Author: Phillip Page
Publisher: Human Kinetics Publishers
ISBN: 9780736074001
Category : Medical
Languages : en
Pages : 297
Book Description
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.
Assessment and Treatment of Muscle Imbalance
Author: Phillip Page
Publisher: Human Kinetics Publishers
ISBN: 9780736074001
Category : Medical
Languages : en
Pages : 297
Book Description
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.
Publisher: Human Kinetics Publishers
ISBN: 9780736074001
Category : Medical
Languages : en
Pages : 297
Book Description
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.
Imbalance
Author: V.E. Mitchell
Publisher: Simon and Schuster
ISBN: 0743421027
Category : Fiction
Languages : en
Pages : 294
Book Description
The Jarada are a mysterious race of insectoid being with an extreme devotion to protocol. When this usually reclusive race offer to open diplomatic relations with the Federation, Captain Picard and the U.S.S. Enterprise™ are quickly ordered to Jarada to negotiate the exchange of Ambassadors. When the ship arrives, the Jarada seem uncharacteristically friendly. They invite Picard to send down members of his crew and negotiations proceed both quickly and smoothly. Suddenly, however, the Jarada change. They cut off Commander Riker and his away team from the U.S.S. Enterprise and initiate an unprovoked attack on the ship, Now Picard must unravel the aliens' mystery before it's too late for the away team -- and the U.S.S. Enterprise.
Publisher: Simon and Schuster
ISBN: 0743421027
Category : Fiction
Languages : en
Pages : 294
Book Description
The Jarada are a mysterious race of insectoid being with an extreme devotion to protocol. When this usually reclusive race offer to open diplomatic relations with the Federation, Captain Picard and the U.S.S. Enterprise™ are quickly ordered to Jarada to negotiate the exchange of Ambassadors. When the ship arrives, the Jarada seem uncharacteristically friendly. They invite Picard to send down members of his crew and negotiations proceed both quickly and smoothly. Suddenly, however, the Jarada change. They cut off Commander Riker and his away team from the U.S.S. Enterprise and initiate an unprovoked attack on the ship, Now Picard must unravel the aliens' mystery before it's too late for the away team -- and the U.S.S. Enterprise.
Imbalance
Author: Tobias Schulze-Cleven
Publisher: Routledge
ISBN: 1000370186
Category : Political Science
Languages : en
Pages : 275
Book Description
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.
Publisher: Routledge
ISBN: 1000370186
Category : Political Science
Languages : en
Pages : 275
Book Description
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.
Imbalance and Rebalance
Author: Yang Li
Publisher: Springer
ISBN: 9811061505
Category : Business & Economics
Languages : en
Pages : 266
Book Description
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.
Publisher: Springer
ISBN: 9811061505
Category : Business & Economics
Languages : en
Pages : 266
Book Description
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.
Innate
Author: Serenity Rayne
Publisher:
ISBN:
Category :
Languages : en
Pages : 200
Book Description
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.*
Publisher:
ISBN:
Category :
Languages : en
Pages : 200
Book Description
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.*
Biochemical Imbalances in Disease
Author: Ann Woodriff Beirne
Publisher: Singing Dragon
ISBN: 085701028X
Category : Medical
Languages : en
Pages : 396
Book Description
Biochemical imbalances caused by nutritional deficiencies are a contributory factor in chronic illnesses such as cardiovascular disease, diabetes, auto-immune conditions and cancer. This handbook for practitioners explains how to identify and treat such biochemical imbalances in order to better understand and manage a patient's ill-health. The book examines a range of biochemical imbalances, including compromised adrenal or thyroid function, gastro-intestinal imbalances, immune system problems and sex hormone imbalances, and explains how and why such states occur. It pulls together a wide range of evidence to show how such imbalances are involved in the most common chronic diseases. It helps practitioners to understand how to identify the imbalances through appropriate case history taking and laboratory testing, and how to design and implement effective nutritional interventions. Developed by leading academics and practitioners in the fields of nutritional therapy and functional medicine, this evidence-informed approach can be used with all patients who present in clinic, regardless of whether or not they have a 'named medical condition'. In the final chapter, a case example illustrates how to use the theoretical information in the practice of treating patients with chronically compromised health. Biochemical Imbalances in Disease is an essential text for nutritional therapy practitioners, as well as for students, and will be welcomed by complementary and conventional healthcare practitioners alike.
Publisher: Singing Dragon
ISBN: 085701028X
Category : Medical
Languages : en
Pages : 396
Book Description
Biochemical imbalances caused by nutritional deficiencies are a contributory factor in chronic illnesses such as cardiovascular disease, diabetes, auto-immune conditions and cancer. This handbook for practitioners explains how to identify and treat such biochemical imbalances in order to better understand and manage a patient's ill-health. The book examines a range of biochemical imbalances, including compromised adrenal or thyroid function, gastro-intestinal imbalances, immune system problems and sex hormone imbalances, and explains how and why such states occur. It pulls together a wide range of evidence to show how such imbalances are involved in the most common chronic diseases. It helps practitioners to understand how to identify the imbalances through appropriate case history taking and laboratory testing, and how to design and implement effective nutritional interventions. Developed by leading academics and practitioners in the fields of nutritional therapy and functional medicine, this evidence-informed approach can be used with all patients who present in clinic, regardless of whether or not they have a 'named medical condition'. In the final chapter, a case example illustrates how to use the theoretical information in the practice of treating patients with chronically compromised health. Biochemical Imbalances in Disease is an essential text for nutritional therapy practitioners, as well as for students, and will be welcomed by complementary and conventional healthcare practitioners alike.
Learning from Imbalanced Data Sets
Author: Alberto Fernández
Publisher: Springer
ISBN: 3319980742
Category : Computers
Languages : en
Pages : 385
Book Description
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.
Publisher: Springer
ISBN: 3319980742
Category : Computers
Languages : en
Pages : 385
Book Description
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.
Chemically Imbalanced
Author: Joseph E. Davis
Publisher: University of Chicago Press
ISBN: 022668671X
Category : Psychology
Languages : en
Pages : 257
Book Description
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
Publisher: University of Chicago Press
ISBN: 022668671X
Category : Psychology
Languages : en
Pages : 257
Book Description
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
Imbalanced Learning
Author: Haibo He
Publisher: John Wiley & Sons
ISBN: 1118646339
Category : Technology & Engineering
Languages : en
Pages : 222
Book Description
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.
Publisher: John Wiley & Sons
ISBN: 1118646339
Category : Technology & Engineering
Languages : en
Pages : 222
Book Description
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 Chromosomal Imbalance Theory of Cancer
Author: David Rasnick
Publisher: CRC Press
ISBN: 1466502495
Category : Medical
Languages : en
Pages : 354
Book Description
Exploring the chromosomal imbalance (aneuploidy) theory of cancer, this volume describes how cancer is initiated and why progression takes years to decades. It clarifies why cancer cells often become drug resistant, provides objective, quantitative measures for detecting cancer and monitoring its progression, and suggests non-toxic strategies of ca
Publisher: CRC Press
ISBN: 1466502495
Category : Medical
Languages : en
Pages : 354
Book Description
Exploring the chromosomal imbalance (aneuploidy) theory of cancer, this volume describes how cancer is initiated and why progression takes years to decades. It clarifies why cancer cells often become drug resistant, provides objective, quantitative measures for detecting cancer and monitoring its progression, and suggests non-toxic strategies of ca