3411 search results - page 589 / 683 » Adaptive Transfer Learning |
161
Voted
SP
1999
IEEE
15 years 7 months ago
1999
IEEE
There is often the need to update an installed Intrusion Detection System (IDS) due to new attack methods or upgraded computing environments. Since many current IDSs are construct...
126
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ILP
1999
Springer
15 years 7 months ago
1999
Springer
Numerous measures are used for performance evaluation in machine learning. In predictive knowledge discovery, the most frequently used measure is classification accuracy. With new...
129
Voted
ATAL
2006
Springer
15 years 7 months ago
2006
Springer
As agent systems are solving more and more complex tasks in increasingly challenging domains, the systems themselves are becoming more complex too, often compromising their adapti...
110
Voted
AUSDM
2006
Springer
15 years 7 months ago
2006
Springer
If the dataset available to machine learning results from cluster sampling (e.g. patients from a sample of hospital wards), the usual cross-validation error rate estimate can lead...
149
Voted
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
Action set selection in Markov Decision Processes (MDPs) is an area of research that has received little attention. On the other hand, the set of actions available to an MDP agent...