878 search results - page 2 / 176 » Modeling Relational Data as Graphs for Mining |
KDD
2003
ACM
14 years 5 months ago
2003
ACM
Large and complex graphs representing relationships among sets of entities are an increasingly common focus of interest in data analysis--examples include social networks, Web gra...
BMCBI
2008
13 years 4 months ago
2008
Background: Biomedical and chemical databases are large and rapidly growing in size. Graphs naturally model such kinds of data. To fully exploit the wealth of information in these...
PKDD
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. Gaussian processes have successfully been used to learn preferences among entities as they provide nonparametric Bayesian approaches for model selection and probabilistic...
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE
A major obstacle to fully integrated deployment of many data mining algorithms is the assumption that data sits in a single table, even though most real-world databases have compl...
SDM
2012
SIAM
11 years 7 months ago
2012
SIAM