1427 search results - page 76 / 286 » Learning with Annotation Noise |
137
click to vote
COLT
2007
Springer
15 years 10 months ago
2007
Springer
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...
138
click to vote
SIGIR
2005
ACM
15 years 9 months ago
2005
ACM
We introduce a new model for semantic annotation and retrieval from image databases. The new model is based on a probabilistic formulation that poses annotation and retrieval as c...
192
Voted
KELSI
2004
Springer
15 years 9 months ago
2004
Springer
There is an overwhelming increase in submissions to genomic databases, posing a problem for database maintenance, especially regarding annotation of fields left blank during submi...
166
click to vote
PAMI
2008
15 years 3 months ago
2008
Although it has been studied for years by the computer vision and machine learning communities, image annotation is still far from practical. In this paper, we propose a novel atte...
146
Voted
BMCBI
2005
15 years 3 months ago
2005
Background: Within the emerging field of text mining and statistical natural language processing (NLP) applied to biomedical articles, a broad variety of techniques have been deve...