Imbalance
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Imbalance And Rebalance
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Author : Yang Li
language : en
Publisher: Springer
Release Date : 2017-10-05
Imbalance And Rebalance written by Yang Li and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-05 with Business & Economics categories.
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.
Imbalanced Learning
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Author : Haibo He
language : en
Publisher: John Wiley & Sons
Release Date : 2013-06-07
Imbalanced Learning written by Haibo He and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-07 with Technology & Engineering categories.
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.
The Dark Imbalance
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Author : Sean Williams
language : en
Publisher: Open Road Media
Release Date : 2014-04-01
The Dark Imbalance written by Sean Williams and has been published by Open Road Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-04-01 with Fiction categories.
The ruins of Sol System have been empty for thousands of years. A place of death and mystery, it is shunned by all--until now. DEADLINE TO DESTRUCTION: Renegade intelligence agent Morgan Roche arrives hot on the heels of the clone warriors--enemies she has been charged by the High Humans to stop before they destroy everything. What she finds--the largest fleet assembled in half a million years, with no central authority, no-one in charge--threatens to stretch her resources beyond their limit. There, under the light of the star called Sol, Morgan Roche will uncover the final truth about the AI called The Box, about the man called Adoni Cane, and about the High Human called the Crescend. That truth will cost her dearly… “Space opera of the ambitious, galaxy-spanning sort” --New York Review of SF “Space opera, like its grand musical cousin, couldn't exist without duplicity, ambition, lust, stupidity, and greed, and by the time the fat lady sings, whole worlds can be laid waste - and, oddly enough, it's this recognition of pain and evil as the generating forces of adventure that make A Dark Imbalance so satisfying.” --Locus “A story that twists and turns back on itself and keeps the reader always off-balance. There is danger, adventure and a labyrinth of loyalties. Excellent.” --SF Site Winner of the Aurealis Award. (Formerly published as A DARK IMBALANCE)
Assessment And Treatment Of Muscle Imbalance
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Author : Phillip Page
language : en
Publisher: Human Kinetics Publishers
Release Date : 2010
Assessment And Treatment Of Muscle Imbalance written by Phillip Page and has been published by Human Kinetics Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Medical categories.
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.
Oxford Textbook Of Vertigo And Imbalance
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Author : Adolfo Bronstein
language : en
Publisher: Oxford University Press
Release Date : 2013-02-21
Oxford Textbook Of Vertigo And Imbalance written by Adolfo Bronstein and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-21 with Medical categories.
Vertigo, dizziness, and imbalance rank amongst the most common presenting symptoms in neurology, ENT, geriatric medicine, and general practice. These symptoms can originate from many different organs and systems, such as the inner ear, general medical conditions, and neurological and psychological disorders. The Oxford Textbook of Vertigo and Imbalance covers the scientific basis, clinical diagnosis, and treatments for the disorders leading to dizziness and poor balance. Each chapter comprehensively covers the established knowledge of each disorder, as well as introducing the reader to the latest research aspects. Additionally, the specialist authors offer their own clinical opinions based on practice and experience. Didactic tables, figures, and diagrams are used throughout this volume to enhance understanding. The print edition is complemented by an online version, which allows access to the full content of the textbook, contains links from the references to primary research journal articles, allows full text searches, and provides access to figures and tables that can be downloaded to PowerPointRG.
Perfect Imbalance China And Russia
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Author : Una Aleksandra Berzina-cerenkova
language : en
Publisher: World Scientific
Release Date : 2022-03-21
Perfect Imbalance China And Russia written by Una Aleksandra Berzina-cerenkova and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-21 with Political Science categories.
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.
One Disease Redox Imbalance
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Author : Michael Sherer
language : en
Publisher:
Release Date : 2020-12-15
One Disease Redox Imbalance written by Michael Sherer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-15 with categories.
"Stress causes disease. Redox imbalance is why." From that six-word thesis, "One Disease: Redox Imbalance" builds the provocative case that stress-driven oxidative and reductive stress, aka redox balance, is the root cause of chronic diseases ranging from aging to cancer, heart disease, diabetes, mental illness and more. Author Michael Sherer has synthesized research drawn from over 240,000 articles on Pubmed to explain what redox imbalance is, why you and even your doctor have not heard of it, and to make the case that redox imbalance represents a fundamentally different paradigm for understanding health and treating disease. Redox Imbalance is the disease we don't diagnose, measure or treat, and yet it's driving over $1.5 trillion in healthcare spending in the US alone. Redox health, the new paradigm, promises better results at lower costs, but only if we recognize the significance of this body of important research that is relatively unknown outside the research community of redox biologists.
Chemical Imbalance
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Author : Lauren Wilson
language : en
Publisher: Dramatists Play Service Inc
Release Date : 2008
Chemical Imbalance written by Lauren Wilson and has been published by Dramatists Play Service Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Good and evil categories.
THE STORY: A darkly comic adaptation of Robert Louis Stevenson's Strange Case of Dr. Jekyll and Mr. Hyde . In Victorian England, repressed impulses burst their corsets as Dr. Jekyll's experiments in the nature of evil threaten to reveal the b
Learning From Imbalanced Data Sets
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Author : Alberto Fernández
language : en
Publisher: Springer
Release Date : 2018-10-22
Learning From Imbalanced Data Sets written by Alberto Fernández and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-22 with Computers categories.
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.
Estimation And Compensation Of Iq Imbalance In Broadband Communications Receivers
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Author : Marcus Windisch
language : en
Publisher: Jörg Vogt Verlag
Release Date : 2007
Estimation And Compensation Of Iq Imbalance In Broadband Communications Receivers written by Marcus Windisch and has been published by Jörg Vogt Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.