144 search results - page 1 / 29 » Learning in the Presence of Inaccurate Information |
COLT
1989
Springer
13 years 9 months ago
1989
Springer
The present paper considers the effects of introducing inaccuracies in a learner’s environment in Gold’s learning model of identification in the limit. Three kinds of inaccu...
ALT
1994
Springer
13 years 9 months ago
1994
Springer
Most studies modeling inaccurate data in Gold style learning consider cases in which the number of inaccuracies is finite. The present paper argues that this approach is not reaso...
CAISE
2010
Springer
13 years 6 months ago
2010
Springer
There is a large amount of data that is published on the Web and several techniques have been developed to extract and integrate data from Web sources. However, Web data are inhere...
INFOCOM
2003
IEEE
13 years 10 months ago
2003
IEEE
— Many topology discovery systems rely on traceroute to discover path information in public networks. However, for some routers, traceroute detects their existence but not their ...
CEAS
2008
Springer
13 years 7 months ago
2008
Springer
Recent email spam filtering evaluations, such as those conducted at TREC, have shown that near-perfect filtering results are attained with a variety of machine learning methods wh...