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ICDM
2008
IEEE
182views Data Mining» more  ICDM 2008»
16 years 15 days ago
Multiple-Instance Regression with Structured Data
We present a multiple-instance regression algorithm that models internal bag structure to identify the items most relevant to the bag labels. Multiple-instance regression (MIR) op...
Kiri L. Wagstaff, Terran Lane, Alex Roper
190
Voted
ICAC
2006
IEEE
16 years 3 days ago
Using Autonomic Principles to Manage Converged Services in Next Generation Networks
Network resources will always be heterogeneous, and thus have different functionalities and programming models. This adversely affects interoperability. Seamless Mobility is one e...
John Strassner
140
Voted
ICMCS
2006
IEEE
115views Multimedia» more  ICMCS 2006»
16 years 3 days ago
People Identification with Limited Labels in Privacy-Protected Video
People identification is an essential task for video content analysis in a surveillance system. A good classifier, however, requires a large amount of training data, which may not...
Yi Chang, Rong Yan, Datong Chen, Jie Yang
157
Voted
SIGIR
2006
ACM
16 years 20 hour ago
Text clustering with extended user feedback
Text clustering is most commonly treated as a fully automated task without user feedback. However, a variety of researchers have explored mixed-initiative clustering methods which...
Yifen Huang, Tom M. Mitchell
PASTE
2005
ACM
15 years 11 months ago
Automatically generating refactorings to support API evolution
When library APIs change, client code should change in response, in order to avoid erroneous behavior, compilation failures, or warnings. Previous research has introduced techniqu...
Jeff H. Perkins