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INFOCOM
2003
IEEE
15 years 2 months ago
Chaotic Maps as Parsimonious Bit Error Models of Wireless Channels
Abstract—The error patterns of a wireless digital communication channel can be described by looking at consecutively correct or erroneous bits (runs and bursts) and at the distri...
Andreas Köpke, Andreas Willig, Holger Karl
ACL
2010
14 years 7 months ago
Correcting Errors in a Treebank Based on Synchronous Tree Substitution Grammar
This paper proposes a method of correcting annotation errors in a treebank. By using a synchronous grammar, the method transforms parse trees containing annotation errors into the...
Yoshihide Kato, Shigeki Matsubara
AAAI
2010
14 years 11 months ago
Intelligently Aiding Human-Guided Correction of Speech Recognition
Correcting recognition errors is often necessary in a speech interface. These errors not only reduce users' overall entry rate, but can also lead to frustration. While making...
Keith Vertanen, Per Ola Kristensson
71
Voted
ML
2002
ACM
133views Machine Learning» more  ML 2002»
14 years 9 months ago
Estimating Generalization Error on Two-Class Datasets Using Out-of-Bag Estimates
For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...
Tom Bylander
ADHOCNETS
2009
Springer
15 years 4 months ago
Error Correction with the Implicit Encoding Capability of Random Network Coding
—We introduce a novel error correction scheme that uses the implicit encoding capability of Random Network Coding. This scheme does not add redundancy to the data prior to transm...
Suné von Solms, Magdalena J. Grobler, Alber...