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Annals of Mathematics and Artificial Intelligence, Volume 54

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Volume 54, Numbers 1-3, November 2008

Special Issue: Probabilistic Relational Learning / Guest Edited by: M. Jaeger, L. Getoor, K. Kersting

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Manfred Jaeger, Lise Getoor, Kristian Kersting:
Preface. 1-2
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Robert Mateescu, Rina Dechter:
Mixed deterministic and probabilistic networks. 3-51
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Nicos Angelopoulos, James Cussens:
Bayesian learning of Bayesian networks with informative priors. 53-98
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Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel:
Learning directed probabilistic logical models: ordering-search versus structure-search. 99-133
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Taisuke Sato, Yoshitaka Kameya, Kenichi Kurihara:
Variational Bayes via propositionalized probability computation in PRISM. 135-158
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Kee Siong Ng, John W. Lloyd, William T. B. Uther:
Probabilistic modelling, inference and learning using logical theories. 159-205
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Fabrizio Costa, Andrea Passerini, Marco Lippi, Paolo Frasconi:
A semiparametric generative model for efficient structured-output supervised learning. 207-222
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Sriraam Natarajan, Prasad Tadepalli, Thomas G. Dietterich, Alan Fern:
Learning first-order probabilistic models with combining rules. 223-256

Volume 54, Number 4, December 2008

Marco Somalvico Memorial Issue

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Ephraim Nissan, Giuseppina C. Gini, Marco Colombetti:
Guest editorial: Marco Somalvico memorial issue. 257-264
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Aldo Franco Dragoni:
Mental states as multi-context systems. 265-292
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Ephraim Nissan:
Epistemic formulae, argument structures, and a narrative on identity and deception: a formal representation from the AJIT subproject within AURANGZEB. 293-362
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Yimin Huang, Marco Valtorta:
On the completeness of an identifiability algorithm for semi-Markovian models. 363-408

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