ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
We investigate four previously unexplored aspects of ensemble selection, a procedure for building ensembles of classifiers. First we test whether adjusting model predictions to p...
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
1 In traditional direct marketing, the implicit assumption is that customers will only purchase the product if they are contacted. In real business environments, however, there ar...
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
— Log-linear models are widely used for labeling feature vectors and graphical models, typically to estimate robust conditional distributions in presence of a large number of pot...
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
Choosing an appropriate kernel is one of the key problems in kernel-based methods. Most existing kernel selection methods require that the class labels of the training examples ar...
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
Recently K-anonymity has gained popularity as a privacy quantification against linking attacks, in which attackers try to identify a record with values of some identifying attrib...
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
Internet routing dynamics have been extensively studied in the past few years. However, dynamics such as interdomain Border Gateway Protocol (BGP) behavior are still poorly unders...
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
Mining graph data is an increasingly popular challenge, which has practical applications in many areas, including molecular substructure discovery, web link analysis, fraud detect...
ICDM
2006
IEEE
14 years 6 months ago
2006
IEEE
Entity resolution is the problem of determining which records in a database refer to the same entities, and is a crucial and expensive step in the data mining process. Interest in...