AAAI 1996 | Sciweavers

Past work in navigation has worked toward the goal of producing an accurate map of the environment. While no one can deny the usefulness of such a map, the ideal of producing a co...

Daniel D. Fu, Kristian J. Hammond, Michael J. Swai...

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AAAI
1996

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First-Order Conditional Logic Revisited

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Conditional logics play an important role in recent attempts to investigate default reasoning. This paper investigates firstorder conditional logic. We show that, as for first-ord...

Nir Friedman, Joseph Y. Halpern, Daphne Koller

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AAAI
1996

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Plausibility Measures and Default Reasoning

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In recent years, a number of different semantics for defaults have been proposed, such as preferential structures, semantics, possibilistic structures, and

Nir Friedman, Joseph Y. Halpern

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AAAI
1996

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Building Classifiers Using Bayesian Networks

14 years 1 months ago

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Recent work in supervised learning has shown that a surprisingly simple Bayesian classifier with strong assumptions of independence among features, called naive Bayes, is competit...

Nir Friedman, Moisés Goldszmidt

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AAAI
1996

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Neighborhood Inverse Consistency Preprocessing

14 years 1 months ago

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Constraint satisfaction consistency preprocessing methods are used to reduce search e ort. Time and especially space costs limit the amount of preprocessing that will be cost e ec...

Eugene C. Freuder, Charles D. Elfe

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AAAI
1996

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Scaling up Logic-Based Truth Maintenance Systems via Fact Garbage Collection

14 years 1 months ago

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Truth maintenance systems provide caches of beliefs and inferences that support explanations and search. Traditionally, the cost of using a TMS is monotonic growth in the size of ...

John O. Everett, Kenneth D. Forbus

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AAAI
1996

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Moving Up the Information Food Chain: Deploying Softbots on the World Wide Web

14 years 1 months ago