1976 search results - page 189 / 396 » Predictive Graph Mining |
120
Voted
KDD
2004
ACM
16 years 2 months ago
2004
ACM
We use clustering to derive new relations which augment database schema used in automatic generation of predictive features in statistical relational learning. Clustering improves...
105
Voted
WSDM
2010
ACM
15 years 11 months ago
2010
ACM
We describe a machine learning approach for predicting sponsored search ad relevance. Our baseline model incorporates basic features of text overlap and we then extend the model t...
97
Voted
PKDD
2009
Springer
15 years 9 months ago
2009
Springer
Most accurate predictions are typically obtained by learning machines with complex feature spaces (as e.g. induced by kernels). Unfortunately, such decision rules are hardly access...
119
click to vote
ICDM
2008
IEEE
15 years 8 months ago
2008
IEEE
To cope with concept drift, we paired a stable online learner with a reactive one. A stable learner predicts based on all of its experience, whereas a reactive learner predicts ba...
123
click to vote
ICDM
2008
IEEE
15 years 8 months ago
2008
IEEE
We present a multiple-instance regression algorithm that models internal bag structure to identify the items most relevant to the bag labels. Multiple-instance regression (MIR) op...