Volume 86, Number 1, January 2012

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  Paolo Frasconi, Francesca A. Lisi: Guest Editors' introduction - Special issue on inductive logic programming (ILP 2010). 1-2
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  Stephen Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter A. Flach, Katsumi Inoue, Ashwin Srinivasan: ILP turns 20 - Biography and future challenges. 3-23
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  Sriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann, Jude W. Shavlik: Gradient-based boosting for statistical relational learning: The relational dependency network case. 25-56
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  Michelangelo Diligenti, Marco Gori, Marco Maggini, Leonardo Rigutini: Bridging logic and kernel machines. 57-88
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  Fabrizio Riguzzi, Nicola Di Mauro: Applying the information bottleneck to statistical relational learning. 89-114
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  Yoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma: Inverse subsumption for complete explanatory induction. 115-139
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  Ashwin Srinivasan, Tanveer A. Faruquie, Sachindra Joshi: Data and task parallelism in ILP using MapReduce. 141-168

Volume 86, Number 2, February 2012

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  Rebecca J. Sela, Jeffrey S. Simonoff: RE-EM trees: a data mining approach for longitudinal and clustered data. 169-207
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  Nader H. Bshouty, Philip M. Long: Linear classifiers are nearly optimal when hidden variables have diverse effects. 209-231
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  Geoffrey I. Webb, Janice R. Boughton, Fei Zheng, Kai Ming Ting, Houssam Salem: Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive Bayesian classification. 233-272
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  Kazuho Watanabe: An alternative view of variational Bayes and asymptotic approximations of free energy. 273-293

Volume 86, Number 3, March 2012

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  Sicco Verwer, Mathijs de Weerdt, Cees Witteveen: Efficiently identifying deterministic real-time automata from labeled data. 295-333
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  Takafumi Kanamori, Taiji Suzuki, Masashi Sugiyama: Statistical analysis of kernel-based least-squares density-ratio estimation. 335-367
• 
  Marina Meila: Local equivalences of distances between clusterings - a geometric perspective. 369-389
• 
  Huan Xu, Shie Mannor: Robustness and generalization. 391-423

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