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» Incompleteness in a General Setting
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95
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PST
2008
15 years 2 months ago
Utility of Knowledge Extracted from Unsanitized Data when Applied to Sanitized Data
Knowledge discovery systems extract knowledge from data that can be used for making prediction about incomplete data items. Utility is a measure of the usefulness of the discovere...
Michal Sramka, Reihaneh Safavi-Naini, Jörg De...
AAAI
1990
15 years 1 months ago
Decidable Reasoning in First-Order Knowledge Bases with Perfect Introspection
Since knowledge bases (KBs) are usually incomplete, they should be able to provide information regarding their own incompleteness, which requires them to introspect on what they k...
Gerhard Lakemeyer
344
Voted
RECOMB
2011
Springer
14 years 3 months ago
Algorithms for MDC-Based Multi-locus Phylogeny Inference
One of the criteria for inferring a species tree from a collection of gene trees, when gene tree incongruence is assumed to be due to incomplete lineage sorting (ILS), is minimize ...
Yun Yu, Tandy Warnow, Luay Nakhleh
COLT
2007
Springer
15 years 6 months ago
Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking
We describe and analyze a new approach for feature ranking in the presence of categorical features with a large number of possible values. It is shown that popular ranking criteria...
Sivan Sabato, Shai Shalev-Shwartz
ACMSE
2006
ACM
15 years 6 months ago
Framework design using function generalization: a binary tree traversal case study
A software framework is a technology that enables software reuse, potentially yielding rich dividends but requiring significant longterm investment. However, a framework is not a ...
H. Conrad Cunningham, Yi Liu, Pallavi Tadepalli