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Searching for "Statistical predicate invention." – sorted by Relevance.

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10 documents found, showing 1 through 10.

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Statistical predicate invention
by Stanley Kok, Pedro Domingos — 2007 — In Z. Ghahramani (Ed.), Proceedings of the 24’th annual international conference on machine learning (ICML-2007
…Statistical Predicate Invention Stanley Kok koks@(email omitted); Pedro Domingos pedrod…
Cited by 10 (6 self) – Add To MetaCart

Relational Learning with Statistical Predicate Invention: Better Models for Hypertext
by Mark Craven, Sean Slattery — 2001 — Machine Learning
… Learning with Statistical Predicate Invention: Better Models for Hypertext MARK CRAVEN craven…
Cited by 44 (0 self) – Add To MetaCart

Towards Structural Logistic Regression: Combining Relational and Statistical Learning
by Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence, David M. Pennock — 2002
…. Craven et al. [4, 14] propose a technique called \statistical predicate invention" to combine statistical…
Cited by 18 (5 self) – Add To MetaCart

Using Statistical and Relational Methods to Characterize Hyperlink Paths
by Mark Craven — 1998 — Artificial Intelligence and Link Analysis: Papers from the 1998 AAAI Fall Symposium
… predicate-invention method. The predicates that are invented are statistical classifiers applied to some…
Cited by 4 (0 self) – Add To MetaCart

Statistical Relational Learning: Four Claims And A Survey
by J. Neville — 2003
… No no Bernstein, Clearwater, and Provost, 2003 FOIL-PILFS relational learner w/statistical predicate invention Yes…
Cited by 11 (0 self) – Add To MetaCart

unknown title
by unknown authors
… No no Bernstein, Clearwater, and Provost, 2003 FOIL-PILFS relational learner w/statistical predicate invention Yes…
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Statistical Relational Learning for Document Mining
by Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence, David M. Pennock — 2003
… distribution. A technique called Statistical Predicate Invention (Craven & Slattery, 2001) combines statistical…
Cited by 29 (5 self) – Add To MetaCart

Learning to Extract Relations from MEDLINE
by Mark Craven — 1999 — In AAAI-99 Workshop on Machine Learning for Information Extraction
… occurring in sentences and phrases by using a statistical predicate-invention method (Slattery & Craven 1998…
Cited by 13 (0 self) – Add To MetaCart

Cluster-based Concept Invention for Statistical Relational Learning
by Alexandrin Popescul, Lyle H. Ungar — 2004 — Proceedings of the 10th SIGKDD
… logic programming it is known as "predicate invention ". For example, Statistical Predicate Invention [1…
Cited by 17 (4 self) – Add To MetaCart

Unifying logical and statistical AI
by Pedro Domingos, Stanley Kok, Hoifung Poon, Matthew Richardson, Parag Singla — 2006 — Proceedings of the Twenty-First National Conference on Artificial Intelligence
… to learning MLNs, including automatically inventing new predicates (or, in statistical terms, discovering…
Cited by 9 (3 self) – Add To MetaCart

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