Sciweavers

3668 search results - page 439 / 734
» Margin Distribution and Learning
Sort
View
ECML
2005
Springer
16 years 5 days ago
Severe Class Imbalance: Why Better Algorithms Aren't the Answer
This paper argues that severe class imbalance is not just an interesting technical challenge that improved learning algorithms will address, it is much more serious. To be useful, ...
Chris Drummond, Robert C. Holte
GECCO
2005
Springer
155views Optimization» more  GECCO 2005»
16 years 5 days ago
A pareto archive evolutionary strategy based radial basis function neural network training algorithm for failure rate prediction
This paper outlines a radial basis function neural network approach to predict the failures in overhead distribution lines of power delivery systems. The RBF networks are trained ...
Grant Cochenour, Jerad Simon, Sanjoy Das, Anil Pah...
GI
2004
Springer
16 years 18 hour ago
Collaborative Decision Making in Organic Business Environments
Abstract: This paper presents a multiagent architecture and algorithms for collaborative, self-organizing learning in distributed, heterogeneous and dynamic business systems, where...
Yutao Guo, Jörg P. Müller
ECOOPW
1999
Springer
15 years 11 months ago
Minimalist Documentation of Frameworks
Programmers are like most other humans - they prefer to act rather than read. In the context of application frameworks, this means that a programmer is more inclined to “try it ...
Kasper Østerbye
COLT
2007
Springer
15 years 10 months ago
Resampling-Based Confidence Regions and Multiple Tests for a Correlated Random Vector
We study generalized bootstrapped confidence regions for the mean of a random vector whose coordinates have an unknown dependence structure, with a non-asymptotic control of the co...
Sylvain Arlot, Gilles Blanchard, Étienne Ro...