A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf
.
View Learning for Statistical Relational Learning: With an Application to Mammography
2005
International Joint Conference on Artificial Intelligence
Statistical relational learning (SRL) constructs probabilistic models from relational databases. A key capability of SRL is the learning of arcs (in the Bayes net sense) connecting entries in different rows of a relational table, or in different tables. Nevertheless, SRL approaches currently are constrained to use the existing database schema. For many database applications, users find it profitable to define alternative "views" of the database, in effect defining new fields or tables. Such new
dblp:conf/ijcai/DavisBDPRCS05
fatcat:sz5uspzjerb2fgjhpfxrioawna