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» On Random Betweenness Constraints
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ICCAD
2009
IEEE
94views Hardware» more  ICCAD 2009»
15 years 3 months ago
Layout-driven test-architecture design and optimization for 3D SoCs under pre-bond test-pin-count constraint
We propose a layout-driven test-architecture design and optimization technique for core-based system-on-chips (SoCs) that are fabricated using three-dimensional (3D) integration. ...
Li Jiang, Qiang Xu, Krishnendu Chakrabarty, T. M. ...
ICDM
2009
IEEE
142views Data Mining» more  ICDM 2009»
15 years 3 months ago
Building Classifiers with Independency Constraints
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
Toon Calders, Faisal Kamiran, Mykola Pechenizkiy
270
Voted
SIGMOD
2005
ACM
128views Database» more  SIGMOD 2005»
16 years 6 months ago
Deriving Private Information from Randomized Data
Randomization has emerged as a useful technique for data disguising in privacy-preserving data mining. Its privacy properties have been studied in a number of papers. Kargupta et ...
Zhengli Huang, Wenliang Du, Biao Chen
FOCS
2000
IEEE
15 years 10 months ago
Extracting Randomness from Samplable Distributions
Randomness extractors convert weak sources of randomness into an almost uniform distribution; the conversion uses a small amount of pure randomness. In algorithmic applications, t...
Luca Trevisan, Salil P. Vadhan
268
Voted
BMCBI
2006
198views more  BMCBI 2006»
15 years 6 months ago
Gene selection and classification of microarray data using random forest
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
Ramón Díaz-Uriarte, Sara Alvarez de ...