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» Generalization Error Bounds Using Unlabeled Data
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112
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IPMI
2009
Springer
16 years 3 months ago
Estimation of Inferential Uncertainty in Assessing Expert Segmentation Performance from STAPLE
The evaluation of the quality of segmentations of an image, and the assessment of intra- and inter-expert variability in segmentation performance, has long been recognized as a dic...
Olivier Commowick, Simon K. Warfield
120
Voted
VLDB
1997
ACM
97views Database» more  VLDB 1997»
15 years 6 months ago
The Complexity of Transformation-Based Join Enumeration
Query optimizers that explore a search space exhaustively using transformation rules usually apply all possible rules on each alternative, and stop when no new information is prod...
Arjan Pellenkoft, César A. Galindo-Legaria,...
BMCBI
2005
97views more  BMCBI 2005»
15 years 2 months ago
Evolutionary distance estimation and fidelity of pair wise sequence alignment
Background: Evolutionary distances are a critical measure in comparative genomics and molecular evolutionary biology. A simulation study was used to examine the effect of alignmen...
Michael S. Rosenberg
154
Voted
ICDT
2012
ACM
251views Database» more  ICDT 2012»
13 years 5 months ago
Computing universal models under guarded TGDs
A universal model of a database D and a set Σ of integrity constraints is a database that extends D, satisfies Σ, and is most general in the sense that it contains sound and co...
André Hernich
ICML
2004
IEEE
16 years 3 months ago
Margin based feature selection - theory and algorithms
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
Ran Gilad-Bachrach, Amir Navot, Naftali Tishby