Pattern Classification Using Ensemble Methods

This book demonstrates how to formulate the equations of mechanical systems. Providing methods of analysis of complex mechanical systems, the book has a clear focus on efficiency, equipping the reader with knowledge of algorithms that provide accurate results in reduced simulation time.The book uses Kane's method due to its efficiency, and the simple resulting equations it produces in comparison to other methods and extends it with algorithms such as order-nKane's method compensates for the errors of premature linearization, which are often inherent within vibrations modes found in a great deal of public domain softwareDescribing how to build mathematical models of multibody systems with elastic components, the book applies this to systems such as construction cranes, trailers, helicopters, spacecraft, tethered satellites, and underwater vehiclesIt also looks at topics such as vibration, rocket dynamics, simulation of beams, deflection, and matrix formulationFlexible Multibody Dynamics

Jazz Improvisation Using Simple Melodic Embellishment teaches fundamental concepts of jazz improvisation, highlighting the development of performance skills through embellishment techniques. Written with the college-level course in mind, this introductory textbook is both practical and comprehensive, ideal for the aspiring improviser, focused not on scales and chords but melodic embellishment. It assumes some basic theoretical knowledge and level of musicianship while introducing multiple techniques, mindful that improvisation is a learned skill as dependent on hard work and organized practice as it is on innate talent.This jargon-free textbook can be used in both self-guided study and as a course book, fortified by an array of interactive exercises and activities:musical examplesperformance exerciseswritten assignmentspractice gridsresources for advanced studyand more!Nearly all musical exercises-presented throughout the text in concert pitch and transposed in the appendices for E-fla

This timely and original guide to qualitative internet research offers thought-provoking case studies and debates on the methods and theories surrounding contemporary internet research.

Second Language Research: Methodology and Design is a clear, comprehensive overview of cure issues in L2 research. Authored by well-known scholars in SLA and supported by a wealth of examples from actual studies and extensive pedagogical resources, this book first introduces students to the key topics and debates in L2 research. It then guides readers step-by step through the research process - from basic principles and collection methods through study design, and reporting - to the point of being able to conduct their own research from beginning to end.This book is an essential text for students and novice researchers of SLA, applied linguistics, and second and foreign language teaching. Key FeaturesA wealth of graphics, visuals and exercises in each chapter. "Time to think" and "Time to do" boxes within chaptersHelpful glossary and extensive author and subject indicesNew to This EditionSubstantially reorganized chaptersSignificantly expanded chapters on qualitative and mixed methodsS

The second edition of this easy-to-understand pocket guide remains an invaluable tool for students, assistant practitioners and radiographers. Providing an accessible introduction to the subject in a reader-friendly format, it includes diagrams and photographs to support the text. Each chapter provides clear learning objectives and a series of MCQs to test reader assimilation of the material.The book opens with overviews of image production, basic mathematics and imaging physics, followed by detailed chapters on the physics relevant to producing diagnostic images using X-rays and digital technologies. The content has been updated throughout and includes a new chapter on CT imaging and additional material on radioactivity, dosimetry, and imaging display and manipulation. Clark's Essential Physics in Imaging for Radiographers supports students in demonstrating an understanding of the fundamental definitions of physics applied to radiography ...all you need to know to pass your exams!

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

The field of fan studies has seen exponential growth in recent years and this companion brings together an internationally and interdisciplinarily diverse group of established scholars to reflect on the state of the field and to point to new research directions. Engaging an impressive array of media texts and formats and incorporating a variety of methodologies, this collection is organized into six main sections: methods and ethics, technologies and practices, identities, race and transcultural fandom, industry, and futures. Each section concludes with a conversation among some of the field's leading scholars and industry insiders to address a wealth of questions relevant to each section topic.