2512 search results - page 301 / 503 » Learning from Highly Structured Data by Decomposition |
128
Voted
FGR
2006
IEEE
15 years 10 months ago
2006
IEEE
We propose an Isometric Self-Organizing Map (ISOSOM) method for nonlinear dimensionality reduction, which integrates a Self-Organizing Map model and an ISOMAP dimension reduction ...
198
click to vote
PPOPP
2010
ACM
16 years 1 months ago
2010
ACM
Effective data placement strategies can enhance the performance of data-intensive applications implemented on high end computing clusters. Such strategies can have a significant i...
159
click to vote
BMCBI
2010
15 years 3 months ago
2010
Background: Data from metabolomic studies are typically complex and high-dimensional. Principal component analysis (PCA) is currently the most widely used statistical technique fo...
138
click to vote
BMCBI
2008
15 years 4 months ago
2008
Background: Last years' mapping of diverse genomes has generated huge amounts of biological data which are currently dispersed through many databases. Integration of the info...
172
click to vote
SEUS
2008
IEEE
15 years 10 months ago
2008
IEEE
The computing systems are becoming deeply embedded into ordinary life and interact with physical processes and events. They monitor the physical world with sensors and provide app...