ILP approach | Sciweavers

13

ML
2008
ACM

150views Machine Learning» more ML 2008»

Learning probabilistic logic models from probabilistic examples

13 years 4 months ago

Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...

Jianzhong Chen, Stephen Muggleton, José Car...

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9

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IJCAI
2001

91views Artificial Intelligence» more IJCAI 2001»

Relational Learning via Propositional Algorithms: An Information Extraction Case Study

13 years 6 months ago

Download l2r.cs.uiuc.edu

This paper develops a new paradigm for relational learning which allows for the representation and learning of relational information using propositional means. This paradigm sugg...

Dan Roth, Wen-tau Yih

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23

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MLG
2007
Springer

196views Machine Learning» more MLG 2007»

Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning

13 years 10 months ago

Download mlg07.dsi.unifi.it

Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...

Jianzhong Chen, Stephen Muggleton, Jose Santos

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