747 search results - page 50 / 150 » Active Learning Methods for Interactive Image Retrieval |
143
click to vote
CIVR
2010
Springer
15 years 6 months ago
2010
Springer
One of the main challenges in interactive concept-based video search is the insufficient relevant sample problem, especially for queries with complex semantics. To address this pr...
179
Voted
KDD
2012
ACM
13 years 4 months ago
2012
ACM
Spectral clustering is a widely used method for organizing data that only relies on pairwise similarity measurements. This makes its application to non-vectorial data straightforw...
126
click to vote
KDD
2009
ACM
16 years 3 months ago
2009
ACM
Labeling text data is quite time-consuming but essential for automatic text classification. Especially, manually creating multiple labels for each document may become impractical ...
130
click to vote
ICDM
2010
IEEE
15 years 13 days ago
2010
IEEE
Active learning has been proven a reliable strategy to reduce manual efforts in training data labeling. Such strategies incorporate the user as oracle: the classifier selects the m...
131
click to vote
SIGIR
2010
ACM
15 years 2 months ago
2010
ACM
In recent years, active learning methods based on experimental design achieve state-of-the-art performance in text classification applications. Although these methods can exploit ...