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ECML
2006
Springer
15 years 3 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
15 years 2 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
15 years 4 months 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
15 years 5 months 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»
15 years 3 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