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Glenn Shafer has written 6 work(s)

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Hardcover:

9780471402268 | Wiley-Interscience, June 25, 2001, cover price $190.00 |

*About this edition:*Provides a foundation for probability based on game theory rather than measure theory.Miscellaneous:

9780471461715 | Wiley-Interscience, March 11, 2005, cover price $156.00

Miscellaneous:

9780471249696 | Onl edition (John Wiley & Sons Inc, February 7, 2005), cover price $140.00

Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorithmic notion of randomness. Based on these approximations, a new set of machine learning algorithms have been developed that can be used to make predictions and to estimate their confidence and credibility in high-dimensional spaces under the usual assumption that the data are independent and identically distributed (assumption of randomness). Another aim of this unique monograph is to outline some limits of predictions: The approach based on algorithmic theory of randomness allows for the proof of impossibility of prediction in certain situations. The book describes how several important machine learning problems, such as density estimation in high-dimensional spaces, cannot be solved if the only assumption is randomness.

Hardcover:

9780387001524 | Springer-Verlag New York Inc, November 30, 2004, cover price $179.00

Paperback:

9781441934710 | Springer Verlag, November 30, 2004, cover price $179.00 |

*About this edition:*Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorithmic notion of randomness.Hardcover:

9780262193689 | Mit Pr, November 15, 1996, cover price $17.75

Product Description: Probabilistic Expert Systems emphasizes the basic computational principles that make probabilistic reasoning feasible in expert systems. The key to computation in these systems is the modularity of the probabilistic model. Shafer describes and compares the principal architectures for exploiting this modularity in the computation of prior and posterior probabilities...read more

Paperback:

9780898713732 | Society for Industrial & Applied, August 1, 1996, cover price $49.50 |

*About this edition:*Probabilistic Expert Systems emphasizes the basic computational principles that make probabilistic reasoning feasible in expert systems.Paperback:

9781558601253 | Morgan Kaufmann Pub, July 1, 1990, cover price $49.95 |

*About this edition:*Will be shipped from US.Product Description: Both in science and in practical affairs we reason by combining facts only inconclusively supported by evidence. Building on an abstract understanding of this process of combination, this book constructs a new theory of epistemic probability...read more

Hardcover:

9780691081755 | Princeton Univ Pr, March 1, 1976, cover price $49.50 |

*About this edition:*Both in science and in practical affairs we reason by combining facts only inconclusively supported by evidence.Paperback:

9780691100425, titled "A Mathematical Theory of Evidence" | Princeton Univ Pr, April 1, 1976, cover price $36.95 |

*About this edition:*Both in science and in practical affairs we reason by combining facts only inconclusively supported by evidence.
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