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Invited Paper: Intelligent Data Mining Assistance via CBR and Ontologies
Krakow, Poland September 04-September 08
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/DEXA.2006.7817th International Conference on Data ...
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Michel Charest, Sylvain Delisle, Ofelia Cervantes, Yanfen Shen, "Invited Paper: Intelligent Data Mining Assistance via CBR and Ontologies," Database and Expert Systems Applications, International Workshop on, pp. 593-597, 17th International Conference on Database and Expert Systems Applications (DEXA'06), 2006.
 
 
BibTex
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@article{ 10.1109/DEXA.2006.78,
author = {Michel Charest and Sylvain Delisle and Ofelia Cervantes and Yanfen Shen},
title = {Invited Paper: Intelligent Data Mining Assistance via CBR and Ontologies},
journal ={Database and Expert Systems Applications, International Workshop on},
volume = {0},
year = {2006},
issn = {1529-4188},
pages = {593-597},
doi = {http://doi.ieeecomputersociety.org/10.1109/DEXA.2006.78},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Database and Expert Systems Applications, International Workshop on
TI - Invited Paper: Intelligent Data Mining Assistance via CBR and Ontologies
SN - 1529-4188
SP593
EP597
A1 - Michel Charest,
A1 - Sylvain Delisle,
A1 - Ofelia Cervantes,
A1 - Yanfen Shen,
PY - 2006
KW - null
VL - 0
JA - Database and Expert Systems Applications, International Workshop on
ER -
 
Michel Charest, Universit? du Qu?bec ? Trois-Rivi?res, Canada
Sylvain Delisle, Universit? du Qu?bec ? Trois-Rivi?res, Canada
Ofelia Cervantes, Universidad de las Am?ricas, Mexico
Yanfen Shen, Universit? du Qu?bec ? Trois-Rivi?res, Canada
Most commercial data mining products provide a large number of models and tools for performing various data mining tasks, but few provide intelligent assistance for addressing many important decisions that must be considered during the mining process. In this paper, we propose the realization of a hybrid data mining assistant, based on the CBR paradigm and the use of an ontology, in order to empower the user during the various phases of the data mining process.
Citation:
Michel Charest, Sylvain Delisle, Ofelia Cervantes, Yanfen Shen, "Invited Paper: Intelligent Data Mining Assistance via CBR and Ontologies," dexa, pp.593-597, 17th International Conference on Database and Expert Systems Applications (DEXA'06), 2006
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