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- Statistical_relational_learning abstract "Statistical relational learning (SRL) is a subdiscipline of artificial intelligence and machine learning that is concerned with domain models that exhibit both uncertainty (which can be dealt with using statistical methods) and complex, relational structure. Typically, the knowledge representation formalisms developed in SRL use (a subset of) first-order logic to describe relational properties of a domain in a general manner (universal quantification) and draw upon probabilistic graphical models (such as Bayesian networks or Markov networks) to model the uncertainty; some also build upon the methods of inductive logic programming. Significant contributions to the field have been made since the late 1990s.As is evident from the characterization above, the field is not strictly limited to learning aspects; it is equally concerned with reasoning (specifically probabilistic inference) and knowledge representation. Therefore, alternative terms that reflect the main foci of the field include statistical relational learning and reasoning (emphasizing the importance of reasoning) and first-order probabilistic languages (emphasizing the key properties of the languages with which models are represented).".
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- Statistical_relational_learning wikiPageRevisionID "704830540".
- Statistical_relational_learning wikiPageWikiLink Artificial_intelligence.
- Statistical_relational_learning wikiPageWikiLink Association_rule_learning.
- Statistical_relational_learning wikiPageWikiLink BLOG_model.
- Statistical_relational_learning wikiPageWikiLink Bayesian_logic_program.
- Statistical_relational_learning wikiPageWikiLink Bayesian_network.
- Statistical_relational_learning wikiPageWikiLink Ben_Taskar.
- Statistical_relational_learning wikiPageWikiLink Binary_relation.
- Statistical_relational_learning wikiPageWikiLink Category:Computational_statistics.
- Statistical_relational_learning wikiPageWikiLink Category:Machine_learning.
- Statistical_relational_learning wikiPageWikiLink Category:Statistical_models.
- Statistical_relational_learning wikiPageWikiLink Cluster_analysis.
- Statistical_relational_learning wikiPageWikiLink Collaborative_filtering.
- Statistical_relational_learning wikiPageWikiLink Collective_classification.
- Statistical_relational_learning wikiPageWikiLink Domain_model.
- Statistical_relational_learning wikiPageWikiLink First-order_logic.
- Statistical_relational_learning wikiPageWikiLink Formal_concept_analysis.
- Statistical_relational_learning wikiPageWikiLink Fuzzy_logic.
- Statistical_relational_learning wikiPageWikiLink Grammar_induction.
- Statistical_relational_learning wikiPageWikiLink Graphical_model.
- Statistical_relational_learning wikiPageWikiLink Inductive_logic_programming.
- Statistical_relational_learning wikiPageWikiLink Knowledge_representation_and_reasoning.
- Statistical_relational_learning wikiPageWikiLink Lecture_Notes_in_Computer_Science.
- Statistical_relational_learning wikiPageWikiLink Link-based_clustering.
- Statistical_relational_learning wikiPageWikiLink Link_prediction.
- Statistical_relational_learning wikiPageWikiLink Lise_Getoor.
- Statistical_relational_learning wikiPageWikiLink Machine_learning.
- Statistical_relational_learning wikiPageWikiLink Markov_logic_network.
- Statistical_relational_learning wikiPageWikiLink Markov_random_field.
- Statistical_relational_learning wikiPageWikiLink Multi-entity_Bayesian_network.
- Statistical_relational_learning wikiPageWikiLink Probabilistic_soft_logic.
- Statistical_relational_learning wikiPageWikiLink Reason.
- Statistical_relational_learning wikiPageWikiLink Record_linkage.
- Statistical_relational_learning wikiPageWikiLink Recursive_random_field.
- Statistical_relational_learning wikiPageWikiLink Relational_Bayesian_network.
- Statistical_relational_learning wikiPageWikiLink Relational_Kalman_filtering.
- Statistical_relational_learning wikiPageWikiLink Relational_Markov_network.
- Statistical_relational_learning wikiPageWikiLink Relational_dependency_network.
- Statistical_relational_learning wikiPageWikiLink Social_network.
- Statistical_relational_learning wikiPageWikiLink Statistical_classification.
- Statistical_relational_learning wikiPageWikiLink Statistical_inference.
- Statistical_relational_learning wikiPageWikiLink Uncertainty.
- Statistical_relational_learning wikiPageWikiLink Universal_quantification.
- Statistical_relational_learning wikiPageWikiLinkText "Statistical Relational Learning".
- Statistical_relational_learning wikiPageWikiLinkText "Statistical relational learning".
- Statistical_relational_learning wikiPageWikiLinkText "Statistical relational learning#Representation formalisms".
- Statistical_relational_learning wikiPageWikiLinkText "statistical relational learning".
- Statistical_relational_learning wikiPageUsesTemplate Template:More_footnotes.
- Statistical_relational_learning wikiPageUsesTemplate Template:Reflist.
- Statistical_relational_learning subject Category:Computational_statistics.
- Statistical_relational_learning subject Category:Machine_learning.
- Statistical_relational_learning subject Category:Statistical_models.
- Statistical_relational_learning type Model.
- Statistical_relational_learning type Algorithm.
- Statistical_relational_learning type Model.
- Statistical_relational_learning type Page.
- Statistical_relational_learning comment "Statistical relational learning (SRL) is a subdiscipline of artificial intelligence and machine learning that is concerned with domain models that exhibit both uncertainty (which can be dealt with using statistical methods) and complex, relational structure.".
- Statistical_relational_learning label "Statistical relational learning".
- Statistical_relational_learning sameAs Q7604413.
- Statistical_relational_learning sameAs m.04n5209.
- Statistical_relational_learning sameAs Q7604413.
- Statistical_relational_learning wasDerivedFrom Statistical_relational_learning?oldid=704830540.
- Statistical_relational_learning isPrimaryTopicOf Statistical_relational_learning.