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IJCAI
1993
14 years 23 days ago
Estimating the Accuracy of Learned Concepts
Timothy L. Bailey, Charles Elkan
IJCAI
1993
14 years 23 days ago
Symbolic Revision of Theories with M-of-N Rules
This paper presents a major revision of the Either propositional theory re nement system. Two issues are discussed. First, we show howrun timee ciency can be greatlyimproved by ch...
Paul T. Baffes, Raymond J. Mooney
IJCAI
1993
14 years 23 days ago
Statistical Foundations for Default Reasoning
We describe a new approach to default reasoning, based on a principle of indi erence among possible worlds. We interpret default rules as extreme statistical statements, thus obta...
Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, ...
IJCAI
1993
14 years 23 days ago
Representing Concurrent Actions in Extended Logic Programming
Gelfond and Lifschitz introduce a declarative language A for describing effects of actions and define a translation of theories in this language into extended logic programs(ELP, ...
Chitta Baral, Michael Gelfond
IJCAI
1993
14 years 23 days ago
HYDRA: A Noise-tolerant Relational Concept Learning Algorithm
Many learning algorithms form concept descriptions composed of clauses, each of which covers some proportion of the positive training data and a small to zero proportion of the ne...
Kamal M. Ali, Michael J. Pazzani
IJCAI
1993
14 years 23 days ago
FASTUS: A Finite-state Processor for Information Extraction from Real-world Text
Approaches to text processing that rely on parsing the text with a context-free grammar tend to be slow and error-prone because of the massive ambiguity of long sentences. In cont...
Douglas E. Appelt, Jerry R. Hobbs, John Bear, Davi...