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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

Tork Sensitive Liquid Soap, 475ml, Pack of 8

Tork Sensitive Liquid Soap, 475ml, Pack of 8

Gentle Cleansing: The mild formulation of Tork sensitive soap provides effective cleansing while minimizing the potential for skin irritation or discomfort. Skin Comfort: Tork's sensitive soap is designed to be gentle and soothing, promoting comfort for individuals with sensitive or easily irritated skin. Reduced Allergic Reactions: By being hypoallergenic and fragrance-free, Tork sensitive soap may help reduce the risk of allergic reactions or skin sensitivities. Suitable for Daily Use: The gentle nature of Tork sensitive soap makes it suitable for everyday use by individuals with sensitive skin. Trusted Brand: Tork is a reputable brand known for its commitment to quality and hygiene products, providing assurance and trust to consumers. Use with dispenser MOL9520610D or MOL9520611E

GBP 43.99
1

Colgate Toothpaste Sensitive Instant Relief 20ml (Pack of 48) - C008614

Colgate Toothpaste Sensitive Instant Relief 20ml (Pack of 48) - C008614

Colgate Sensitive Instant Relief Repair Toothpaste brings relief from sensitivity and helps to protect teeth and gums. This repair and protect toothpaste repairs exposed tubules in dentine that lead to sensitivity pain while helping to protect from cavities, looking after gum health and freshening the breath. Containing Pro-Arginine technology that plugs the tubules and starts to block sensitivity pain instantly. Sensitive teeth toothpaste Repairs sensitive areas of teeth Contains calcium Protects from cavities Helps gum health Freshens breath Clinically proven formula 20ml Pack of 48

GBP 79.99
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

Challenge Duplicate Book Receipt 141x280 400048651

Challenge Duplicate Book Receipt 141x280 400048651

Record transactions with environmentally friendly, carbonless duplicates using this duplicate receipt book. The 200 sets of duplicate slips are perforated for easy removal with bottom copies remaining in the book. Featuring a taped binding, this durable receipt book measures 280mm x 141mm and features a strong card cover. Triplicate receipt book with card cover 200 slips Taped seams for durability Perforated pages for easy removal Size: 280mm x 141mm

GBP 59.99
1

Binding Space: The Book as Spatial Practice

Binding Space: The Book as Spatial Practice

Books orient intrigue provoke and direct the reader while editing interpreting encapsulating constructing and revealing architectural representation. Binding Space: The Book as Spatial Practice explores the role of the book form within the realm of architectural representation. It proposes the book itself as another three-dimensional complementary architectural representation with a generational and propositional role within the design process. Artists’ books in particular – that is a book made as an original work of art with an artist designer or architect as author – have certain qualities and characteristics quite different from the conventional presentation and documentation of architecture. Paginal sequentiality the structure and objecthood of the book and the act of reading create possibilities for the book as a site for architectural imagining and discourse. In this way the form of the book affects how the architectural work is conceived constructed and read. In five main sections Binding Space examines the relationships between the drawing the building and the book. It proposes thinking through the book as a form of spatial practice one in which the book is cast as object outcome process and tool. Through the book we read spatial practice anew.

GBP 48.99
1

Helmut Newton. Legacy Book

Helmut Newton. Legacy Book

Virtually unparalleled in scope and spanning more than five decades, the photography of visionary Helmut Newton (1920 - 2004) reached millions through publication in magazines like Vogue and Elle. His work transcended genres, bringing elegance and style to fashion, portrait, and glamour photography through a body of work that remains unrivalled. With showcases highlighting one of the most published bodies of work in photography, including numerous rediscovered images, this book celebrates Newton's lasting influence on modern photography and visual art to this day. Book dimensions: 24×34 cm. Book weight: 3 kg.

GBP 55.08
1

Zandonà Carbon Air Sensitive+ Young Fetlock

Zandonà Carbon Air Sensitive+ Young Fetlock

Fetlock Zandonà model "Carbon Air Sensitive + Young", developed for a higher performance and protection of the young sport horse in the show jumping discipline (they respect the international rules for the "young horses" categories).They are made with a high quality genuine merino wool lining obtained by shearing. Wool, a natural thermoregulator, is ideal for use in 4 seasons and, thanks also to its hypoallergenic properties, it is optimal for horses with sensitive skin.Avoiding the use of leather also avoids the typical problems of maintenance and care of the same without sacrificing maximum comfort and specific anti-allergic properties.Main features:Greater performanceReal hypoallergenic natural thermoregulator merino woolAnatomical structure in TPU with differentiated thicknessCarbon fiber inserts for extra protectionGel-Tech padding for shock absorptionAir intakes for extra ventilationFlex-Zone for complete freedom of movement100% Made in ItalyWashing instructions:Clean the product

EUR 97.90
1