878 search results - page 13 / 176 » Modeling Relational Data as Graphs for Mining |
107
Voted
KDD
2005
ACM
16 years 4 months ago
2005
ACM
We consider a model in which background knowledge on a given domain of interest is available in terms of a Bayesian network, in addition to a large database. The mining problem is...
125
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CORR
2007
Springer
15 years 3 months ago
2007
Springer
Data mining is a useful decision support technique that can be used to discover production rules in warehouses or corporate data. Data mining research has made much effort to appl...
131
Voted
ICDM
2009
IEEE
15 years 10 months ago
2009
IEEE
A pervasive problem in large relational databases is identity uncertainty which occurs when multiple entries in a database refer to the same underlying entity in the world. Relati...
147
Voted
KDD
2002
ACM
16 years 4 months ago
2002
ACM
Relational Markov models (RMMs) are a generalization of Markov models where states can be of different types, with each type described by a different set of variables. The domain ...
126
Voted
ICDM
2005
IEEE
15 years 9 months ago
2005
IEEE
Data mining algorithms are facing the challenge to deal with an increasing number of complex objects. For graph data, a whole toolbox of data mining algorithms becomes available b...