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ECML
2006
Springer
13 years 11 months ago
Active Learning with Irrelevant Examples
Abstract. Active learning algorithms attempt to accelerate the learning process by requesting labels for the most informative items first. In real-world problems, however, there ma...
Dominic Mazzoni, Kiri Wagstaff, Michael C. Burl
LISA
2007
13 years 9 months ago
Assisted Firewall Policy Repair Using Examples and History
Firewall policies can be extremely complex and difficult to maintain, especially on networks with more than a few hundred machines. The difficulty of configuring a firewall proper...
Robert M. Marmorstein, Phil Kearns
ICSE
2010
IEEE-ACM
14 years 8 days ago
Exemplar: EXEcutable exaMPLes ARchive
Searching for applications that are highly relevant to development tasks is challenging because the high-level intent reflected in the descriptions of these tasks doesn’t usual...
Mark Grechanik, Chen Fu, Qing Xie, Collin McMillan...
WEBI
2005
Springer
14 years 29 days ago
Automatically Generating Labeled Examples for Web Wrapper Maintenance
In order to let software programs gain full benefit from semi-structured web sources, wrapper programs must be built to provide a “machine-readable” view over them. A signific...
Juan Raposo, Alberto Pan, Manuel Álvarez, J...
VLDB
1999
ACM
140views Database» more  VLDB 1999»
13 years 11 months ago
Distributed Hypertext Resource Discovery Through Examples
We describe the architecture of a hypertext resource discovery system using a relational database. Such a system can answer questions that combine page contents, metadata, and hyp...
Soumen Chakrabarti, Martin van den Berg, Byron Dom