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Vision and Brain

How We Perceive the World
By James V. Stone

In this accessible and engaging introduction to modern vision science, James Stone uses visual illusions to explore how the brain sees the world. Understanding vision, Stone argues, is not simply a question of knowing which neurons respond to particular visual features, but also requires a computational theory of vision.

Machine Learning

A Probabilistic Perspective
By Kevin P. Murphy

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, probabilistic approach.

Recursive Macroeconomic Theory, Third Edition

By Lars Ljungqvist and Thomas J. Sargent

Recursive methods offer a powerful approach for characterizing and solving complicated problems in dynamic macroeconomics. Recursive Macroeconomic Theory provides both an introduction to recursive methods and advanced material, mixing tools and sample applications. Only experience in solving practical problems fully conveys the power of the recursive approach, and the book provides many applications. This third edition offers substantial new material, with three entirely new chapters and significant revisions to others.

Contending Economic Theories

Neoclassical, Keynesian, and Marxian
By Richard D. Wolff and Stephen A. Resnick

Contending Economic Theories offers a unique comparative treatment of the three main theories in economics as it is taught today: neoclassical, Keynesian, and Marxian. Each is developed and discussed in its own chapter, yet also differentiated from and compared to the other two theories. The authors identify each theory’s starting point, its goals and foci, and its internal logic.

Characteristics of Games

By George Skaff Elias, Richard Garfield and K. Robert Gutschera

Characteristics of Games offers a new way to understand games: by focusing on certain traits--including number of players, rules, degrees of luck and skill needed, and reward/effort ratio--and using these characteristics as basic points of comparison and analysis. These issues are often discussed by game players and designers but seldom written about in any formal way. This book fills that gap. By emphasizing these player-centric basic concepts, the book provides a framework for game analysis from the viewpoint of a game designer.

A Semantic Web Primer, Third Edition

By Grigoris Antoniou, Paul Groth, Frank van Harmelen and Rinke Hoekstra

The development of the Semantic Web, with machine-readable content, has the potential to revolutionize the World Wide Web and its uses. A Semantic Web Primer provides an introduction and guide to this continuously evolving field, describing its key ideas, languages, and technologies.

Building Mobile Experiences

By Frank Bentley and Edward Barrett

The mobile device is changing the ways we interact with each other and with the world. The mobile experience is distinct from the desktop or laptop experience; mobile apps require a significantly different design philosophy as well as design methods that reflect the unique experience of computing in the world. This book presents an approach to designing mobile media that takes advantage of the Internet-connected, context-aware, and media-sharing capabilities of mobile devices.

Foundations of Machine Learning

By Mehryar Mohri, Afshin Rostamizadeh and Ameet Talwalkar

This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes several important modern algorithms, provides the theoretical underpinnings of these algorithms, and illustrates key aspects for their application. The authors aim to present novel theoretical tools and concepts while giving concise proofs even for relatively advanced topics.

Integrating Climate, Energy, and Air Pollution Policies

By Gary Bryner

The idea of the interconnectedness of nature is at the heart of environmental science. By contrast, American policy making and governance are characterized by fragmentation. Separation of powers, divergent ideologies, and geographical separation all work against a unified environmental policy. Nowhere does this mismatch between problem and solution pose a greater challenge than in climate change policy, which has implications for energy use, air quality, and such related areas as agriculture and land use.

Philosophy of Communication

Edited by Briankle G. Chang and Garnet C. Butchart

To philosophize is to communicate philosophically. From its inception, philosophy has communicated forcefully. Socrates, Plato, and Aristotle talk a lot, and talk ardently. Because philosophy and communication have belonged together from the beginning--and because philosophy comes into its own and solidifies its stance through communication--it is logical that we subject communication to philosophical investigation. This collection of key works of classical, modern, and contemporary philosophers brings communication back into philosophy’s orbit.