ant-shaped opening to see an intricate pattern made of colorful objects, animals, and graphic sha

Sensor Technologies for Civil Infrastructure, Volume 1: Sensing Hardware and Data Collection Methods for Performance Assessment, Second Edition, provides an overview of sensor hardware and its use in

Parents and caregivers everywhere can make easy cardboard projects using recycled materials that will provide hours of eco-friendly fun for children.At last, a genius way for families to put all that

This study guide is designed for students taking courses in electric power system analysis. The textbook includes examples, questions, and exercises that will help electric power engineering students to review and sharpen their knowledge of the subject and enhance their performance in the classroom. Offering detailed solutions, multiple methods for solving problems, and clear explanations of concepts, this hands-on guide will improve student's problem-solving skills and basic and advanced understanding of the topics covered in power system analysis courses.

Eco Colour: Environmentally Sustainable Dyes, by internationally renowned dyer and artist India Flint, draws on her decades of experience and experimentation in natural dyeing techniques to present an expert, highly accessible and achievable handbook of ecologically sustainable plant dye methods using renewable resources, most of which can be found in the average home garden. Eco Colour is regarded by many as a textbook of sustainability and uses an exciting range of projects to demonstrate a variety of techniques, some of them processes developed by the author, including the now widely adopted ecoprint. Projects range from the simplest imaginable, such as solar dyeing, in which the fabric and dye material are placed in a closed jar and left for a few weeks in a sunny spot, to the positively romantic, including dyeing with 'ice-flowers'. The result is a boundless range of pure, gentle, natural colours produced with the least possible harm to the environment and the dyer.

From knitting expert Brandi Harper, a must-have pattern book for modern knitters, with essays on self-care and sourcing creativityThere is no such thing as being kind-of a knitter―the wobbly scarves a

Many leading experts contribute to this follow-up to An Introduction to Reservoir Simulation using MATLAB/GNU Octave: User Guide for the MATLAB Reservoir Simulation Toolbox (MRST). It introduces more advanced functionality that has been recently added to the open-source MRST software. It is however a self-contained introduction to a variety of modern numerical methods for simulating multiphase flow in porous media, with applications to geothermal energy, chemical enhanced oil recovery (EOR), flow in fractured and unconventional reservoirs, and in the unsaturated zone. The reader will learn how to implement new models and algorithms in a robust, efficient manner. A large number of numerical examples are included, all fully equipped with code and data so that the reader can reproduce the results and use them as a starting point for their own work. Like the original textbook, this book will prove invaluable for researchers, professionals and advanced students using reservoir simulation me

This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.

This lucid, accessible introduction to supervised machine learning presents core concepts in a focused and logical way that is easy for beginners to follow. The author assumes basic calculus, linear algebra, probability and statistics but no prior exposure to machine learning. Coverage includes widely used traditional methods such as SVMs, boosted trees, HMMs, and LDAs, plus popular deep learning methods such as convolution neural nets, attention, transformers, and GANs. Organized in a coherent presentation framework that emphasizes the big picture, the text introduces each method clearly and concisely “from scratch” based on the fundamentals. All methods and algorithms are described by a clean and consistent style, with a minimum of unnecessary detail. Numerous case studies and concrete examples demonstrate how the methods can be applied in a variety of contexts.

This book presents specific methods for the physical rehabilitation, mental health restoration, and academic remediation of post-institutionalized international adoptees. The focus of the book is on the neurological, psychological, and educational consequences of complex childhood trauma in the context of a fundamental change in the social situation of development of former orphanage residents. A discussion of after-adoption traumatic experiences includes a critique of certain “conventional” approaches to the treatment of mental health issues and different disabilities in international adoptees. Using his 30-year background in research and clinical practice, the author expertly describes and analyses a range of methodologies in order to provide an integrated and practical system of “scaffolding” and “compensation” for the successful rehabilitation and remediation of children with ongoing traumatic experiences. This is essential reading for researchers and practicing clinicians concerne

Mattering, which is about feeling valued and adding value, is essential for health, happiness, love, work, and social well-being. We all need to feel valued by, and add value to, ourselves, others, co-workers, and community members. This book shows not only the signs, significance, and sources of mattering, but also presents the strategies to achieve mattering in our personal and professional lives. It uses research-based methods of change to help people achieve a higher sense of purpose and a deeper sense of meaning. Each chapter gives therapists, managers, teachers, parents, and healthcare professionals the tools needed to optimize personal and collective well-being and productivity. The volume explains how promoting mattering within communities fosters wellness and fairness in equal measure. By using the new science of feeling valued and adding value, the authors provide a guide to promoting happier lives and healthier societies.

Mattering, which is about feeling valued and adding value, is essential for health, happiness, love, work, and social well-being. We all need to feel valued by, and add value to, ourselves, others, co-workers, and community members. This book shows not only the signs, significance, and sources of mattering, but also presents the strategies to achieve mattering in our personal and professional lives. It uses research-based methods of change to help people achieve a higher sense of purpose and a deeper sense of meaning. Each chapter gives therapists, managers, teachers, parents, and healthcare professionals the tools needed to optimize personal and collective well-being and productivity. The volume explains how promoting mattering within communities fosters wellness and fairness in equal measure. By using the new science of feeling valued and adding value, the authors provide a guide to promoting happier lives and healthier societies.

In the last few years, Algorithms for Convex Optimization have revolutionized algorithm design, both for discrete and continuous optimization problems. For problems like maximum flow, maximum matching, and submodular function minimization, the fastest algorithms involve essential methods such as gradient descent, mirror descent, interior point methods, and ellipsoid methods. The goal of this self-contained book is to enable researchers and professionals in computer science, data science, and machine learning to gain an in-depth understanding of these algorithms. The text emphasizes how to derive key algorithms for convex optimization from first principles and how to establish precise running time bounds. This modern text explains the success of these algorithms in problems of discrete optimization, as well as how these methods have significantly pushed the state of the art of convex optimization itself.

Turbulence and the associated turbulent transport of scalar and vector fields is a classical physics problem that has dazzled scientists for over a century, yet many fundamental questions remain. Igor Rogachevskii, in this concise book, systematically applies various analytical methods to the turbulent transfer of temperature, particles and magnetic field. Introducing key concepts in turbulent transport including essential physics principles and statistical tools, this interdisciplinary book is suitable for a range of readers such as theoretical physicists, astrophysicists, geophysicists, plasma physicists, and researchers in fluid mechanics and related topics in engineering. With an overview to various analytical methods such as mean-field approach, dimensional analysis, multi-scale approach, quasi-linear approach, spectral tau approach, path-integral approach and analysis based on budget equations, it is also an accessible reference tool for advanced graduates, PhD students and resea

How can the classical Karnatik music of South India illuminate performers' and researchers' understanding of the art music of seventeenth-century Italy, and specifically Monteverdi's operas? Both art forms attach great value to the skill of vocal ornamentation, and by exploring the singer's practice moving between them, this Element reveals how intercultural approaches can enable the reconsideration of the history of Western music from a global perspective. Using methods from historical and comparative musicology, theory and practice-based research, Charulatha Mani analyses vocal ornamentation and technique and arrives at an innovative approach to studying musics from the past. Musical practice, the author argues, is an enactment of hybridity and the artistic product of plurality. Specifically, in early modern Europe the fluid movement of musicians from the East paved the way to a plurality of musical cultures. This finding holds deep implications for diversity in and decolonisation of

In the last few years, Algorithms for Convex Optimization have revolutionized algorithm design, both for discrete and continuous optimization problems. For problems like maximum flow, maximum matching, and submodular function minimization, the fastest algorithms involve essential methods such as gradient descent, mirror descent, interior point methods, and ellipsoid methods. The goal of this self-contained book is to enable researchers and professionals in computer science, data science, and machine learning to gain an in-depth understanding of these algorithms. The text emphasizes how to derive key algorithms for convex optimization from first principles and how to establish precise running time bounds. This modern text explains the success of these algorithms in problems of discrete optimization, as well as how these methods have significantly pushed the state of the art of convex optimization itself.

Over the past decades, public trust in medical professionals has steadily declined. This decline of trust and its replacement by ever tighter regulations is increasingly frustrating physicians. However, most discussions of trust are either abstract philosophical discussions or social science investigations not easily accessible to clinicians. The authors, one a surgeon-turned-philosopher, the other an analytical philosopher working in medical ethics, joined their expertise to write a book which straddles the gap between the practical and theoretical. Using an approach grounded in the methods of conceptual analysis found in analytical philosophy which also draws from approaches to medical diagnosis, the authors have conceived an internally coherent and comprehensive definition of trust to help elucidate the concept and explain its decline in the medical context. This book should appeal to all interested in the ongoing debate about the decline of trust - be it as medical professionals, m

This book gives an up-to-date overview of methodological and data-analytical issues of cross-cultural studies. Written by leading experts in the field, it presents the most important tools for doing cross-cultural research and outlines design considerations, methods, and analytical techniques that can improve ecological validity and help researchers to avoid pitfalls in cross-cultural psychology. By focusing on the relevant research questions that can be tackled with particular methods, it provides practical guidance on how to translate conceptual questions into decisions on study design and statistical techniques. Featuring examples from cognitive and educational assessment, personality, health, and intercultural communication and management, and illustrating key techniques in feature boxes, this concise and accessible guide is essential reading for researchers, graduate students, and professionals who work with culture-comparative data.

"A fantastic book that gives deep insights into your personality, life, and journey based on your birth card." --Theresa ReedThe tarot cards associated with your birth date and name form a pattern of