4660 search results - page 120 / 932 » Learning from imperfect data |
123
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
There are well known algorithms for learning the structure of directed and undirected graphical models from data, but nearly all assume that the data consists of a single i.i.d. s...
135
Voted
ICDM
2006
IEEE
15 years 8 months ago
2006
IEEE
In this paper, we propose a novel and general approach for time-series data mining. As an alternative to traditional ways of designing specific algorithm to mine certain kind of ...
154
Voted
CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
Visual understanding is often based on measuring similarity between observations. Learning similarities specific to a certain perception task from a set of examples has been show...
131
Voted
DAGM
2009
Springer
15 years 9 months ago
2009
Springer
For the creation of a realistic 3 meter-sized relief globe of the Moon, a detailed height map of the entire lunar surface is required. Available height measurements of the Moon’s...
139
Voted
ROMAN
2007
IEEE
15 years 9 months ago
2007
IEEE
— For a robot to understand a scene, we have to infer and extract meaningful information from vision sensor data. Since scene understanding consists in recognizing several visual...