166 search results - page 8 / 34 » Issues in evaluation of stream learning algorithms |
164
Voted
DEXAW
2010
IEEE
15 years 3 months ago
2010
IEEE
— One of the central issues in Learning to Rank (L2R) for Information Retrieval is to develop algorithms that construct ranking models by directly optimizing evaluation measures ...
225
Voted
INFOCOM
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract—Due to peer instability and time-varying peer upload bandwidth availability in live peer-to-peer (P2P) streaming channels, it is preferable to provision adequate levels ...
138
Voted
CIKM
2010
Springer
15 years 2 months ago
2010
Springer
The major challenge in mining data streams is the issue of concept drift, the tendency of the underlying data generation process to change over time. In this paper, we propose a g...
140
Voted
IPPS
2009
IEEE
15 years 10 months ago
2009
IEEE
Commonly represented as directed graphs, social networks depict relationships and behaviors among social entities such as people, groups, and organizations. Social network analysi...
173
Voted
ACL
2012
13 years 6 months ago
2012
The named entity disambiguation task is to resolve the many-to-many correspondence between ambiguous names and the unique realworld entity. This task can be modeled as a classifi...