477 search results - page 23 / 96 » Clustering Complex Data with Group-Dependent Feature Selecti... |
122
click to vote
PRL
2007
14 years 11 months ago
2007
: We propose a new feature selection strategy based on rough sets and Particle Swarm Optimization (PSO). Rough sets has been used as a feature selection method with much success, b...
112
click to vote
EWCBR
2006
Springer
15 years 3 months ago
2006
Springer
Feature selection algorithms can reduce the high dimensionality of textual cases and increase case-based task performance. However, conventional algorithms (e.g., information gain)...
103
click to vote
ISMB
1993
15 years 1 months ago
1993
Weintroduce a parallel approach, "DT-SELECT," for selecting features used by inductive learning algorithms to predict protein secondary structure. DT-SELECTis able to ra...
100
click to vote
ICPR
2006
IEEE
16 years 26 days ago
2006
IEEE
Band ratios have many useful applications in hyperspectral image analysis. While optimal ratios have been chosen empirically in previous research, we propose a principled algorith...
102
click to vote
SDM
2009
SIAM
15 years 9 months ago
2009
SIAM
Latent Semantic Indexing (LSI) has been validated to be effective on many small scale text collections. However, little evidence has shown its effectiveness on unsampled large sca...