Volume 62, Issue 1-2 | Machine Learning

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Volume 62, Issue 1-2

February 2006

Special Issue: Multi-Relational Data Mining and Statistical Relational Learning

Issue Editors:

Hendrik Blockeel,
David Jensen,
Stefan Kramer

6 articles in this issue

Introduction to the special issue on multi-relational data mining and statistical relational learning
Hendrik Blockeel
David Jensen
Stefan Kramer
Editorial 27 January 2006 Pages: 3 - 5
PRL: A probabilistic relational language
Lise Getoor
John Grant
OriginalPaper 27 January 2006 Pages: 7 - 31
Propositionalization-based relational subgroup discovery with RSD
Filip Železný
Nada Lavrač
OriginalPaper 27 January 2006 Pages: 33 - 63
Distribution-based aggregation for relational learning with identifier attributes
Claudia Perlich
Foster Provost
OriginalPaper 27 January 2006 Pages: 65 - 105
Markov logic networks
Matthew Richardson
Pedro Domingos
OriginalPaper 27 January 2006 Pages: 107 - 136
XRules: An effective algorithm for structural classification of XML data
Mohammed J. Zaki
Charu C. Aggarwal
OriginalPaper 27 January 2006 Pages: 137 - 170