Titlebook: Markov Logic; An Interface Layer f Pedro Domingos,Daniel Lowd Book 2009 Springer Nature Switzerland AG 2009

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Markov Logic,In this chapter, we provide a detailed description of the Markov logic representation. We begin by providing background on first-order logic and probabilistic graphical models and then show how Markov logic unifies and builds on these concepts. Finally, we compare Markov logic to other representations that combine probability and logic.

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Extensions,v logic to handle continuous variables and infinite domains; uncertain disjunctions and existential quantifiers; and relational decision theory. We also describe inference algorithms for these extensions.

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Pedro Domingos,Daniel Lowdguration that require imagination to unravel meaning.Examine.This book reveals how Moses ibn Ezra, Judah Halevi, Moses Maimonides, and Shem Tov ibn Falaquera understood metaphor and imagination, and their role in the way human beings describe God. It demonstrates how these medieval Jewish thinkers e

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Pedro Domingos,Daniel Lowdcentury, ., which has been around for some 25 years, or the more short-lived depictions of the euro introduction as a . and of British EU policies as attempts to lodge Britain .. When we relate these specific formulations to the conceptual mapping INSTITUTIONS ARE ORGANISMS and its sub-mappings, the