Author: Neil Rackham Publisher: McGraw-Hill Companies ISBN: Category : Business & Economics Languages : en Pages : 352
Book Description
T and d abstract. Monograph on behavioural analysis and change during training, especially in training courses for supervisors and management development in UK - describes new teaching methods and evaluation techniques for improving efficiency of in plant training by developing interactive skills, discusses group dynamics, presents several case studies undertaken in boac and other companies, and includes survey questionnaires. Diagrams, flow charts and references.
Author: Enrique Garcia Ceja Publisher: CRC Press ISBN: 1000484254 Category : Psychology Languages : en Pages : 370
Book Description
Behavior Analysis with Machine Learning Using R introduces machine learning and deep learning concepts and algorithms applied to a diverse set of behavior analysis problems. It focuses on the practical aspects of solving such problems based on data collected from sensors or stored in electronic records. The included examples demonstrate how to perform common data analysis tasks such as: data exploration, visualization, preprocessing, data representation, model training and evaluation. All of this, using the R programming language and real-life behavioral data. Even though the examples focus on behavior analysis tasks, the covered underlying concepts and methods can be applied in any other domain. No prior knowledge in machine learning is assumed. Basic experience with R and basic knowledge in statistics and high school level mathematics are beneficial. Features: Build supervised machine learning models to predict indoor locations based on WiFi signals, recognize physical activities from smartphone sensors and 3D skeleton data, detect hand gestures from accelerometer signals, and so on. Program your own ensemble learning methods and use Multi-View Stacking to fuse signals from heterogeneous data sources. Use unsupervised learning algorithms to discover criminal behavioral patterns. Build deep learning neural networks with TensorFlow and Keras to classify muscle activity from electromyography signals and Convolutional Neural Networks to detect smiles in images. Evaluate the performance of your models in traditional and multi-user settings. Build anomaly detection models such as Isolation Forests and autoencoders to detect abnormal fish behaviors. This book is intended for undergraduate/graduate students and researchers from ubiquitous computing, behavioral ecology, psychology, e-health, and other disciplines who want to learn the basics of machine learning and deep learning and for the more experienced individuals who want to apply machine learning to analyze behavioral data.
Author: Julie S. Vargas Publisher: Routledge ISBN: 0415526795 Category : Education Languages : en Pages : 392
Book Description
Modern classrooms face an increasing population of special needs students and 'regular' students who have behavioural problems. The mission of this book is to show teachers and other human service professionals working in school settings how to employ non-aversive, behaviour analysis principles in classrooms and other school settings.
Author: W. David Pierce Publisher: Psychology Press ISBN: 1135071497 Category : Psychology Languages : en Pages : 881
Book Description
Behavior Analysis and Learning, Fifth Edition is an essential textbook covering the basic principles in the field of behavior analysis and learned behaviors, as pioneered by B. F. Skinner. The textbook provides an advanced introduction to operant conditioning from a very consistent Skinnerian perspective. It covers a range of principles from basic respondent and operant conditioning through applied behavior analysis into cultural design. Elaborating on Darwinian components and biological connections with behavior, the book treats the topic from a consistent worldview of selectionism. The functional relations between the organism and the environment are described, and their application in accounting for old behavior and generating new behavior is illustrated. Expanding on concepts of past editions, the fifth edition provides updated coverage of recent literature and the latest findings. There is increased inclusion of biological and neuroscience material, as well as more data correlating behavior with neurological and genetic factors. The chapter on verbal behavior is expanded to include new research on stimulus equivalence and naming; there is also a more detailed and updated analysis of learning by imitation and its possible links to mirror neurons. In the chapter on applied behavior analysis (ABA), new emphasis is given to contingency management of addiction, applications to education, ABA and autism, and prevention and treatment of health-related problems. The material presented in this book provides the reader with the best available foundation in behavior science and is a valuable resource for advanced undergraduate and graduate students in psychology or other behavior-based disciplines. In addition, a website of supplemental resources for instructors and students makes this new edition even more accessible and student-friendly (www.psypress.com/u/pierce).
Author: Gregory J. Madden Publisher: John Wiley & Sons ISBN: 1119126541 Category : Education Languages : en Pages : 467
Book Description
AN INTRODUCTION TO BEHAVIOR ANALYSIS Explore a fascinating introductory treatment of the principles of behavior analysis written by three leading voices in the field An Introduction to Behavior Analysis delivers an engaging and comprehensive introduction to the concepts and applications for graduate students of behavior analysis. Written from the ground up to capture and hold student interest, the book keeps its focus on practical issues. The book offers readers sound analyses of Pavlovian and operant learning, reinforcement and punishment, motivation and stimulus control, language and rule-following, decision-making and clinical behavior analysis. With fully up to date empirical research references and theoretical content, An Introduction to Behavior Analysis thoroughly justifies every principle it describes with empirical support and explicitly points out where more data are required. The text encourages students to analyze their own experiences and some foundational findings in the field in a way that minimizes jargon and maximizes engagement. Readers will also benefit from the inclusion of: A clear articulation and defense of the philosophical assumptions and overarching goals of behavior analysis. A thorough description of objective data collection, experimental methods, and data analysis in the context of psychology An exploration of the core principles of behavior analysis, presented at a level comprehensible to an introductory audience A broad array of principles that cover issues as varied as language, substance-use disorders, and common psychological disorders Perfect for students taking their first course in behavior analysis or behavior modification, An Introduction to Behavior Analysis will also earn a place in the libraries of students pursuing certification through the Behavior Analysis Certification Board or taking courses in the applied psychological sciences.
Author: Henry S. Roane Publisher: Academic Press ISBN: 0128007931 Category : Psychology Languages : en Pages : 682
Book Description
Applied behavior analysts use applied research to create and implement effective evidence-based procedures in schools, homes, and the community, which have proved effective in addressing behaviors associated with autism and other developmental disorders. The principles underlying this therapeutic approach have been increasingly effective when applied to other populations, settings, and behaviors. Clinical and Organizational Applications of Applied Behavior Analysis explores data-based decision-making in depth to inform treatment selection for behavior change across various populations and contexts. Each chapter addresses considerations related to data collection, single-case research design methodology, objective decision-making, and visual inspection of data. The authors reference a range of published research methods in the area of applied behavior analysis (ABA) as it has been applied to specific topics, as well as utilizing their own clinical work by providing numerous case examples. - Reviews current evidence-based practices to provide a comprehensive guide to the application of ABA principles across a range of clinical contexts and applications - Divides clinical applications into three sections for ease-of-use: child, adult, and broad-based health - Explores the breadth of ABA-based treatment beyond autism and developmental disorders - Draws upon a range of subject-matter experts who have clinical and research experience across multiple uses of ABA
Author: Mitch J Fryling Publisher: New Harbinger Publications ISBN: 1684031397 Category : Psychology Languages : en Pages : 700
Book Description
Written by leading experts in language and cognition, this groundbreaking behavior analysis textbook brings the study of verbal behavior into the 21st century with cutting-edge research. Students and clinicians in the burgeoning field of applied behavior analysis will find the theoretical foundation they need to effectively help the increasingly diverse clients seeking their services. The origins of behavior analysis can be traced to the pioneering work of B.F. Skinner. Skinner’s fundamental insights into how human behavior is shaped, maintained, and can be changed were powerful and far-reaching. Some of Skinner’s most innovative contributions were in the study of language. Behavior analytic work in the area of language and cognition did not stop with Skinner, however. Indeed, Skinner’s work in this area has inspired considerable expansion, particularly with an eye toward more sophisticated verbal and cognitive repertoires. This important volume provides an overview of the concepts and core behavioral processes involved in language and cognition. You’ll find a deeper exploration of complex linguistic and cognitive skills, including generative responding, learning by observation, and perspective taking. Also included are clinically supported interventions based in mindfulness, psychological flexibility, and emotion regulation to help clients improve complex language, social, and academic skills. The future of behavior analysis is here. With its focus on the importance of language and cognition, this textbook is a must-read for anyone studying or practicing in the science of behavior.
Author: Jon S. Bailey Publisher: SAGE Publications ISBN: 1506318991 Category : Psychology Languages : en Pages : 284
Book Description
This very practical, how-to text provides the beginning researcher with the basics of applied behavior analysis research methods. In 10 logical steps, this text covers all of the elements of single-subject research design and it provides practical information for designing, implementing, and evaluating studies. Using a pocketbook format, the authors provide novice researcher with a "steps-for-success" approach that is brief, to-the-point, and clearly delineated.
Author: Wayne W. Fisher Publisher: Guilford Publications ISBN: 1462543766 Category : EDUCATION Languages : en Pages : 642
Book Description
"Widely regarded as the authoritative work on the principles and practice of applied behavior analysis (ABA), this indispensable volume is now in a revised and expanded second edition. Leading experts present evidence-based procedures for supporting positive behaviors and reducing problem behaviors with children and adults in diverse contexts. Chapters delve into applications in education, autism treatment, addictions, behavioral pediatrics, and other areas. Covering everything from behavioral assessment and measurement to the design and implementation of individualized interventions, the Handbook is a complete reference and training tool for ABA practitioners and students. Key Words/Subject Areas: ABA therapy, behavior analysts, developmental disabilities, autism spectrum disorders, autism treatments, behavior management, functional behavioral assessments, texts, textbooks, research handbooks, positive reinforcement, behavioral pediatrics, behavioural, behaviorism, children, adults, principles and procedures, graduate courses, classes, BCBA certification, training, reducing problem behaviors, treating autistic kids, behavioral treatments, early interventions, positive behavior supports, comprehensive guide, special education Audience: Behavior analysts and trainees working with children and adults, including special educators, school and clinical psychologists, autism specialists, and behavioral medicine professionals"--
Author: Neil Rackham
Author: Enrique Garcia Ceja
Author: Julie S. Vargas
Author: W. David Pierce
Author: Gregory J. Madden
Author: Gregory J. Madden
Author: Henry S. Roane
Author: Mitch J Fryling
Author: Jon S. Bailey
Author: Wayne W. Fisher