Group Testing With Probabilistic Tests: Theory, Design and Application

Authors:
Mahdi Cheraghchi;Ali Hormati;Amin Karbasi;Martin Vetterli
Affiliations:
Department of Computer Science, University of Texas at Austin, Austin, TX, USA;School of Computer and Communication Sciences, EPFL, Lausanne, SwitzerlandSwitzerland;School of Computer and Communication Sciences, EPFL, Lausanne, Switzerland;School of Computer and Communication Sciences, EPFL, Lausanne, Switzerland
Venue:
IEEE Transactions on Information Theory
Year:
2011

Citing 0
Cited 2

Distributed sensor failure detection in sensor networks

Signal Processing
SCOOP: A Real-Time Sparsity Driven People Localization Algorithm

Journal of Mathematical Imaging and Vision

Quantified Score

Hi-index	754.84

Visualization

Abstract

Identification of defective members of large populations has been widely studied in the statistics community under the name of group testing. It involves grouping subsets of items into different pools and detecting defective members based on the set of test results obtained for each pool.