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» A System for Abductive Learning of Logic Programs
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JELIA
2004
Springer
13 years 10 months ago
The CIFF Proof Procedure for Abductive Logic Programming with Constraints
Abstract. We introduce a new proof procedure for abductive logic programming and present two soundness results. Our procedure extends that of Fung and Kowalski by integrating abduc...
Ulrich Endriss, Paolo Mancarella, Fariba Sadri, Gi...
RR
2009
Springer
13 years 9 months ago
Integrating Logic Programming and Production Systems in Abductive Logic Programming Agents
In this paper we argue the case for integrating the distinctive functionalities of logic programs and production systems within an abductive logic programming agent framework. In t...
Robert A. Kowalski, Fariba Sadri
LPNMR
2007
Springer
13 years 10 months ago
Programming Applications in CIFF
We show how to deploy the CIFF System 4.0 for abductive logic programming with constraints in a number of applications, ranging from combinatorial applications to web management. W...
Paolo Mancarella, Fariba Sadri, Giacomo Terreni, F...
ILP
2003
Springer
13 years 9 months ago
Hybrid Abductive Inductive Learning: A Generalisation of Progol
The learning system Progol5 and the underlying inference method of Bottom Generalisation are firmly established within Inductive Logic Programming (ILP). But despite their success...
Oliver Ray, Krysia Broda, Alessandra Russo
MLG
2007
Springer
13 years 10 months ago
Abductive Stochastic Logic Programs for Metabolic Network Inhibition Learning
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