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Statebuilding Missions and Media Development A Context-Sensitive Approach

Cost-Sensitive Machine Learning

Cost-Sensitive Machine Learning

In machine learning applications practitioners must take into account the cost associated with the algorithm. These costs include: Cost of acquiring training dataCost of data annotation/labeling and cleaningComputational cost for model fitting validation and testingCost of collecting features/attributes for test dataCost of user feedback collectionCost of incorrect prediction/classificationCost-Sensitive Machine Learning is one of the first books to provide an overview of the current research efforts and problems in this area. It discusses real-world applications that incorporate the cost of learning into the modeling process. The first part of the book presents the theoretical underpinnings of cost-sensitive machine learning. It describes well-established machine learning approaches for reducing data acquisition costs during training as well as approaches for reducing costs when systems must make predictions for new samples. The second part covers real-world applications that effectively trade off different types of costs. These applications not only use traditional machine learning approaches but they also incorporate cutting-edge research that advances beyond the constraining assumptions by analyzing the application needs from first principles. Spurring further research on several open problems this volume highlights the often implicit assumptions in machine learning techniques that were not fully understood in the past. The book also illustrates the commercial importance of cost-sensitive machine learning through its coverage of the rapid application developments made by leading companies and academic research labs.

GBP 59.99
1

Developments In Pressure-Sensitive Products

Developments In Pressure-Sensitive Products

Since the first groundbreaking edition of Developments in Pressure-Sensitive Products was introduced in 1998 heavy research has resulted in substantial progress in the field. Fully updated and expanded to reflect this activity Developments in Pressure-Sensitive Products Second Edition provides a detailed overview of the entire range of pressure-sensitive products both with and without adhesives. It explores the principles behind their design and manufacture along with a variety of applications in medicine electronics packaging and protection. The book establishes the link between underlying theory and practical applications exploring the physical molecular and chemical bases of PSPs while describing the manufacturing processes end uses and economic issues involved. This edition includes three new chapters: the first of these explains the new theory of pressure sensitivity considered as a process illustrating the principles of polymer science governing PSP technology; the second discusses the crosslinking of acrylics the most important domain in specialized products; and the third presents the latest developments in products based on plastomers such as hydrogels. Additional coverage includes biological applications of PSPs engineering problems of coating equipment web finishing for plastic films and confectioning. Offering cutting-edge information from the frontiers of research and industry Developments in Pressure-Sensitive Products Second Edition is an ideal reference to all aspects of pressure-sensitive technologies and materials.

GBP 59.99
1

Handbook of Water Sensitive Planning and Design

Handbook of Water Sensitive Planning and Design

Design options and planning procedures must be critically examined to ensure that landscapes are created with sensitivity to water quality and management issues as well as overall ecological integrity. Handbook of Water Sensitive Planning and Design presents the history of water as a design and planning element in landscape architecture and describes new interpretations of water management. This text pushes the frontiers of standard water management in new directions challenging readers into abandoning the comfortable safety of conducting business-as-usual within narrow disciplinary confines and instead directing views outward to the exciting and incompletely mapped regions of true interdisciplinary water sensitive planning and design. With contributions from renowned practitioners Part I provides seventeen chapters addressing the subject of site-specific water sensitive design and Part II presents another seventeen chapters focusing on issues relating to the water sensitive planning of riparian buffers and watersheds. In addition Professor France has provided a "Response" to accompany each chapter which succinctly underscores the salient features in more detail and emphasizes cross-linking to other chapters in the book. The "Overview" provides a brief road-map to navigate through the section. Finally the discussion summaries at the end of each section elaborate on past problems current challenges and future directions. Handbook of Water Sensitive Planning and Design puts forward the very best of modern water sensitive planning and design and should be required reading for everyone involved in this dynamic and crucial field.

GBP 44.99
1

Diversity-Sensitive Personality Assessment

Trauma Reporting A Journalist's Guide to Covering Sensitive Stories

Trauma Reporting A Journalist's Guide to Covering Sensitive Stories

Trauma Reporting provides vital information on developing a healthy professional and respectful relationship with those who choose to tell their stories during times of trauma distress or grief. Amid a growing demand and need for guidance this fascinating book is refreshingly simple engaging and readable providing a wealth of original insight. As an aspiring or working journalist how should you work with a grieving parent a survivor of sexual violence a witness at the scene of a traumatic event? How should you approach people interview them and film with them sensitively? Trauma Reporting features guidance from some of the industry’s most successful news correspondents and documentary makers including Louis Theroux Lucy Williamson Tulip Mazumdar Richard Bilton Jina Moore and many more all sharing their experience and expertise. It also features people who chose to tell their sensitive stories to journalists giving readers invaluable insight into what helped and what harmed. The book also includes: What your interviewees may be going through and how best to respond by trauma expert Professor Stephen Regel. A discussion on ethics rules and regulations by Dr Sallyanne Duncan of the University of Strathclyde. Making sure you look after yourself by Dr Cait McMahon of the Dart Center for Journalism and Trauma. Insightful and innovative this book is essential for new and established journalists across all media students of journalism and broadcasting and anyone who wishes to share the stories of those affected by trauma. | Trauma Reporting A Journalist's Guide to Covering Sensitive Stories

GBP 28.99
1

Life-Cycle of Structures Under Uncertainty Emphasis on Fatigue-Sensitive Civil and Marine Structures

Life-Cycle of Structures Under Uncertainty Emphasis on Fatigue-Sensitive Civil and Marine Structures

Life-cycle analysis is a systematic tool for efficient and effective service life management of deteriorating structures. In the last few decades theoretical and practical approaches for life-cycle performance and cost analysis have been developed extensively due to increased demand on structural safety and service life extension. This book presents the state-of-the-art in life-cycle analysis and maintenance optimization for fatigue-sensitive structures. Both theoretical background and practical applications have been provided for academics engineers and researchers. Concepts and approaches of life-cycle performance and cost analysis developed in recent decades are presented. The major topics covered include (a) probabilistic concepts of life-cycle performance and cost analysis (b) inspection monitoring and maintenance for fatigue cracks (c) estimation of fatigue crack detection (d) optimum inspection and monitoring planning (e) multi-objective life-cycle optimization and (f) decision making in life-cycle analysis. Life-cycle optimization covered in the book considers probability of fatigue crack detection fatigue crack damage detection time maintenance times probability of failure service life and total life-cycle cost. For the practical application and integration of recently developed approaches for inspection and maintenance planning efficient and effective multi-objective optimization and decision making are presented. This book will help engineers engaged in civil and marine structures including students researchers and practitioners with reliable and cost-effective maintenance planning of fatigue-sensitive structures and to develop more advanced approaches and techniques in the field of life-cycle maintenance optimization and safety of structures under various aging and deteriorating conditions. Key Features:Provides the state-of-the-art in life-cycle cost analysis and optimization for fatigue-sensitive structures Provides a solid foundation of theoretical backgrounds and practical applications both for academics and practicing engineers and researchers Covers illustrative examples and recent development for optimum service life management Deals with various structures such as bridges and ships subjected to fatigue . | Life-Cycle of Structures Under Uncertainty Emphasis on Fatigue-Sensitive Civil and Marine Structures

GBP 44.99
1

FIDIC Red Book A Commentary

Architect's Pocket Book

FIDIC Yellow Book: A Commentary

Wiring Regulations Pocket Book

Binding Space: The Book as Spatial Practice

Landscape Architect's Pocket Book

Building Surveyor’s Pocket Book

Inside Book Publishing

Architect's Legal Pocket Book

A Feminist Approach to Sensitive Research Designing the Clay Embodiment Research Method

A Feminist Approach to Sensitive Research Designing the Clay Embodiment Research Method

This book explores the development and implementation of the Clay Embodiment Research Method (CERM) with one of the most stigmatized oppressed and marginalized groups of women in Nepal: sex-trafficked women. It argues for the use of a feminist approach to such research given the prevailing patriarchal norms cultural sensitivity of reproductive health stigmatization of sex trafficking and low literacy of the women involved. Beginning with an exploration of the author’s relationship with Nepal and the women who guide the study and the realization that a more accessible research approach was needed than the techniques otherwise commonly used it discusses the use of clay and photography as ideal entry points to engaging with the women in the research and creating this ethical methodology for self-empowerment. Not only does the volume highlight extraordinary insights offered by the women involved in this study through the application of CERM but also the recognition that its use requires expertise that can deal with the potential elicitation of trauma. The book makes the case for further study on improving the method’s use in research education and therapy involving low-literate stigmatized oppressed and marginalized populations particularly where cultural sensitivity is an important consideration. A Feminist Approach to Sensitive Research is suitable for students scholars and researchers in Gender Studies Sociology Health Studies Anthropology and Asian Studies. | A Feminist Approach to Sensitive Research Designing the Clay Embodiment Research Method

GBP 44.99
1

Architect's Legal Pocket Book

Depth Psychology and Climate Change The Green Book

Historical Networks in the Book Trade

Better Book Clubs Deepening Comprehension and Elevating Conversation

Researching Lived Experience Human Science for an Action Sensitive Pedagogy

Researching Lived Experience Human Science for an Action Sensitive Pedagogy

Bestselling author Max van Manen’s Researching Lived Experience introduces a human science approach to research methodology in education and related fields. The book takes as its starting point the everyday lived experience of human beings in educational situations. Rather than rely on abstract generalizations and theories in the traditional sense the author offers an alternative that taps the unique nature of each human situation. First published in 1990 this book is a classic of social science methodology and phenomenological research selling tens of thousands of copies over the past quarter century. Left Coast is making available the second edition of this work never before released outside Canada. Researching Lived Experience offers detailed methodological explications and practical examples of inquiry. It shows how to orient oneself to human experience in education and how to construct a textual question which evokes a fundamental sense of wonder and it provides a broad and systematic set of approaches for gaining experiential material which forms the basis for textual reflections. The author: -Discusses the part played by language in educational research-Pays special attention to the methodological function of anecdotal narrative in research-Offers approaches to structuring the research text in relation to the particular kinds of questions being studied | Researching Lived Experience Human Science for an Action Sensitive Pedagogy

GBP 36.99
1

The Benchmarking Book