manfred jaeger rbdkutcsaaudk final call papers note deadline extended sep16 call papers annals mathematics artificial intelligence special issue probabilistic relational learning httpwwwcsaaudkjaegeramai past 15 years relational logical probabilistic models attracted increasing interest within several research communities especially among researchers fields probabilistic graphical models inductive logic programming perspectives methods differ different research traditions converged emerges coherent exciting subject probabilistic relational learning aka statistical relational learning probabilistic logic learning probabilistic relational learning deals machine learning data mining relational domains observations may missing partially observed andor noisy special issue annals mathematics artificial intelligence invite highquality papers aspects probabilistic relational models learning particular interest papers provide deeper understanding fundamental mathematical statistical algorithmic aspects probabilistic relational learning however papers focus empirical results applications especially ai domain well high quality review papers also welcome specific topics interest knowledge representation expressivity useability relational models efficient inference relational models probabilistic relational learning artificial intelligence applications role logic relational models learning feature construction aggregation statistical analysis theory relational learning statistical predicate invention dynamic relational models making complex decisions relational worlds papers submitted email guest editors submission deadline september 16 2007 guest editors manfred jaeger institut datalogi aalborg university fredrik bajers vej 7e 9220 aalborg denmark rbdkutcsaaudk lise getoor computer science dptumiacs av williams building room 3217 university maryland college park md 20742 usa uhuzfmcsumdedu kristian kersting mit csail room 32g480 32 vassar st cambridge 021394307 usa peoauzbgcsailmitedu fri 08 aug 2008 061443 0200 uai deadline extended amai special issue probabilistic relational learning