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17th International Conference on Pattern Recognition (ICPR'04) - Volume 2
Noisy Text Categorization
Cambridge UK
August 23-August 26
ISBN: 0-7695-2128-2
ASCII Text
x 
 
Alessandro Vinciarelli, "Noisy Text Categorization," Pattern Recognition, International Conference on, vol. 2, pp. 554-557, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004.
 
 
BibTex
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@article{ 10.1109/ICPR.2004.1334303,
author = {Alessandro Vinciarelli},
title = {Noisy Text Categorization},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2004},
issn = {1051-4651},
pages = {554-557},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334303},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Pattern Recognition, International Conference on
TI - Noisy Text Categorization
SN - 1051-4651
SP554
EP557
A1 - Alessandro Vinciarelli,
PY - 2004
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Alessandro Vinciarelli, Dalle Molle Institute for Perceptual Artificial Intelligence - IDIAP, Switzerland
This work presents a system for the categorization of noisy texts. By noisy it is meant any text obtained through an extraction process (affected by errors) from media different than digital texts. We show that, even with an average Word Error Rate of around 50%, the categorization performance loss with respect to the clean version of the same documents is negligible.
Citation:
Alessandro Vinciarelli, "Noisy Text Categorization," icpr, vol. 2, pp.554-557, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004
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