244 search results - page 13 / 49 » Budgeted Nonparametric Learning from Data Streams |
166
Voted
SIGMETRICS
2012
ACM
13 years 6 months ago
2012
ACM
Sampling is crucial for controlling resource consumption by internet traffic flow measurements. Routers use Packet Sampled NetFlow [9], and completed flow records are sampled in...
119
Voted
ESANN
2008
15 years 5 months ago
2008
While it is well-known that model can enhance the control performance in terms of precision or energy efficiency, the practical application has often been limited by the complexiti...
140
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
In a data streaming setting, data points are observed one by one. The concepts to be learned from the data points may change infinitely often as the data is streaming. In this pap...
147
Voted
ASC
2011
14 years 10 months ago
2011
In this paper, we present new approaches to handling drift and shift in on-line data streams with the help of evolving fuzzy systems (EFS), which are characterized by the fact tha...
132
Voted
KDD
2007
ACM
16 years 4 months ago
2007
ACM
In many practical applications, one is interested in generating a ranked list of items using information mined from continuous streams of data. For example, in the context of comp...