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August 2009 8 x 9, 1208 pp., 399 illus. $95.00/£62.95 (CLOTH) Text ISBN-10: 0-262-01319-3 ISBN-13: 978-0-262-01319-2 Probabilistic Graphical Models Principles and Techniques Daphne Koller and Nir Friedman Table of Contents and Sample Chapters Most tasks require a person or an automated system to reason—to reach conclusions based on available information. The framework of probabilist

In 2006 London's famous Whitechapel Gallery and MIT Press formed an editorial alliance to produce a new series of books. Documents of Contemporary Art combines several features that do not often coincide in publishing: affordable paperback prices, good design, and impeccable editorial content. Each volume in the series is a definitive anthology on a particular theme, practice, or concern that is o

This book is dedicated, in respect and admiration, to the spirit that lives in the computer. ``I think that it's extraordinarily important that we in computer science keep fun in computing. When it started out, it was an awful lot of fun. Of course, the paying customers got shafted every now and then, and after a while we began to take their complaints seriously. We began to feel as if we really w

Wizard Book n. Hal Abelson's, Jerry Sussman's and Julie Sussman's Structure and Interpretation of Computer Programs (MIT Press, 1984; ISBN 0-262-01077-1), an excellent computer science text used in introductory courses at MIT. So called because of the wizard on the jacket. One of the bibles of the LISP/Scheme world. Also, less commonly, known as the Purple Book. from The New Hacker's Diction

September 2007 8 x 10, 360 pp., 61 illus. $45.00/£29.95 (CLOTH) Short ISBN-10: 0-262-02617-1 ISBN-13: 978-0-262-02617-8 Predicting Structured Data Edited by Gökhan H. Bakir, Thomas Hofmann, Bernhard Schölkopf, Alexander J. Smola, Ben Taskar and S. V. N. Vishwanathan Table of Contents and Sample Chapters Machine learning develops intelligent computer systems that are able to generalize

2.1  Introduction to Data Abstraction In section 1.1.8, we noted that a procedure used as an element in creating a more complex procedure could be regarded not only as a collection of particular operations but also as a procedural abstraction. That is, the details of how the procedure was implemented could be suppressed, and the particular procedure itself could be replaced by any other procedure