78 search results - page 11 / 16 » Mining concept-drifting data streams using ensemble classifi... |
112
Voted
ICDM
2009
IEEE
14 years 9 months ago
2009
IEEE
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...
110
click to vote
TKDE
2008
14 years 11 months ago
2008
UCS is a supervised learning classifier system that was introduced in 2003 for classification in data mining tasks. The representation of a rule in UCS as a univariate classificati...
SAC
2002
ACM
14 years 11 months ago
2002
ACM
Many organizations have large quantities of spatial data collected in various application areas, including remote sensing, geographical information systems (GIS), astronomy, compu...
108
click to vote
VLDB
2005
ACM
15 years 5 months ago
2005
ACM
In this demo, we show that intelligent load shedding is essential in achieving optimum results in mining data streams under various resource constraints. The Loadstar system intro...
109
Voted
IJSI
2008
14 years 11 months ago
2008
Many data mining applications have a large amount of data but labeling data is often difficult, expensive, or time consuming, as it requires human experts for annotation. Semi-supe...