Download or read book Eye Movement Desensitization and Reprocessing EMDR Therapy written by Francine Shapiro and published by Guilford Publications. This book was released on 2017-11-20 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authoritative presentation of Eye Movement Desensitization and Reprocessing (EMDR) therapy, this groundbreaking book--now revised and expanded--has been translated into 10 languages. Originally developed for treatment of posttraumatic stress disorder (PTSD), this evidence-based approach is now also used to treat adults and children with complex trauma, anxiety disorders, depression, addictive behavior problems, and other clinical problems. EMDR originator Francine Shapiro reviews the therapy's theoretical and empirical underpinnings, details the eight phases of treatment, and provides training materials and resources. Vivid vignettes, transcripts, and reproducible forms are included. Purchasers get access to a webpage where they can download and print the reproducible materials in a convenient 8 1/2" x 11" size. New to This Edition *Over 15 years of important advances in therapy and research, including findings from clinical and neurophysiological studies. *New and revised protocols and procedures. *Discusses additional applications, including the treatment of complex trauma, addictions, pain, depression, and moral injury, as well as post-disaster response. *Appendices with session transcripts, clinical aids, and tools for assessing treatment fidelity and outcomes. EMDR therapy is recognized as a best practice for the treatment of PTSD by the U.S. Departments of Veterans Affairs and Defense, the International Society for Traumatic Stress Studies, the World Health Organization, the U.K. National Institute for Health and Care Excellence (NICE), the Australian National Health and Medical Research Council, the Association of the Scientific Medical Societies in Germany, and other health care associations/institutes around the world.

Download or read book EMDR Toolbox written by James Knipe, PhD and published by Springer Publishing Company. This book was released on 2014-08-05 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: "[R]eading this book has given me a whole host of new ideas about working with complex and dissociative clients... Clear and engaging, peppered with relevant case histories, this book would make an important addition to anyone's EMDR-related book collection." -- Dr. Robin Logie, EMDR UK & Ireland This book is the first to bring together in one volume an overview of the principal issues in treatment of dissociative disorders in complex PTSD, and a description of the integration of specific EMDR-related interventions or "tools" with other psychotherapeutic treatments. These tools can significantly extend the therapeutic power of EMDR-related methods. Each intervention is examined in detail with accompanying transcripts illustrating the nuances and variations in how the intervention is applied. It is written by a highly esteemed EMDR scholar, trainer, international speaker, and author who is an EMDRIA-designated "Master Clinician." The book discusses how the concepts and vocabulary of other models of dissociation (particularly the Theory of Structural Dissociation of the Personality, and the Internal Family Systems model) translate directly into EMDRís Adaptive Information Processing language. It presents detailed descriptions of specific EMDR-related tools that are useful in facilitating and safely accelerating therapeutic progress with clients suffering from Complex PTSD. These include such standard EMDR procedures as Trauma Processing and Resource Installation, several conceptual/cognitive/phenomenological models of dissociative personality structures and symptoms, and specific EMDR interventions for resolving dysfunctionally stored post-traumatic elements. The book will be of great value to therapists who wish to extend their use of basic EMDR with "easier" clients to using it effectively with more complex clients. Key Features: Provides a theoretical framework to guide assessment and treatment of clients with Complex PTSD Serves as a "hands-on" resource for using specific EMDR procedures Describes each intervention in detail, illustrating the nuances and variations in different applications Includes specific "AIP" tools, actual therapy scripts, and client drawings Covers DSM-V PSTD criteria

Download or read book An EMDR Therapy Primer written by Barbara J. Hensley, PhD and published by Springer Publishing Company. This book was released on 2015-07-28 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: "With this Second Edition of An EMDR Therapy Primer, Dr. Hensley has created a very clear step-by-step guide to assist the newly trained EMDR clinician. Not only will it help transition training into practice but also help those trained earlier who are looking to update their skills. I highly recommend this book for any EMDR clinician wanting to assure fidelity to the model and methods." —Rosalie Thomas, RN, PhD "I believe that Dr. Hensley has written a book that is simple, basic, and can mentor therapists who are EMDR trained and yet intimidated.This book brings us back to the basics." - Jennifer Lendl, PhD This is a step-by-step overview of the foundations of EMDR Therapy presented in easily accessible, conversational language. It helps both new and experienced clinicians to maximize their preparation and skills in using EMDR safely, confidently, and effectively. The second edition is fully revised to reflect the evolution of EMDR to an integrative psychotherapeutic approach and is intended for use as a companion to Francine Shapiroís seminal EMDR texts. It has been enriched with several new case histories along with extensive examples of successful EMDR reprocessing sessions. An abundance of new information addresses EMD versus EMDR; research on the mechanism, model, and methodology of EMDR Therapy; bilateral stimulation; ancillary targets; the why and the how of many key EMDR Therapy components; protocol for single and recent traumatic events; updated information about the cognitive interweave, future templates; and much, much more. The book provides concise coverage of the AIP model and EMDR principles, protocols, and procedures and addresses the types of targets accessed during the EMDR process. The book summarizes the Eight Phases of EMDR Therapy and the Stepping Stones of Adaptive Resolution the components of the standard EMDR protocol. The building blocks of EMDR Therapy past, present, and future are assessed with regard to appropriate targeting and successful outcomes, as are abreactions, blocked processing, and cognitive interweaves. Detailed case studies demonstrate strategies to assist the client in reaching adaptive resolution of trauma. New to the Second Edition: Completely revised and updated Reflects the evolution of EMDR to an integrative therapeutic approach Expands specialized EMDR techniques Includes new strategies to overcome obstacles Presents new transcripts and case studies Provides "Derailment Possibilities" to alert clinicians of potential obstacles to therapeutic success Extensive appendices include definitions for EMDR Therapy, EMDR Therapy scripts, and additional resources

Download or read book Handbook of EMDR and Family Therapy Processes written by Francine Shapiro and published by John Wiley & Sons. This book was released on 2011-01-31 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Starting with the Foreword by Daniel Siegel, MD, the Handbook demonstrates in superb detail how you can combine EMDR’s information processing approach with family systems perspectives and therapy techniques. An impressive and needed piece of work, Handbook of EMDR and Family Therapy Processes provides a clear and comprehensive bridge between individual and family therapies.

Download or read book Eye Movement Desensitization and Reprocessing EMDR Scripted Protocols written by Marilyn Luber, PhD and published by Springer Publishing Company. This book was released on 2009-05-18 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This excellent book contains many different scripts, applicable to a number of special populations. It takes a practical approach and walks therapists step-by-step through the EMDR therapeutic process. [Readers] will not be disappointed." Score: 93, 4 stars --Doody's Praise from a practicing EMDR therapist and user of Eye Movement Desensitization and Reprocessing (EMDR) Scripted Protocols: "Kudos to...everyone who contributed to this important volume....[It] is an indispensable resource. Thank you, thank you, thank you!" --Andrea B. Goldberg, LCSW EMDRIA Certified EMDR Therapist EMDRIA Consultant-in-training Bloomfield and Newark, NJ This book serves as a one-stop resource where therapists can access a wide range of word-for-word scripted protocols for EMDR practice, including the past, present, and future templates. These scripts are conveniently outlined in an easy-to-use, manual style template for therapists, allowing them to have a reliable, consistent form and procedure when using EMDR with clients. The book contains an entire section on the development of resources and on clinician self-care. There is a self-awareness questionnaire to assist clinicians in identifying potential problems that often arise in treatment, allowing for strategies to deal with them. Also included are helpful past memory, current triggers and future template worksheet scripts. Key topics include: Client history taking that will inform the treatment process of patients Resource development to help clients identify and target their problems to regain control when issues appear overwhelming Scripts for the 6 basic EMDR Protocols for traumatic events, current anxieties and behaviors, recent traumatic events, phobias, excessive grief, and illness and somatic disorders Early intervention procedures for man-made and natural catastrophes EMDR and early interventions for groups, including work with children, adolescents, and adults Written workbook format for individual or group EMDR EMDR to enhance performance and positive emotion

Download or read book Neurobiological Foundations for EMDR Practice written by Uri Bergmann, PhD and published by Springer Publishing Company. This book was released on 2012-05-21 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume introduces the most current research about the neural underpinnings of consciousness and EMDR (eye movement desensitization and reprocessing) in regard to attachment, traumatic stress, and dissociation. It is the first book to comprehensively integrate new findings in information processing, consciousness, traumatic disorders of information processing, chronic trauma and autoimmune compromises, and the implications of these data on the Adaptive Information Processing (AIP) model and EMDR treatment The text examines online/wakeful information processing, including sensation, perception, somatosensory integration, cognition, memory, language and motricity, and off-line/sleep information processing, such as slow wave sleep and cognitive memorial processing, as well as REM/dream sleep and its function in emotional memory processing. The volume also addresses disorders of consciousness, including coma, anesthesia, and other neurological disorders, particularly disorders of Type 1 PTSD, complex PTSD/dissociative disorders, and personality disorders. It delves into chronic trauma and autoimmune function, especially in regard to diseases of unknown origin, and examines them from the perspective of autoimmune compromises resulting from the unusual neuroendocrine profile of PTSD sufferers. The final section integrates all material to illustrate the tenets of the AIP model and the implication of this material with respect to current EMDR treatment, as well as techniques to render it more robust Key Features: Provides a neurobiological foundation that informs our understanding of human development, disorders of attachment, and information processing Examines biological underpinnings of EMDR and other psychotherapeutic modalities regarding successful treatment outcomes for attachment, stress, and dissociation Offers the latest research in neurosciences relevant to attachment, traumatic stress, and dissociation Explicates disorders as outcomes of chronically dysregulated, evolutionarily based, biological action systems Illustrates EMDR's sensorial input to the brain as a neural catalyst that can facilitate repair of dysfunctional neural circuitry Includes illustrative neural maps

Download or read book EMDR Therapy and Adjunct Approaches with Children written by Ana M. Gomez, MC, LPC and published by Springer Publishing Company. This book was released on 2012-07-27 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This volume is a welcome and excellent resource for all clinicians working with severely traumatized children." Francine Shapiro, PhD Founder, EMDR Humanitarian Assistance Programs "Over the past 15 years, Ms. Gomez has developed highly original and brilliant interventions for working with these very difficult to treat children. This book will be an enormous great gift to our field." Dr. Susan Coates Clinical Professor of Psychology in Psychiatry College of Physicians and Surgeons Columbia University This is the first book to provide a wide range of leading-edge, step-by-step strategies for clinicians using EMDR therapy and adjunct approaches with children with severe dysregulation of the affective system. Written by an author internationally known for her innovative work with children, the book offers developmentally appropriate and advanced tools for using EMDR therapy in treating children with complex trauma, attachment wounds, dissociative tendencies, and compromised social engagement. The book also presents the theoretical framework for case conceptualization in EMDR therapy and in the use of the Adaptive Information Processing model with children. Principles and concepts derived from the Polyvagal Theory, affective neuroscience, attachment theory, interpersonal neurobiology, developmental neuroscience and the neurosequential model of therapeutics, which can greatly support and expand our understanding of the AIP model and complex trauma, are presented. The text also offers an original and pioneering EMDR therapy-based model to working with parents with abdicated caregiving systems. The model is directed at assisting parents in developing the ability for mentalization, insightfulness, and reflective capacities linked to infantís development of attachment security. A unique and innovative feature of this book is the masterful integration of strategies from other therapeutic approaches, such as Play therapy, Sandtray therapy, Sensorimotor psychotherapy, Theraplay and Internal Family Systems (IFS), into a comprehensive EMDR treatment maintaining appropriate adherence to the AIP model and EMDR therapy methodology. Key Features: Provides creative, step-by-step, ìhow-toî information about the use of EMDR therapy with children with complex trauma from an internationally known and innovative leader in the field Explores thoroughly the eight phases of EMDR therapy in helping children with attachment wounds, dissociative tendencies and high dysregulation Incorporates adjunct approaches into a comprehensive EMDR therapy while maintaining fidelity to the AIP model and EMDR therapy methodology Contains an original EMDR therapy-based model for helping parents with abdicated caregiving systems to develop metalizing and reflective capacities

Download or read book The Wiley Blackwell Handbook of Forensic Neuroscience written by Anthony R. Beech and published by John Wiley & Sons. This book was released on 2018-01-26 with total page 1205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores how the explosion of neuroscience-based evidence in recent years has led to a fundamental change in how forensic psychology can inform working with criminal populations. This book communicates knowledge and research findings in the neurobiological field to those who work with offenders and those who design policy for offender rehabilitation and criminal justice systems, so that practice and policy can be neurobiologically informed, and research can be enhanced. Starting with an introduction to the subject of neuroscience and forensic settings, The Wiley Blackwell Handbook of Forensic Neuroscience then offers in-depth and enlightening coverage of the neurobiology of sex and sexual attraction, aggressive behavior, and emotion regulation; the neurobiological bases to risk factors for offending such as genetics, developmental, alcohol and drugs, and mental disorders; and the neurobiology of offending, including psychopathy, antisocial personality disorders, and violent and sexual offending. The book also covers rehabilitation techniques such as brain scanning, brain-based therapy for adolescents, and compassion-focused therapy. The book itself: Covers a wide array of neuroscience research Chapters by renowned neuroscientists and criminal justice experts Topics covered include the neurobiology of aggressive behavior, the neuroscience of deception, genetic contributions to psychopathy, and neuroimaging-guided treatment Offers conclusions for practitioners and future directions for the field. The Handbook of Forensic Neuroscience is a welcome book for all researchers, practitioners, and postgraduate students involved with forensic psychology, neuroscience, law, and criminology.

Download or read book Models of Information Processing in the Basal Ganglia written by James C. Houk and published by MIT Press. This book was released on 1995 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together the biology and computational features of the basal ganglia and their related cortical areas along with select examples of how this knowledge can be integrated into neural network models. Recent years have seen a remarkable expansion of knowledge about the anatomical organization of the part of the brain known as the basal ganglia, the signal processing that occurs in these structures, and the many relations both to molecular mechanisms and to cognitive functions. This book brings together the biology and computational features of the basal ganglia and their related cortical areas along with select examples of how this knowledge can be integrated into neural network models. Organized in four parts - fundamentals, motor functions and working memories, reward mechanisms, and cognitive and memory operations - the chapters present a unique admixture of theory, cognitive psychology, anatomy, and both cellular- and systems- level physiology written by experts in each of these areas. The editors have provided commentaries as a helpful guide to each part. Many new discoveries about the biology of the basal ganglia are summarized, and their impact on the computational role of the forebrain in the planning and control of complex motor behaviors discussed. The various findings point toward an unexpected role for the basal ganglia in the contextual analysis of the environment and in the adaptive use of this information for the planning and execution of intelligent behaviors. Parallels are explored between these findings and new connectionist approaches to difficult control problems in robotics and engineering. Contributors James L. Adams, P. Apicella, Michael Arbib, Dana H. Ballard, Andrew G. Barto, J. Brian Burns, Christopher I. Connolly, Peter F. Dominey, Richard P. Dum, John Gabrieli, M. Garcia-Munoz, Patricia S. Goldman-Rakic, Ann M. Graybiel, P. M. Groves, Mary M. Hayhoe, J. R. Hollerman, George Houghton, James C. Houk, Stephen Jackson, Minoru Kimura, A. B. Kirillov, Rolf Kotter, J. C. Linder, T. Ljungberg, M. S. Manley, M. E. Martone, J. Mirenowicz, C. D. Myre, Jeff Pelz, Nathalie Picard, R. Romo, S. F. Sawyer, E Scarnat, Wolfram Schultz, Peter L. Strick, Charles J. Wilson, Jeff Wickens, Donald J. Woodward, S. J. Young

Download or read book A Guide to the Standard EMDR Protocols for Clinicians Supervisors and Consultants written by Andrew M. Leeds, PhD and published by Springer Publishing Company. This book was released on 2009-06-22 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This is an excellent guide to the theory and practice of EMDR. It provides great clarity to readers unsure of how this therapy is conducted. If you want to know about EMDR, this is the book to have." Score: 100, 5 stars --Doody's Learning to use EMDR safely and effectively requires the integration of a wide range of knowledge and skills. This guide serves as an orientation to the clinical, professional, and risk management issues that EMDR practitioners face in their daily practice. Following the eight-phase model of EMDR, the book provides clear, detailed guidelines to utilizing the standard EMDR protocols for treatment of posttraumatic stress disorder, phobias, and panic attacks. Included are guidelines for case formulation, treatment planning, and preparing patients for EMDR reprocessing. The guide also contains sample consultation agreements and forms for documenting case summaries and treatment outcomes. Key features: Includes charts, forms, illustrations, tables, and decision trees to guide treatment planning and documentation Presents case studies with transcripts illustrating the different protocols, as well as guidelines for informed decision making Discusses ethical issues in clinical application, consultation, supervision, and research With clear, concise treatment guidelines on the clinical use of EMDR, this book serves as an invaluable resource for practicing clinicians, supervisors, consultants, and clinic directors.

Download or read book EMDR Therapy and Sexual Health written by Stephanie Baird, MS, LMHC and published by Springer Publishing Company. This book was released on 2021-12-14 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to integrate EMDR Therapy treatment of sexual trauma with a focus on helping clients achieve empowered sexual health This unique text provides EMDR clinicians with a complete toolkit, assisting sexual trauma survivors in moving from symptomology reduction/elimination to optimal sexual health and functioning. By integrating sexual health and EMDR Therapy together throughout this innovative book, the Adaptive Information Processing (AIP) Model is applied to sexual health, with sexual health-related material blended into all eight phases of the EMDR Protocol. Encompassing principles and best practices of current helpful positive sexual health frameworks, including fundamental sex therapy information and sex education models, this first of its kind EMDR Therapy resource disseminates essential information on anatomy, the history of sex research, Sexually Transmitted Infections (STIs) and pregnancy related issues, the Dual Control Model of arousal and desire, spontaneous and responsive desire, arousal non-concordance, models of consent for sexual activities, and out of control sexual behaviors. This guide considers the gender experience of trauma for all EMDR Therapy clients, covering challenges, concepts, and helpful strategies for discussing sensitive sexual health matters. It addresses sexual/affectional orientation, consensual non-monogamy, and how EMDR Therapy can help address the sexual health concerns of erotically marginalized populations. Also covered are matters of aging and spirituality as they impact sexual health. Packed with helpful resources such as questionnaires, guidelines, case examples, charts, cutting-edge diagrams, and anatomy illustrations with non-gendered labels, EMDR therapists will gain the knowledge and confidence they need to facilitate optimal sexual health for the clients in their practice. Key Features: Reinforces innovative content with abundant and diverse case studies Includes first-time publication of two valuable questionnaires: Sexual History Questionnaire and Sexual Styles Survey Delivers new EMDR Therapy resources for facilitating sexual health--Bubble Boundary and Self-Compassion Container Provides a new EMDR Therapy future-oriented resource--Strengthening a Confident and Joyful Sexual Self Examines in-depth sexual/affectional orientation, relationship status such as consensual non-monogamy, and pregnancy loss Includes helpful, nonjudgmental, and affirming information about the kink/BDSM population Provides an overview of EMDR Therapy and sexual health for individuals with physical and intellectual disabilities Describes important sexual health frameworks and concepts Includes sex-positive resources for further education along with client handouts

Download or read book Evidence Based Treatments for Trauma Related Psychological Disorders written by Ulrich Schnyder and published by Springer. This book was released on 2015-01-30 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an evidence based guide for clinical psychologists, psychiatrists, psychotherapists and other clinicians working with trauma survivors in various settings. It provides easily digestible, up-to-date information on the basic principles of traumatic stress research and practice, including psychological and sociological theories as well as epidemiological, psychopathological, and neurobiological findings. However, as therapists are primarily interested in how to best treat their traumatized patients, the core focus of the book is on evidence based psychological treatments for trauma-related mental disorders. Importantly, the full range of trauma and stress related disorders is covered, including Acute Stress Reaction, Complex PTSD and Prolonged Grief Disorder, reflecting important anticipated developments in diagnostic classification. Each of the treatment chapters begins with a short summary of the theoretical underpinnings of the approach, presents a case illustrating the treatment protocol, addresses special challenges typically encountered in implementing this treatment, and ends with an overview of related outcomes and other research findings. Additional chapters are devoted to the treatment of comorbidities, special populations and special treatment modalities and to pharmacological treatments for trauma-related disorders. The book concludes by addressing the fundamental question of how to treat whom, and when.

Download or read book Eye Movement Desensitization and Reprocessing EMDR Second Edition written by Francine Shapiro and published by Guilford Press. This book was released on 2001-08-06 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides the definitive guide to Eye Movement Desensitization and Reprocessing (EMDR), the psychotherapeutic approach developed by Francine Shapiro. EMDR is one of the most widely investigated treatments for posttraumatic stress disorder, and many other applications are also being explored. Presenting background on EMDR’s development, theoretical constructs, and possible underlying mechanisms, the volume also contains detailed descriptions and transcripts that guide the clinician through every stage of therapeutic treatment, from client selection to the administration of EMDR and its integration within a comprehensive treatment plan. Among the many clinical populations for whom the material in this volume has been seen as applicable are survivors of sexual abuse, crime, and combat, as well as sufferers of phobias and other experientially based disorders. Special feature: Two online-only appendices were added in 2009 (www.guilford.com/EMDR-appendices). These appendices comprehensively review current research on EMDR and its clinical applications. EMDR is now recognized by the American Psychiatric Association as an effective treatment for ameliorating symptoms of both acute and chronic PTSD (APA Practice Guidelines for the Treatment of Patients with Acute Stress Disorder and Posttraumatic Stress Disorder). New to This Edition: *Updated neurobiological data, findings from controlled clinical studies, and literature on emerging clinical applications. *Updated protocols and procedures for working with adults and children with a range of presenting problems.

Download or read book EMDR with Children in the Play Therapy Room written by Ann Beckley-Forest and published by Springer Publishing Company. This book was released on 2020-09-24 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maximizes treatment of childhood trauma by combining two powerful modalities This pioneering guidebook fully integrates the theoretical foundations and practical applications of play therapy and EMDR in order to maximize healing in in children with trauma. By highlighting the work of innovative EMDR therapists and play and expressive art therapists and their pioneering clinical work, the authors provide a fully integrated approach to using EMDR in a play therapy context while being faithful to both play therapy principles and the 8 phases of the EMDR standard protocol. This book provides in-depth discussions on how leading innovators integrate their modalities—TraumaPlay, sand tray, art therapy, Synergetic Play therapy, Child-centered and Developmental Play Therapy—with EMDR and includes real life examples of assessment, parent and child preparation, developing emotional resources for reprocessing trauma using EMDR in play or expressive therapy, and a comprehensive look at complications of dissociation in trauma processing and how to manage these. Corresponding to the eight EMDR phases are twelve interventions, comprised of a brief rationale, step-by-step directions, materials needed, case examples, and supporting visual materials. Key Features: Integrates EMDR and play therapy to create a powerful method for treating children suffering from trauma Includes contributions from dually credentialled EMDR clinicians and registered play therapists, art therapists, and sand tray practitioners Offers a fully integrated approach to EMDR and play therapy faithful to the eight phases of standard EMDR protocol and play therapy principles Includes a chapter on culturally sensitive EMDR and play using Latinx culture as the lens Describes how traditional play therapy creates an emotionally safe space for trauma work for children Provides hands-on play therapy interventions for each EMDR phase in quick reference format Delivers multiple interventions with rationale, step-by-step directions, materials required, case examples, and visual aids Foreward by Ana Gomez, leading author on the use of EMDR with children

Download or read book Adaptive Resonance Theory in Social Media Data Clustering written by Lei Meng and published by Springer. This book was released on 2019-04-30 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media data contains our communication and online sharing, mirroring our daily life. This book looks at how we can use and what we can discover from such big data: Basic knowledge (data & challenges) on social media analytics Clustering as a fundamental technique for unsupervised knowledge discovery and data mining A class of neural inspired algorithms, based on adaptive resonance theory (ART), tackling challenges in big social media data clustering Step-by-step practices of developing unsupervised machine learning algorithms for real-world applications in social media domain Adaptive Resonance Theory in Social Media Data Clustering stands on the fundamental breakthrough in cognitive and neural theory, i.e. adaptive resonance theory, which simulates how a brain processes information to perform memory, learning, recognition, and prediction. It presents initiatives on the mathematical demonstration of ART’s learning mechanisms in clustering, and illustrates how to extend the base ART model to handle the complexity and characteristics of social media data and perform associative analytical tasks. Both cutting-edge research and real-world practices on machine learning and social media analytics are included in the book and if you wish to learn the answers to the following questions, this book is for you: How to process big streams of multimedia data? How to analyze social networks with heterogeneous data? How to understand a user’s interests by learning from online posts and behaviors? How to create a personalized search engine by automatically indexing and searching multimodal information resources? .

Download or read book Advances in Neural Information Processing Systems 19 written by Bernhard Schölkopf and published by MIT Press. This book was released on 2007 with total page 1668 pages. Available in PDF, EPUB and Kindle. Book excerpt: The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. This volume contains the papers presented at the December 2006 meeting, held in Vancouver.

Download or read book Short term Therapy for Long term Change written by Marion Fried Solomon and published by W. W. Norton & Company. This book was released on 2001 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is it possible to effect deep, lasting, meaningful psychological change in a short period of time?