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» Document: a useful level for facing noisy data
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SIGCOMM
2012
ACM
11 years 11 months ago
Spinal codes
A fundamental problem in wireless networks is to develop communication protocols that achieve high throughput in the face of noise, interference, and fading, all of which vary wit...
Jonathan Perry, Peter Iannucci, Kermin Fleming, Ha...
BMCBI
2007
147views more  BMCBI 2007»
13 years 8 months ago
Bias in random forest variable importance measures: Illustrations, sources and a solution
Variable importance measures for random forests have been receiving increased attention as a means of variable selection in many classification tasks in bioinformatics and relate...
Carolin Strobl, Anne-Laure Boulesteix, Achim Zeile...
BMCBI
2010
155views more  BMCBI 2010»
13 years 8 months ago
A flexible R package for nonnegative matrix factorization
Background: Nonnegative Matrix Factorization (NMF) is an unsupervised learning technique that has been applied successfully in several fields, including signal processing, face re...
Renaud Gaujoux, Cathal Seoighe
SIGUCCS
2003
ACM
14 years 1 months ago
Deep in budget restraints: return on investment (ROI)
The University of Missouri–Columbia’s Information and Access Technology (IAT) Services division’s InfoTech Training department measures IT training using the return on inves...
Terry Robb, Joleen Pfefer
PAMI
2006
155views more  PAMI 2006»
13 years 8 months ago
Validating a Biometric Authentication System: Sample Size Requirements
Authentication systems based on biometric features (e.g., fingerprint impressions, iris scans, human face images, etc.) are increasingly gaining widespread use and popularity. Ofte...
Sarat C. Dass, Yongfang Zhu, Anil K. Jain