2167 search results - page 7 / 434 » Learning with Drift Detection |
49
Voted
JACIII
2007
15 years 1 months ago
2007
77
Voted
ICWSM
2009
14 years 11 months ago
2009
136
Voted
COLT
2010
Springer
14 years 11 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...
110
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KDD
2007
ACM
16 years 2 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...
109
Voted
EPIA
2003
Springer
15 years 7 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...