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ICML
2007
IEEE
15 years 10 months ago
Discriminative learning for differing training and test distributions
We address classification problems for which the training instances are governed by a distribution that is allowed to differ arbitrarily from the test distribution--problems also ...
Michael Brückner, Steffen Bickel, Tobias Sche...
DATESO
2010
131views Database» more  DATESO 2010»
14 years 7 months ago
Testing Quasigroup Identities using Product of Sequence
Non-associative quasigroups are well known combinatorial designs with many different applications. Many cryptographic algorithms based on quasigroups primitives have been published...
Eliska Ochodkova, Jiri Dvorský, Václ...
CLEF
2010
Springer
14 years 10 months ago
Patent Classification Experiments with the Linguistic Classification System LCS
In the context of the CLEF-IP 2010 classification task, we conducted a series of experiments with the Linguistic Classification System (LCS). We compared ment representations for p...
Suzan Verberne, Merijn Vogel, Eva D'hondt
SIGSOFT
2006
ACM
15 years 10 months ago
Finding failure-inducing changes in java programs using change classification
Testing and code editing are interleaved activities during program development. When tests fail unexpectedly, the changes that caused the failure(s) are not always easy to find. W...
Barbara G. Ryder, Frank Tip, Maximilian Störz...
BMCBI
2006
165views more  BMCBI 2006»
14 years 9 months ago
Improved variance estimation of classification performance via reduction of bias caused by small sample size
Background: Supervised learning for classification of cancer employs a set of design examples to learn how to discriminate between tumors. In practice it is crucial to confirm tha...
Ulrika Wickenberg-Bolin, Hanna Göransson, M&a...