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IJCAI
1989
15 years 1 months ago
1989
Several published reports show that instancebased learning algorithms yield high classification accuracies and have low storage requirements during supervised learning application...
IJCAI
1989
15 years 1 months ago
1989
Intelligent reasoners sometimes draw conclusions that lack new or relevant information. Similarly, automated reasoning systems can produce formulas that are not necessary for the ...
IJCAI
1989
15 years 1 months ago
1989
This paper considers the Valiant framework as it is applied to the task of learning logical concepts from random examples. It is argued that the current interpretation of this Val...
IJCAI
1989
15 years 1 months ago
1989
In equality-based binary r e s o l u t i o n , the v i a b i l i t y t e s t is used as a decision mechanism to select disagreement sets and also to define the RUE u n i f i e r ....
IJCAI
1989
15 years 1 months ago
1989
We extend qualitative reasoning with estimations of the relative likelihoods of the pos sible qualitative behaviors . We estimate the likelihoods by viewing the dynamics o f a sys...