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Machine Learning, Volume 62, 2006

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Volume 62, Number 1-2, February 2006

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

Volume 62, Number 3, March 2006

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Naim Zbidi, Sami Faïz, Mohamed Limam:
On Mining Summaries by Objective Measures of Interestingness. 175-198
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Tao Li:
A Unified View on Clustering Binary Data. 199-215
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Kristiaan Pelckmans, Johan A. K. Suykens, Bart De Moor:
Additive Regularization Trade-Off: Fusion of Training and Validation Levels in Kernel Methods. 217-252

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