1583 search results - page 19 / 317 » Stability of Feature Selection Algorithms |
CIKM
2010
Springer
13 years 5 months ago
2010
Springer
In the standard formalization of supervised learning problems, a datum is represented as a vector of features without prior knowledge about relationships among features. However, ...
AI
2004
Springer
13 years 8 months ago
2004
Springer
Feature selection, as a preprocessing step to machine learning, has been very effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and imp...
INFOCOM
2003
IEEE
14 years 1 months ago
2003
IEEE
— Service composition enables flexible creation of new services by assembling independent service components. We are focused on the scenario where such composition takes place a...
IROS
2008
IEEE
14 years 2 months ago
2008
IEEE
— One of the main challenges in telerobotics is the selection of control architectures and control parameters, which are able to robustly stabilize the overall teleoperation syst...
BMCBI
2010
13 years 8 months ago
2010
Background: Time-of-flight mass spectrometry (TOF-MS) has the potential to provide non-invasive, high-throughput screening for cancers and other serious diseases via detection of ...