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» Applying Inductive Logic Programming to Process Mining
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DAGSTUHL
2003
13 years 6 months ago
Logical Languages for Data Mining
Data mining focuses on the development of methods and algorithms for such tasks as classification, clustering, rule induction, and discovery of associations. In the database fiel...
Fosca Giannotti, Giuseppe Manco, Jef Wijsen
AWIC
2005
Springer
13 years 10 months ago
Tuples Extraction from HTML Using Logic Wrappers and Inductive Logic Programming
This paper presents an approach for applying inductive logic programming to information extraction from HTML documents structured as unranked ordered trees. We consider information...
Costin Badica, Amelia Badica, Elvira Popescu
PKDD
2004
Springer
118views Data Mining» more  PKDD 2004»
13 years 10 months ago
Learning from Multi-source Data
This paper proposes an efficient method to learn from multi source data with an Inductive Logic Programming method. The method is based on two steps. The first one consists in lea...
Élisa Fromont, Marie-Odile Cordier, Rene Qu...
KR
2004
Springer
13 years 10 months ago
Condensed Representations for Inductive Logic Programming
When mining frequent Datalog queries, many queries will be equivalent in the light of an implicit or explicit background knowledge. To alleviate the problem, we introduce various t...
Luc De Raedt, Jan Ramon
LOPSTR
1998
Springer
13 years 9 months ago
Inductive Synthesis of Logic Programs by Composition of Combinatory Program Schemes
Based on a variable-free combinatory form of definite clause logic programs we outline a methodology and supporting program environment CombInduce for inducing well-moded logic pro...
Andreas Hamfelt, Jørgen Fischer Nilsson