1648 search results - page 3 / 330 » Training Data Selection for Support Vector Machines |
160
Voted
ICML
1998
IEEE
16 years 6 months ago
1998
IEEE
Computational comparison is made between two feature selection approaches for nding a separating plane that discriminates between two point sets in an n-dimensional feature space ...
163
Voted
ICASSP
2010
IEEE
15 years 6 months ago
2010
IEEE
When building a classifier from clean training data for a particular test environment, knowledge about the environmental noise and channel should be taken into account. We propos...
194
Voted
IJCNN
2006
IEEE
15 years 12 months ago
2006
IEEE
— the paper discusses an approach of using traditional time series analysis, as domain knowledge, to help the data-preparation of support vector machine for classifying documents...
164
Voted
ICCS
2007
Springer
15 years 12 months ago
2007
Springer
In this paper, active learning with support vector machines (SVMs) is applied to the problem of tornado prediction. This method is used to predict which storm-scale circulations yi...
146
Voted
ICPR
2008
IEEE
16 years 7 days ago
2008
IEEE
OneClassMaxMinOver (OMMO) is a simple incremental algorithm for one-class support vector classification. We propose several enhancements and heuristics for improving model select...