Accession Number ADA572349
Title Improving Learning of Markov Logic Networks using Transfer and Bottom- Up Induction.
Publication Date May 2007
Media Count 51p
Personal Author L. S. Mihalkova
Abstract Statistical relational learning (SRL) algorithms combine ideas from rich knowledge representations such as first-order logic, with those from probabilistic graphical models, such as Markov networks, to address the problem of learning from multi-relational ...
Keywords Learning
Logic
Mlns(Markov logic networks)
Probability
Srl(Statistical relational learning)


 
Source Agency Non Paid ADAS
NTIS Subject Category 72B - Algebra, Analysis, Geometry, & Mathematical Logic
Corporate Author Texas Univ. at Austin. Dept. of Computer Sciences.
Document Type Technical report
Title Note N/A
NTIS Issue Number 1317
Contract Number FA8750-05-2-0283

Science and Technology Highlights

See a sampling of the latest scientific, technical and engineering information from NTIS in the NTIS Technical Reports Newsletter

Acrobat Reader Mobile    Acrobat Reader