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AEI
2002
48views more  AEI 2002»
13 years 5 months ago
Graph-based induction and its applications
A machine learning technique called Graph-based induction (GBI) ef
Takashi Matsuda, Hiroshi Motoda, Takashi Washio
ILP
2005
Springer
13 years 10 months ago
A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment
We propose a new approach to Inductive Logic Programming that systematically exploits caching and offers a number of advantages over current systems. It avoids redundant computati...
Héctor Corrada Bravo, David Page, Raghu Ram...
OOPSLA
2010
Springer
13 years 3 months ago
A simple inductive synthesis methodology and its applications
Given a high-level specification and a low-level programming language, our goal is to automatically synthesize an efficient program that meets the specification. In this paper,...
Shachar Itzhaky, Sumit Gulwani, Neil Immerman, Moo...
AAI
2008
71views more  AAI 2008»
13 years 5 months ago
The QSM Algorithm and its Application to Software Behavior Model Induction
Pierre Dupont, Bernard Lambeau, Christophe Damas, ...
ACL
2010
13 years 3 months ago
Bayesian Synchronous Tree-Substitution Grammar Induction and Its Application to Sentence Compression
We describe our experiments with training algorithms for tree-to-tree synchronous tree-substitution grammar (STSG) for monolingual translation tasks such as sentence compression a...
Elif Yamangil, Stuart M. Shieber