637 search results - page 109 / 128 » Generating Synthetic Data to Match Data Mining Patterns |
BMCBI
2008
15 years 18 hour ago
2008
Background: Currently, clustering with some form of correlation coefficient as the gene similarity metric has become a popular method for profiling genomic data. The Pearson corre...
136
click to vote
KDD
2003
ACM
16 years 9 days ago
2003
ACM
The goal of clustering is to identify distinct groups in a dataset. The basic idea of model-based clustering is to approximate the data density by a mixture model, typically a mix...
116
click to vote
WSDM
2012
ACM
13 years 7 months ago
2012
ACM
The phenomenal growth in the volume of easily accessible information via various web-based services has made it essential for service providers to provide users with personalized ...
219
click to vote
FM
2011
Springer
14 years 3 months ago
2011
Springer
Abstract. In this paper we describe TRACECONTRACT, an API for trace analysis, implemented in the SCALA programming language. We argue that for certain forms of trace analysis the b...
105
click to vote
KDD
2008
ACM
16 years 9 days ago
2008
ACM
Information diffusion, viral marketing, and collective classification all attempt to model and exploit the relationships in a network to make inferences about the labels of nodes....