Behavior Analysis And Learning

Download or read book Behavior Analysis and Learning written by W. David Pierce and published by Psychology Press. This book was released on 2013-08-21 with total page 881 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Download or read book Behavior Analysis with Machine Learning Using R written by Enrique Garcia Ceja and published by CRC Press. This book was released on 2021-11-26 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Behavior Analysis for Effective Teaching written by Julie S. Vargas and published by Routledge. This book was released on 2013 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Applied Behavior Analysis of Language and Cognition written by Mitch J Fryling and published by New Harbinger Publications. This book was released on 2020-03-01 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Understanding Applied Behavior Analysis written by Albert J. Kearney and published by Jessica Kingsley Pub. This book was released on 2008 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: Albert J. Kearney explains the kinds of learning and reinforcement processes that form the basis of ABA programs. He then describes how the science of behavior analysis can be applied to real life problems. He looks at how behavior is assessed and various intervention techniques that are often employed with children who have special needs.

Download or read book Focus on Behavior Analysis in Education written by William L. Heward and published by Prentice Hall. This book was released on 2005 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Primary text or supplement for graduate-level courses or seminars on applied behavior analysis, educational reform, and evidence-based curriculum and instruction. The nineteen chapters in this edited volume were developed from presentations given at The Ohio State University's Third Focus on Behavior Analysis in Education Conference. The contributing authors present literature reviews, conceptual analyses, and data from several original studies; they describe advancements in curricula, classroom and schoolwide interventions, and teacher training programs; and they offer personal perspectives on the current status and future directions of behavior analysis in education. This text is an ideal resource for three groups (1) educators seeking information and resources on measurably effective instructional tools; (2) students of behavior analysis wishing to learn about its applications, accomplishments, and future research needs in education; and (3) anyone-pre-service education major, in-service teacher, school administrator, parent, or consumer-who has heard about the "behavioral approach" and wonders what it is all about.

Download or read book Behavior Analysis of Child Development written by Sidney Bijou and published by New Harbinger Publications. This book was released on 1993-05-01 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 1961, Sidney Bijou's Behavior Analysis of Child Development is a seminal work in the field of child development. Intended for the student with a limited background in psychology who is embarking on a study of child development, the book offers a concise introduction to the natural scientific approach to child psychology. It defines basic behavioral terms and principles, and includes many examples of the application of these principles to the understanding of children. In addition to its contribution to the field of child development, this book offers an easily readable and understandable account of the greater topic of behavior analysis itself. Readers may apply the overview presented here to other topics in wider study human behavioral development and learning.