Machine Learning, Volume 62, 2006

Volume 62, Number 1-2, February 2006

• Hendrik Blockeel, David 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 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
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Volume 62, Number 3, March 2006

• 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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