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JMLR
2012
13 years 7 months ago
A metric learning perspective of SVM: on the relation of LMNN and SVM
Support Vector Machines, SVMs, and the Large Margin Nearest Neighbor algorithm, LMNN, are two very popular learning algorithms with quite different learning biases. In this paper...
Huyen Do, Alexandros Kalousis, Jun Wang, Adam Wozn...
TKDE
2012
253views Formal Methods» more  TKDE 2012»
13 years 6 months ago
Adding Temporal Constraints to XML Schema
—If past versions of XML documents are retained, what of the various integrity constraints defined in XML Schema on those documents? This paper describes how to interpret such c...
Faiz Currim, Sabah Currim, Curtis E. Dyreson, Rich...
CEAS
2005
Springer
15 years 10 months ago
Experiences with Greylisting
Greylisting temporarily rejects mail from unknown sources on the theory that real mailers will retry while spamware won’t. I outline a taxonomy of greylisters and report some st...
John R. Levine
FAST
2009
15 years 2 months ago
Provenance as Data Mining: Combining File System Metadata with Content Analysis
Provenance describes how an object came to be in its present state. Thus, it describes the evolution of the object over time. Prior work on provenance has focussed on databases an...
Vinay Deolalikar, Hernan Laffitte
ICSE
2007
IEEE-ACM
16 years 4 months ago
A Future for Software Engineering?
This paper suggests the need for a software engineering research community conversation about the future that the community would like to have. The paper observes that the researc...
Leon J. Osterweil