Noise Models in Inductive Concept Formation

Marina V. Fomina, Alexander P. Eremeev, Vadim V. Vagin

2013

Abstract

The problem of information generalization with account for the necessity of processing the information stored in real data arrays which may contain noise is considered. Noise models are presented, and a noise effect on the operation of generalization algorithms using the methods of building decision trees and forming production rules is developed. The results of program modeling are brought about.

Paper Citation

in Harvard Style

V. Fomina M., P. Eremeev A. and V. Vagin V. (2013). Noise Models in Inductive Concept Formation . In Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-8565-59-4, pages 444-450. DOI: 10.5220/0004420104440450

in Bibtex Style

@conference{iceis13,
author={Marina V. Fomina and Alexander P. Eremeev and Vadim V. Vagin},
title={Noise Models in Inductive Concept Formation},
booktitle={Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2013},
pages={444-450},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004420104440450},
isbn={978-989-8565-59-4},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - Noise Models in Inductive Concept Formation
SN - 978-989-8565-59-4
AU - V. Fomina M.
AU - P. Eremeev A.
AU - V. Vagin V.
PY - 2013
SP - 444
EP - 450
DO - 10.5220/0004420104440450