A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, proba...

The sixth edition of the foundational reference on cognitive neuroscience, with entirely new material that covers the latest research, experimental approaches, and measurement methodologies. Each edition of this classic reference has proved to be a benchmark in the developing field of cognitive neuroscience. The sixth edition of The Cognitive Neurosciences continues to chart new directions in the study of the biological underpinnings of complex cognition-the relationship between the structura...

A pioneer in interaction design tells the stories of designers who changed the way people use everyday things in the digital era, interviewing the founders of Google, the creator of The Sims, the inventors and developers of the mouse and the desktop, and many others. Digital technology has changed the way we interact with everything from the games we play to the tools we use at work. Designers of digital technology products no longer regard their job as designing a physical object-beautiful o...

Innovative Technology in Art Conservation provides one of the first ever critical assessments of innovation in conservation science and questions what role it should play in conservation and conservation ethics.

Humans are social animals, and change is a social process. To understand this social process and explain the thoughts, feelings, and behaviours of individuals, knowledge of how the presence of others influences people is crucial. In this regard, bias is a concept with a lot of potential.

Because cognitive and social biases influence human thinking, feelings, and behaviour, these provide insights and knowledge that are helpful, if not essential, for the field of organizational behaviour and ch...

A mononeuropathy has to be recognised through physical examination before it can be explained and treated. This practical book provides valuable guidance on examination of peripheral nerves, and then looks at possible causes, prognosis and treatment. Mononeuropathies of the arm, leg and trunk are covered, and causes of mononeuropathies other than focal lesions are included.

The easy to follow text is well illustrated with over 90 line diagrams.practical book in the style of Aids to the Examin...

Treat the diseases affecting large animals! Veterinary Medicine, 11th Edition provides up-to-date information on the diseases of horses, cattle, sheep, goats, and pigs. Comprehensive coverage includes the principles of clinical examination and making a diagnosis, along with specific therapy recommendations. For easier use, this edition has been divided into two volumes and restructured into a logical, anatomically based approach to disease.

From internationally known veterinary experts Peter ...

Links have been established between the study of death assemblages by archaeologists and paleontologists and the application of physical anthropology concepts to the medicolegal investigation of death. This title explains these links. It covers such topics as archaeological methods and techniques and chemical aspects of decomposition.

Modern science meets ancient wellness in Chinese Medicine for the Mind, a comprehensive guide to treating anxiety, depression, insomnia, and more with Chinese herbal medicine and other traditional practices.

Foundations of Astrophysics provides a contemporary and complete introduction to astrophysics for astronomy and physics majors. With a logical presentation and conceptual and quantitative end-of-chapter problems, the material is accessible to introductory astrophysics students taking a two-semester survey course. Starting with the motions of the solar system and a discussion of the interaction of matter and light, the authors explore the physical nature of objects in the solar system, and the...