Computers and Computing

Dana H. Ballard, An Introduction to Natural Computation
Daniel C. Dennett, Brainchildren: Essays on Designing Minds
Marco Dorigo and Marco Colombetti, Robot Shaping: An Experiment in Behavior Engineering
Greg Egan, Permutation City
Gary William Flake, The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation
David Hand, Heikki Mannila and Padhraic Smyth, Principles of Data Mining [Review forthcoming]
John H. Holland, Keith J. Holyoak, Richard E. Nisbett and Paul R. Thagard, Induction: Processes of Inference, Learning, and Discovery
Andrew Ilachinski, Cellular Automata: A Discrete Universe
Michael J. Kearns and Umesh V. Vazirani, An Introduction to Computational Learning Theory
Heinz Pagels, The Dreams of Reason
Rolf Pfeifer and Christian Scheier, Understanding Intelligence [Review forthcoming]
William Poundstone, Labyrinths of Reason: Paradox, Puzzles and the Frailty of Knowledge
William Poundstone, The Recursive Universe [Review forthcoming]
Mitchel Resnick, Turtles, Termites and Traffic Jams: Explorations in Massively Parallel Microworlds
Herbert Simon, The Sciences of the Artificial [Review forthcoming]
Chris Thornton, Truth from Trash: How Learning Makes Sense
Sholom M. Weiss and Nitin Indurkhya, Predictive Data Mining: A Practical Guide [Review forthcoming]
G. Pascal Zachary, Endless Frontier: Vannevar Bush, Engineer of the American Century [Review forthcoming]