3668 search results - page 183 / 734 » Margin Distribution and Learning |
148
click to vote
KDD
2009
ACM
2009
ACM
Quantification and semi-supervised classification methods for handling changes in class distribution
16 years 7 months ago
In realistic settings the prevalence of a class may change after a classifier is induced and this will degrade the performance of the classifier. Further complicating this scenari...
152
click to vote
VRML
1999
ACM
15 years 10 months ago
1999
ACM
Distributed work is becoming a major issue for a large part of the work force and distributed collaborative research has almost become the norm. Consequently, distributed communic...
198
click to vote
ECML
1997
Springer
15 years 10 months ago
1997
Springer
Abstract. E cient data mining algorithms are crucial fore ective knowledge discovery. We present the Multi-Stream Dependency Detection (msdd) data mining algorithm that performs a ...
188
click to vote
IJCAI
2007
15 years 7 months ago
2007
Multiagent distributed resource allocation requires that agents act on limited, localized information with minimum communication overhead in order to optimize the distribution of ...
183
click to vote
NECO
2002
15 years 6 months ago
2002
In the presence of a heavy-tail noise distribution, regression becomes much more di cult. Traditional robust regression methods assume that the noise distribution is symmetric and...