61 search results - page 1 / 13 » The complexity of learning according to two models of a drif... |
COLT
1998
Springer
13 years 9 months ago
1998
Springer
AAAI
2000
13 years 6 months ago
2000
If robotic agents are to act autonomously they must have the ability to construct and reason about models of their physical environment. For example, planning to achieve goals req...
PKDD
2005
Springer
13 years 10 months ago
2005
Springer
In applications such as fraud and intrusion detection, it is of great interest to measure the evolving trends in the data. We consider the problem of quantifying changes between tw...
IDA
2002
Springer
13 years 5 months ago
2002
Springer
Most classification methods are based on the assumption that the data conforms to a stationary distribution. However, the real-world data is usually collected over certain periods...
AIA
2007
13 years 6 months ago
2007
A fundamental assumption often made in supervised classification is that the problem is static, i.e. the description of the classes does not change with time. However many practi...