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136
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SDM
2010
SIAM
218views Data Mining» more  SDM 2010»
15 years 4 months ago
Confidence-Based Feature Acquisition to Minimize Training and Test Costs
We present Confidence-based Feature Acquisition (CFA), a novel supervised learning method for acquiring missing feature values when there is missing data at both training and test...
Marie desJardins, James MacGlashan, Kiri L. Wagsta...
127
Voted
ICDM
2009
IEEE
172views Data Mining» more  ICDM 2009»
15 years 1 months ago
Evaluating Statistical Tests for Within-Network Classifiers of Relational Data
Recently a number of modeling techniques have been developed for data mining and machine learning in relational and network domains where the instances are not independent and ide...
Jennifer Neville, Brian Gallagher, Tina Eliassi-Ra...
BMCBI
2011
14 years 10 months ago
Statistical Test of Expression Pattern (STEPath): a new strategy to integrate gene expression data with genomic information in i
Background: In the last decades, microarray technology has spread, leading to a dramatic increase of publicly available datasets. The first statistical tools developed were focuse...
Paolo G. V. Martini, Davide Risso, Gabriele Sales,...
TVLSI
2008
140views more  TVLSI 2008»
15 years 3 months ago
A Novel Mutation-Based Validation Paradigm for High-Level Hardware Descriptions
We present a Mutation-based Validation Paradigm (MVP) technology that can handle complete high-level microprocessor implementations and is based on explicit design error modeling, ...
Jorge Campos, Hussain Al-Asaad
DSD
2005
IEEE
75views Hardware» more  DSD 2005»
15 years 9 months ago
An Educational Environment for Digital Testing: Hardware, Tools, and Web-Based Runtime Platform
We describe a new e-learning environment and a runtime platform for educational tools on digital system testing and design for testability. This environment is being developed in ...
Artur Jutman, Jaan Raik, Raimund Ubar, V. Vislogub...