29 search results - page 3 / 6 » Unsupervised Duplicate Detection Using Sample Non-duplicates |
OOPSLA
2010
Springer
13 years 4 months ago
2010
Springer
Software developers often duplicate source code to replicate functionality. This practice can hinder the maintenance of a software project: bugs may arise when two identical code ...
ECML
2005
Springer
13 years 7 months ago
2005
Springer
Although very widely used in unsupervised data mining, most clustering methods are affected by the instability of the resulting clusters w.r.t. the initialization of the algorithm ...
SIGSOFT
2007
ACM
14 years 6 months ago
2007
ACM
The increasing complexity of configurable software systems creates a need for more intelligent sampling mechanisms to detect and locate failure-inducing dependencies between confi...
KDD
2004
ACM
14 years 6 months ago
2004
ACM
We propose a new unsupervised learning technique for extracting information from large text collections. We model documents as if they were generated by a two-stage stochastic pro...
BMCBI
2007
13 years 5 months ago
2007
Background: Genomic deletions and duplications are important in the pathogenesis of diseases, such as cancer and mental retardation, and have recently been shown to occur frequent...