41 search results - page 3 / 9 » Cleaning disguised missing data: a heuristic approach |
JMLR
2010
13 years 1 months ago
2010
We introduce a simple order-based greedy heuristic for learning discriminative structure within generative Bayesian network classifiers. We propose two methods for establishing an...
KDD
2009
ACM
14 years 1 months ago
2009
ACM
There is a growing wealth of data describing networks of various types, including social networks, physical networks such as transportation or communication networks, and biologic...
PAKDD
2005
ACM
13 years 11 months ago
2005
ACM
The usefulness of the results produced by data mining methods can be critically impaired by several factors such as (1) low quality of data, including errors due to contamination, ...
ACSAC
2010
IEEE
13 years 4 months ago
2010
IEEE
A promising method for the detection of previously unknown code injection attacks is the identification of the shellcode that is part of the attack vector using payload execution....
DASFAA
2009
IEEE
13 years 7 months ago
2009
IEEE
The problem of identifying deviating patterns in XML repositories has important applications in data cleaning, fraud detection, and stock market analysis. Current methods determine...