Discovering informative patterns and data cleaning.
I. Guyon, N. Matic, and V. Vapnik. Advances in Knowledge Discovery and Data Mining, page 181--203. (1996)
Abstract
SVM's are used as a method for discovering informative patterns such
that large databases can be reduced to only few representative data
entries. This framework also encompasses methods for cleaning databases
containing corrupted data. Experiments on handwriting data are presented.
%0 Conference Paper
%1 guyon96discovering
%A Guyon, I.
%A Matic, N.\
%A Vapnik, V.
%B Advances in Knowledge Discovery and Data Mining
%D 1996
%E Fayyad, U.M.
%E Piatetsky-Shapiro, G.
%E Smyth, P.
%E Uthurusamy, R.
%K imported
%P 181--203
%T Discovering informative patterns and data cleaning.
%U http://www.clopinet.com/isabelle/Papers/kdd.ps
%X SVM's are used as a method for discovering informative patterns such
that large databases can be reduced to only few representative data
entries. This framework also encompasses methods for cleaning databases
containing corrupted data. Experiments on handwriting data are presented.
@inproceedings{guyon96discovering,
abstract = {SVM's are used as a method for discovering informative patterns such
that large databases can be reduced to only few representative data
entries. This framework also encompasses methods for cleaning databases
containing corrupted data. Experiments on handwriting data are presented.},
added-at = {2008-04-30T12:59:47.000+0200},
author = {Guyon, I. and Matic, N.\ and Vapnik, V.},
biburl = {https://www.bibsonomy.org/bibtex/2160f5f068b6de0fe2195570c71178c87/kdubiq},
booktitle = {Advances in Knowledge Discovery and Data Mining},
description = {KDubiq Blueprint},
editor = {Fayyad, U.M. and Piatetsky-Shapiro, G. and Smyth, P. and Uthurusamy, R.},
groupsearch = {0},
interhash = {bbb3751e398e65a3861d6fdefdd72012},
intrahash = {160f5f068b6de0fe2195570c71178c87},
keywords = {imported},
pages = {181--203},
timestamp = {2008-04-30T13:00:18.000+0200},
title = {Discovering informative patterns and data cleaning.},
url = {http://www.clopinet.com/isabelle/Papers/kdd.ps},
year = 1996
}