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APPROX
2005
Springer
80views Algorithms» more  APPROX 2005»
14 years 3 months ago
On Learning Random DNF Formulas Under the Uniform Distribution
Abstract: We study the average-case learnability of DNF formulas in the model of learning from uniformly distributed random examples. We define a natural model of random monotone ...
Jeffrey C. Jackson, Rocco A. Servedio
NMR
2004
Springer
14 years 3 months ago
A plausible logic which detects loops
Unlike most non-monotonic logics Plausible Logic was designed from the very beginning with computer implementation in mind. But one aspect of implementation was neglected, namely ...
David Billington
NMR
2004
Springer
14 years 3 months ago
A resource bounded default logic
This paper presents statistical default logic, an expansion of classical (i.e., Reiter) default logic that allows us to model common inference patterns found in standard inferenti...
Gregory R. Wheeler
IPPS
2000
IEEE
14 years 2 months ago
The Parallelization of a Knowledge Discovery System with Hypergraph Representation
Abstract. Knowledge discovery is a time-consuming and space intensive endeavor. By distributing such an endeavor, we can diminish both time and space. System INDEDpronounced indee...
Jennifer Seitzer, James P. Buckley, Yi Pan, Lee A....
AGP
1998
IEEE
14 years 2 months ago
Dynamic Logic Programming
In this paper we investigate updates of knowledge bases represented by logic programs. In order to represent negative information, we use generalized logic programs which allow de...
José Júlio Alferes, João Alex...