Brian J. Taylor – författare

Neural networks are members of a class of software that have the potential to enable intelligent computational systems capable of simulating characteristics of biological thinking and learning. Currently no standards exist to verify and validate neural network-based systems. NASA Independent Verification and Validation Facility has contracted the Institute for Scientific Research, Inc. to perform research on this topic and develop a comprehensive guide to performing V&V on adaptive systems, with emphasis on neural networks used in safety-critical or mission-critical applications.

Methods and Procedures for the Verification and Validation of Artificial Neural Networks is the culmination of the first steps in that research. This volume introduces some of the more promising methods and techniques used for the verification and validation (V&V) of neural networks and adaptive systems. A comprehensive guide to performing V&V on neural network systems, aligned with the IEEE Standard for Software Verification and Validation, will follow this book.

More than just another research text, this book remains grounded in social work practice and has clear links to the Professional Capabilities Framework for Social Work.

More than just another research text, this book remains grounded in social work practice and has clear links to the Professional Capabilities Framework for Social Work.

More than just another research text, this book remains grounded in social work practice and has clear links to the Professional Capabilities Framework for Social Work.

The SAGE Handbook on Decision Making, Assessment and Risk in Social Work provides a comprehensive overview of key strands of research and theoretical concepts in this increasingly important field. With 49 chapters and four section summaries, this Handbook describes the ‘state of the art’; discuss key debates and issues; and gives pointers on future directions for practice, research, teaching, management of services, and development of theoretical understandings.

A key aim of this Handbook is to support the development of sound, applied knowledge and values to underpin reasoned professional judgement and decision making by social workers in practice and those in management and regulatory roles.

With contributions from a global interdisciplinary body of leading and emerging scholars from a wide variety of roles, this handbook has been designed to be internationally generalisable and applicable to all major areas of social work.

This Handbook provides a field-defining account of decision making, assessment and risk in social work which is unrivalled for its diversity and strength of coverage, and will be of value to social work researchers, teachers and practitioners, as well as to those in allied fields such as health care.

Section 1: Professional Judgement

Section 2: Assessment, Risk and Decision Processes

Section 3: Assessment Tools and Approaches

Section 4: Developing and Managing Practice

Section 5: Concluding Section / Afterword

The SAGE Handbook on Decision Making, Assessment and Risk in Social Work provides a comprehensive overview of key strands of research and theoretical concepts in this increasingly important field. With 49 chapters and four section summaries, this Handbook describes the ‘state of the art’; discuss key debates and issues; and gives pointers on future directions for practice, research, teaching, management of services, and development of theoretical understandings.

A key aim of this Handbook is to support the development of sound, applied knowledge and values to underpin reasoned professional judgement and decision making by social workers in practice and those in management and regulatory roles.

With contributions from a global interdisciplinary body of leading and emerging scholars from a wide variety of roles, this handbook has been designed to be internationally generalisable and applicable to all major areas of social work.

This Handbook provides a field-defining account of decision making, assessment and risk in social work which is unrivalled for its diversity and strength of coverage, and will be of value to social work researchers, teachers and practitioners, as well as to those in allied fields such as health care.

Section 1: Professional Judgement

Section 2: Assessment, Risk and Decision Processes

Section 3: Assessment Tools and Approaches

Section 4: Developing and Managing Practice

Section 5: Concluding Section / Afterword