Download or read book Assessment and Treatment of Muscle Imbalance written by Phillip Page and published by Human Kinetics Publishers. This book was released on 2010 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assessment and Treatment of Muscle Imbalance: The Janda Approachblends postural techniques, neurology, and functional capabilities in order to alleviate chronic musculoskeletal pain and promote greater functionality. Developed by Vladimir Janda, respected neurologist and physiotherapist , the Janda approach presents a unique perspective to rehabilitation. In contrast to a more traditional structural view, the Janda approach is functional—emphasizing the importance of the sensorimotor system in controlling movement and chronic musculoskeletal pain syndromes from sports and general activities.Assessment and Treatment of Muscle Imbalance: The Janda Approachis the only text to offer practical, evidence-based application of Janda’s theories. Filled with illustrations, photos, and step-by-step instructions, Assessment and Treatment of Muscle Imbalanceuses a systematic approach in presenting information that can be used in tandem with other clinical techniques. This resource for practitioners features the following tools: --A rationale for rehabilitation of the musculoskeletal sytem based on the relationship between the central nervous system and the motor system --A systematic method for the functional examination of the muscular system --Treatment processes focusing on the triad of normalization of peripheral structures, restoration of muscle balance, and facilitation of afferent systems and sensorimotor training --The role of muscle imbalance and functional pathology of sensorimotor systems for specific pain complaints, including cervical pain syndrome, upper- and lower-extremity pain syndromes, and low back pain syndromes Assessment and Treatment of Muscle Imbalanceprovides an evidence-based explanation of muscle imbalance. The step-by-step Janda system of evaluation is explained—including analysis of posture, balance, and gait; evaluation of movement patterns; testing of muscle length; and assessment of the soft tissue. The text explores treatment options for muscle imbalance through facilitation and inhibition techniques and sensorimotor training to restore neuromsucular function. It also includes four case studies examining musculoskeletal conditions and showing how the Janda approach compares with other treatments. This text combines theory, evidence, and applications to assist clinicians in implementing the Janda approach into their practice. Assessment and Treatment of Muscle Imbalance: The Janda Approachfocuses on the neurological aspects of muscle imbalance that are common causes of pain and dysfunction in sports and occupational activities. By distilling the scientific works of Vladimir Janda into a practical, systematic approach, this unique resource will assist health care providers in treating patients with musculoskeletal complaints as well as exercise professionals in developing appropriate exercise prescription and training programs.
Download or read book Learning from Imbalanced Data Sets written by Alberto Fernández and published by Springer. This book was released on 2018-10-22 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a general and comprehensible overview of imbalanced learning. It contains a formal description of a problem, and focuses on its main features, and the most relevant proposed solutions. Additionally, it considers the different scenarios in Data Science for which the imbalanced classification can create a real challenge. This book stresses the gap with standard classification tasks by reviewing the case studies and ad-hoc performance metrics that are applied in this area. It also covers the different approaches that have been traditionally applied to address the binary skewed class distribution. Specifically, it reviews cost-sensitive learning, data-level preprocessing methods and algorithm-level solutions, taking also into account those ensemble-learning solutions that embed any of the former alternatives. Furthermore, it focuses on the extension of the problem for multi-class problems, where the former classical methods are no longer to be applied in a straightforward way. This book also focuses on the data intrinsic characteristics that are the main causes which, added to the uneven class distribution, truly hinders the performance of classification algorithms in this scenario. Then, some notes on data reduction are provided in order to understand the advantages related to the use of this type of approaches. Finally this book introduces some novel areas of study that are gathering a deeper attention on the imbalanced data issue. Specifically, it considers the classification of data streams, non-classical classification problems, and the scalability related to Big Data. Examples of software libraries and modules to address imbalanced classification are provided. This book is highly suitable for technical professionals, senior undergraduate and graduate students in the areas of data science, computer science and engineering. It will also be useful for scientists and researchers to gain insight on the current developments in this area of study, as well as future research directions.
Download or read book Imbalance and Rebalance written by Yang Li and published by Springer. This book was released on 2017-10-05 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on global financial systems. After summarising historical financial institutions, it subsequently uses economic and econometrical models to analyse the strengths and weaknesses of these institutions and their role in the history. Readers, especially international readers, will be introduced to prominent Chinese scholars’ ideas and views on these issues. The perspective of this book is, of course, a Chinese one. As such, readers will learn how Chinese people view global financial systems, even those dominated by the West, what they think about future global finance, etc. As such, the book offers intriguing and revealing insights for researchers and a broader readership alike.
Download or read book Imbalanced Learning written by Haibo He and published by John Wiley & Sons. This book was released on 2013-06-07 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learning Imbalanced learning focuses on how an intelligent system can learn when it is provided with imbalanced data. Solving imbalanced learning problems is critical in numerous data-intensive networked systems, including surveillance, security, Internet, finance, biomedical, defense, and more. Due to the inherent complex characteristics of imbalanced data sets, learning from such data requires new understandings, principles, algorithms, and tools to transform vast amounts of raw data efficiently into information and knowledge representation. The first comprehensive look at this new branch of machine learning, this book offers a critical review of the problem of imbalanced learning, covering the state of the art in techniques, principles, and real-world applications. Featuring contributions from experts in both academia and industry, Imbalanced Learning: Foundations, Algorithms, and Applications provides chapter coverage on: Foundations of Imbalanced Learning Imbalanced Datasets: From Sampling to Classifiers Ensemble Methods for Class Imbalance Learning Class Imbalance Learning Methods for Support Vector Machines Class Imbalance and Active Learning Nonstationary Stream Data Learning with Imbalanced Class Distribution Assessment Metrics for Imbalanced Learning Imbalanced Learning: Foundations, Algorithms, and Applications will help scientists and engineers learn how to tackle the problem of learning from imbalanced datasets, and gain insight into current developments in the field as well as future research directions.
Download or read book Chemically Imbalanced written by Joseph E. Davis and published by University of Chicago Press. This book was released on 2020-03-10 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A study of how ordinary people deal with everyday problems through self-mastery and mental health care practices. Everyday suffering—those conditions or feelings brought on by trying circumstances that arise in everyone’s lives—is something that humans have grappled with for millennia. But the last decades have seen a drastic change in the way we approach it. In the past, a person going through a time of difficulty might keep a journal or see a therapist, but now the psychological has been replaced by the biological: instead of treating the heart, soul, and mind, we take a pill to treat the brain. Chemically Imbalanced is a field report on how ordinary people dealing with common problems explain their suffering, how they’re increasingly turning to the thin and mechanistic language of the “body/brain,” and what these encounters might tell us. Drawing on interviews with people dealing with struggles such as underperformance in school or work, grief after the end of a relationship, or disappointment with how their life is unfolding, Joseph E. Davis reveals the profound revolution in consciousness that is underway. We now see suffering as an imbalance in the brain that needs to be fixed, usually through chemical means. This has rippled into our social and cultural conversations, and it has affected how we, as a society, imagine ourselves and envision what constitutes a good life. Davis warns that what we envision as a neurological revolution, in which suffering is a mechanistic problem, has troubling and entrapping consequences. And he makes the case that by turning away from an interpretive, meaning-making view of ourselves, we thwart our chances to enrich our souls and learn important truths about ourselves and the social conditions under which we live. Praise for Chemically Imbalanced “Chemically Imbalanced is an excellent addition to the works in social sciences and humanities that examine the distress of ordinary Americans from the second half of the twentieth century onward, a period when commercialized pills and the psychology-based notion of self-improvement entered the minds of Americans.” —Metascience “Chemically Imbalanced raises important questions, offers new insight into the power and reach of the biomedical model and neurobiological thinking, and I highly recommend it. I encourage readers to assign it, especially in graduate-level mental health and illness classes—or any class looking for a discussion on people’s experiences with suffering and the broad impacts of biomedical thinking and treatment.” —Social Forces
Download or read book Imbalance written by Tobias Schulze-Cleven and published by Routledge. This book was released on 2021-03-30 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Germany is a central case for research on comparative political economy, which has inspired theorizing on national differences and historical trajectories. This book assesses Germany’s political economy after the end of the "social democratic" 20th century to rethink its dominant properties and create new opportunities for using the country as a powerful lens into the evolution of democratic capitalism. Documenting large-scale changes and new tensions in the welfare state, company strategies, interest intermediation, and macroeconomic governance, the volume makes the case for analysing contemporary Germany through the politics of imbalance rather than the long-standing paradigm of institutional stability. This conceptual reorientation around inequalities and disparities provides much-needed traction for clarifying the causal dynamics that govern ongoing processes of institutional recomposition. Delving into the politics of imbalance, the volume explicates the systemic properties of capitalism, multivalent policy feedback, and the organizational foundations of creative adjustment as key vantage points for understanding new forms of distributional conflict within and beyond Germany. The chapters in this book were originally published as a special issue of German Politics.
Download or read book The Imbalance of Power written by Marc Brightman and published by Berghahn Books. This book was released on 2016-12-01 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Amerindian societies have an iconic status in classical political thought. For Montaigne, Hobbes, Locke, Hume and Rousseau, the native American ‘state of nature’ operates as a foil for the European polity. Challenging this tradition, The Imbalance of Power demonstrates ethnographically that the Carib speaking indigenous societies of the Guiana region of Amazonia do not fit conventional characterizations of ‘simple’ political units with ‘egalitarian’ political ideologies and ‘harmonious’ relationships with nature. Marc Brightman builds a persuasive and original theory of Amerindian politics: far from balanced and egalitarian, Carib societies are rife with tension and difference; but this imbalance conditions social dynamism and a distinctive mode of cohesion. The Imbalance of Power is based on the author’s fieldwork in partnership with Vanessa Grotti, who is working on a companion volume entitled Living with the Enemy: First Contacts and the Making of Christian Bodies in Amazonia.
Download or read book Perfect Imbalance written by Umesh Manathkar and published by . This book was released on 2019-05-31 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information Technology (IT) is at the center of every company's survival and growth. The CIOs leading the IT teams need to be business leaders first and technology leaders second. Perfect Imbalance, written by IT veteran, provides a robust framework to manage the conflicting objectives of business value, risk and cost in a systematic way.
Download or read book Perfect Imbalance China And Russia written by Una Aleksandra Berzina-cerenkova and published by World Scientific. This book was released on 2022-03-21 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perfect Imbalance seeks to answer one of the most important outstanding questions in twenty-first century politics: how close are Putin's Russia and Xi's China?Written by a scholar fluent in both Chinese and Russian, this book examines the current China-Russia partnership from several perspectives. First, what Vladimir Putin, Xi Jinping and their respective foreign policy establishments publicly say about the relationship between the countries. Second, how the two establishments frame their tangible cooperation on matters such as security, the Arctic, space, and international relations with other Eurasian countries. Finally, the book examines the impact of the COVID-19 pandemic upon Sino-Russian relations. Putin and Xi's stories, where possible, are cross-checked with what is really happening.Perfect Imbalance argues that although Russia has not pivoted towards China, and although there is no official Sino-Russian alliance is in sight, the relationship will continue to grow and expand in search for a perfect imbalance.
Download or read book Innate written by Serenity Rayne and published by . This book was released on 2021-10-10 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Confidence... Stability... Acceptance... Three words I'd never experienced, until recently, and all it took was displaying my wings and opening my heart to four very different men. All it took was displaying my wings and opening my heart to four very different men Raph - my boss. Older wiser, and a complete control freak; Christian - my best friend who knows all my deep, dark secrets; Gage - a cursed soldier, punished for centuries for speaking his mind.; and last, but by no means least, Cyrus - the son of Death himself. The male who's broken my heart more times than I could count. As if dealing with them weren't enough, I'm on Lucifer's radar and he wants me for himself. If I thought my life before the Mate Trials was hard, it's nothing compared to now. Saying I'm being hunted is an understatement. Before it was just because I was different, and my existence was blasphemy. Now? I'm being hunted because I have been named Samael's successor. The icing on this disaster cake? I'm pregnant and have a fifth mate. * Paranormal Reverse Harem Romance. Adult content.*
Download or read book Imbalance written by Tobias Schulze-Cleven and published by Routledge. This book was released on 2021-03-30 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Germany is a central case for research on comparative political economy, which has inspired theorizing on national differences and historical trajectories. This book assesses Germany’s political economy after the end of the "social democratic" 20th century to rethink its dominant properties and create new opportunities for using the country as a powerful lens into the evolution of democratic capitalism. Documenting large-scale changes and new tensions in the welfare state, company strategies, interest intermediation, and macroeconomic governance, the volume makes the case for analysing contemporary Germany through the politics of imbalance rather than the long-standing paradigm of institutional stability. This conceptual reorientation around inequalities and disparities provides much-needed traction for clarifying the causal dynamics that govern ongoing processes of institutional recomposition. Delving into the politics of imbalance, the volume explicates the systemic properties of capitalism, multivalent policy feedback, and the organizational foundations of creative adjustment as key vantage points for understanding new forms of distributional conflict within and beyond Germany. The chapters in this book were originally published as a special issue of German Politics.
Download or read book Sagittal Balance of the Spine written by Pierre Roussouly and published by Thieme. This book was released on 2019-07-25 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unique resource from internationally renowned experts details the key role of sagittal spine balance Through evolution, human verticality became associated with a wide range of normal pelvic shapes and associated pelvic incidence angles (PIs). While all types of sagittal alignment generally provide adequate support to young adults, age, stress, and related degeneration can progressively lead to sagittal imbalance and contribute to various spinal pathologies. Sagittal Balance of the Spine by Pierre Roussouly, João Luiz Pinheiro-Franco, Hubert Labelle, Martin Gehrchen, and a cadre of esteemed international contributors focuses on the importance of sagittal alignment and spino-pelvic shape identification in clinical practice. Offering the most comprehensive text on sagittal balance to date, this state-of-the-art, richly illustrated book fills a void in the literature, offering clinical pearls throughout seven sections and 24 chapters. Key Highlights The biomechanics of sagittal balance including spine modeling, primary parameters, spinal curves segmentation, and lumbar lordosis classification The role of sagittal balance in low back pain and degeneration, with discussion of spinal orientation and the contact forces theory, spinal degeneration associated with spinopelvic morphotypes, and compensatory mechanisms Comprehensive analysis of the relationship between sagittal imbalance and isthmic lysis spondylolisthesis, degenerative spondylolisthesis, Scheuermann's kyphosis, adolescent idiopathic scoliosis, and adult scoliosis Posterior and anterior treatment approaches – from spinal fixation and spinal fusion – to spinal osteotomy techniques and management of surgical failure This text is essential reading for every neurosurgical and orthopaedic resident, as well as veteran surgeons who evaluate and treat patients with spine conditions. Clinicians will learn why incorporating sagittal balance evaluations into spinal exams is integral to devising more effective treatment strategies and achieving improved outcomes.
Download or read book Encyclopedia of Machine Learning written by Claude Sammut and published by Springer Science & Business Media. This book was released on 2011-03-28 with total page 1061 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.
Download or read book Data Mining and Knowledge Discovery Handbook written by Oded Maimon and published by Springer Science & Business Media. This book was released on 2006-05-28 with total page 1378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository. This book first surveys, then provides comprehensive yet concise algorithmic descriptions of methods, including classic methods plus the extensions and novel methods developed recently. This volume concludes with in-depth descriptions of data mining applications in various interdisciplinary industries including finance, marketing, medicine, biology, engineering, telecommunications, software, and security. Data Mining and Knowledge Discovery Handbook is designed for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management.
Download or read book Imbalanced Classification with Python written by Jason Brownlee and published by Machine Learning Mastery. This book was released on 2020-01-14 with total page 463 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imbalanced classification are those classification tasks where the distribution of examples across the classes is not equal. Cut through the equations, Greek letters, and confusion, and discover the specialized techniques data preparation techniques, learning algorithms, and performance metrics that you need to know. Using clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover how to confidently develop robust models for your own imbalanced classification projects.
Download or read book Vertigo and Imbalance written by Scott D. Z. Eggers and published by . This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Avatar The Last Airbender Imbalance Library Edition written by Faith Erin Hicks and published by Dark Horse Comics. This book was released on 2020-06-16 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aang faces a decision from which there is no return! When Aang, Katara, Sokka, and Toph return to Earthen Fire Industries--the factory owned by Toph's father--Aang is surprised when their arrival is met with a cold shoulder. As soon as the team is asked for help at a business council meeting, the reason for the slight becomes clear: a massive bender-versus-non-bender conflict has gripped the town and is threatening to turn violent. In order to heal the divide and save the town, Aang and the team will all face tough decisions about power and identity that could tear them apart. Written by Faith Erin Hicks (The Adventures of Superhero Girl, The Nameless City) and drawn by Peter Wartman (Stonebreaker), in collaboration with Avatar: The Last Airbender creators Michael Dante DiMartino and Bryan Konietzko, this is the ultimate continuation of Avatar! Collects Avatar: The Last Airbender - Imbalance parts 1-3 (ATLA volumes 16-18).
