180 search results - page 28 / 36 » Active Learning for Class Probability Estimation and Ranking |
COMCOM
2006
14 years 11 months ago
2006
This paper presents an efficient distributed self-monitoring mechanism for a class of wireless sensor networks used for monitoring and surveillance. In these applications, it is i...
103
click to vote
ICDM
2003
IEEE
15 years 5 months ago
2003
IEEE
Predictive data mining typically relies on labeled data without exploiting a much larger amount of available unlabeled data. The goal of this paper is to show that using unlabeled...
102
Voted
ICPR
2006
IEEE
16 years 22 days ago
2006
IEEE
Recently, boosting is used widely in object detection applications because of its impressive performance in both speed and accuracy. However, learning weak classifiers which is on...
AAAI
2000
15 years 1 months ago
2000
We introduce the notion of restricted Bayes optimal classifiers. These classifiers attempt to combine the flexibility of the generative approach to classification with the high ac...
108
click to vote
CIKM
2010
Springer
14 years 10 months ago
2010
Springer
We demonstrate a method for collaborative ranking of future events. Previous work on recommender systems typically relies on feedback on a particular item, such as a movie, and ge...