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...

Current, comprehensive, and evidence-based Braunwald's Heart Disease remains the most trusted reference in the field and the leading source of reliable cardiology information for practitioners and trainees worldwide. The fully updated 12th Edition continues the tradition of excellence with dependable, state-of-the-art coverage of new drugs, new guidelines, more powerful imaging modalities, and recent developments in precision medicine that continue to change and advance the practice of cardio...

In this fascinating study Michael Rowe focuses on state-formation in Napoleonic Europe. It brings together the research findings of specialists in the histories of Europe's constituent nations and states during a momentous period in their development. Thematically focused and integrated within a comparative framework, the individual contributions explore areas as diverse as Britain, France, Germany, Hungary, Italy, Poland, Spain and Russia.

What impact did Napoleon have on these nations, and ...

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...

Best practices for picking up the pieces when projects fail There are plenty of books available offering best practices that help you keep your projects on track, but offer guidance on what to do when the worst has already happened. Some studies show that more than half of all large-scale project fail either fail completely, or at least miss targeted budget and scheduling goals. These failures cost organizations time, money, and labor.

Project Recovery offers wise guidance and real-world best...

Help groups deliver results with an updated approach to facilitation and consulting

The Skilled Facilitator: A Comprehensive Resource for Consultants, Facilitators, Trainers, and Coaches, Third Edition is a fundamental resource for consultants, facilitators, coaches, trainers, and anyone who helps groups realize their creative and problem-solving potential. This new edition includes updated content based on the latest research and revised models of group effectiveness and mutual learning. Rog...

Previous editions of this popular textbook offered an accessible and practical introduction to numerical analysis. An Introduction to Numerical Methods: A MATLAB (R) Approach, Fourth Edition continues to present a wide range of useful and important algorithms for scientific and engineering applications. The authors use MATLAB to illustrate each numerical method, providing full details of the computed results so that the main steps are easily visualized and interpreted.

This edition also inclu...

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...