PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Graphs, hypergraphs and inductive logic programming
Hendrik Blockeel, Tijn Witsenburg and Joost Kok
In: 5th International Workshop on Mining and Learning with Graphs, 1-3 Aug 2007, Florence, Italy.


There are many connections between graph mining and inductive logic programming (ILP), or more generally relational learning. Up till now these connections have mostly been described or exploited in an informal way. A more careful and formal study of them may lead to new insights in the relationships between the different learning formalisms, and possibly new methods for solving certain problems that rely on translating problems or algorithms from one setting to another. In this paper we initiate an investigation into this.

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EPrint Type:Conference or Workshop Item (Spotlight)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
ID Code:3709
Deposited By:Hendrik Blockeel
Deposited On:14 February 2008