2167 search results - page 7 / 434 » Learning with Drift Detection |
JACIII
2007
14 years 9 months ago
2007
ICWSM
2009
14 years 7 months ago
2009
COLT
2010
Springer
14 years 7 months ago
2010
Springer
In standard online learning, the goal of the learner is to maintain an average loss that is "not too big" compared to the loss of the best-performing function in a fixed...
KDD
2007
ACM
15 years 10 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...
EPIA
2003
Springer
15 years 2 months ago
2003
Springer
Most of supervised learning algorithms assume the stability of the target concept over time. Nevertheless in many real-user modeling systems, where the data is collected over an ex...