104 search results - page 12 / 21 » The problem of bias in training data in regression problems ... |
MCS
2005
Springer
14 years 1 months ago
2005
Springer
Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems. However, SVMs suffer from the catastrophic forgetti...
RECOMB
2005
Springer
14 years 8 months ago
2005
Springer
Background: Support Vector Machines (SVMs) ? using a variety of string kernels ? have been successfully applied to biological sequence classification problems. While SVMs achieve ...
TMI
2002
13 years 7 months ago
2002
In this paper, we investigate an approach based on support vector machines (SVMs) for detection of microcalcification (MC) clusters in digital mammograms, and propose a successive ...
JMLR
2002
13 years 7 months ago
2002
A central problem in learning is selection of an appropriate model. This is typically done by estimating the unknown generalization errors of a set of models to be selected from a...
ISSRE
2005
IEEE
14 years 1 months ago
2005
IEEE
The software development process imposes major impacts on the quality of software at every development stage; therefore, a common goal of each software development phase concerns ...