662 search results - page 85 / 133 » Making inferences with small numbers of training sets |
ICRA
2002
IEEE
14 years 1 months ago
2002
IEEE
We describe results on combining depth information from a laser range-finder and color and texture image cues to segment ill-structured dirt, gravel, and asphalt roads as input t...
AAAI
2008
13 years 11 months ago
2008
In multi-robot settings, activity recognition allows a robot to respond intelligently to the other robots in its environment. Conditional random fields are temporal models that ar...
NIPS
2004
13 years 10 months ago
2004
Semantic taxonomies such as WordNet provide a rich source of knowledge for natural language processing applications, but are expensive to build, maintain, and extend. Motivated by...
BMCBI
2006
13 years 9 months ago
2006
Background: Gene selection is an important step when building predictors of disease state based on gene expression data. Gene selection generally improves performance and identifi...
GLOBECOM
2010
IEEE
13 years 6 months ago
2010
IEEE
Network equipments generate an overwhelming number of reports and alarms every day, but only a small fraction of these alarms require the intervention of network operators. Our goa...