1303 search results - page 42 / 261 » Adaptation to Drifting Concepts |
ISVLSI
2005
IEEE
14 years 4 months ago
2005
IEEE
The popularity of Software Radios is increasing, as they have become one of the important emerging technologies in mobile communications. One of the major challenges during develo...
ICCV
2009
IEEE
15 years 3 months ago
2009
IEEE
Learning to cope with domain change has been known
as a challenging problem in many real-world applications.
This paper proposes a novel and efficient approach, named
domain ada...
ICML
2002
IEEE
14 years 11 months ago
2002
IEEE
Classification of email is an important everyday task for a large and growing number of users. This paper describes the machine learning approaches underlying the i-ems (Intellige...
WWW
2006
ACM
14 years 11 months ago
2006
ACM
We address the problem of answering broad-topic queries on the World Wide Web. We present a link based analysis algorithm SelHITS, which is an improvement over Kleinberg's HI...
KDD
2009
ACM
2009
ACM
Quantification and semi-supervised classification methods for handling changes in class distribution
14 years 11 months ago
In realistic settings the prevalence of a class may change after a classifier is induced and this will degrade the performance of the classifier. Further complicating this scenari...