923 search results - page 71 / 185 » Requirements for Machine Lifelong Learning |
86
Voted
GECCO
2007
Springer
15 years 7 months ago
2007
Springer
In many design tasks it is difficult to explicitly define an objective function. This paper uses machine learning to derive an objective in a feature space based on selected examp...
113
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
The detection of faces in images is fundamentally a rare event detection problem. Cascade classifiers provide an efficient computational solution, by leveraging the asymmetry in t...
93
Voted
ECML
2006
Springer
15 years 4 months ago
2006
Springer
The standard approach for learning Markov Models with Hidden State uses the Expectation-Maximization framework. While this approach had a significant impact on several practical ap...
144
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KDD
2012
ACM
13 years 3 months ago
2012
ACM
Digital storage of personal music collections and cloud-based music services (e.g. Pandora, Spotify) have fundamentally changed how music is consumed. In particular, automatically...
128
click to vote
TKDE
2012
13 years 3 months ago
2012
—Online learning algorithms often have to operate in the presence of concept drifts. A recent study revealed that different diversity levels in an ensemble of learning machines a...