52 search results - page 1 / 11 » A new rule extraction algorithm based on interval arithmetic |
ESANN
2003
13 years 10 months ago
2003
In this paper we propose a new algorithm for rule extraction from a trained Multilayer Feedforward network. The algorithm is based on an interval arithmetic network inversion for p...
MICS
2007
13 years 8 months ago
2007
A new algorithm for real root isolation of univariate polynomials is proposed, which is mainly based on exact interval arithmetic and bisection method. Although exact interval arit...
FUZZIEEE
2007
IEEE
14 years 2 months ago
2007
IEEE
— In this paper, we propose two novel indices for type-2 fuzzy rule ranking to identify the most influential fuzzy rules in designing type-2 fuzzy logic systems, and name them a...
ICDE
2009
IEEE
14 years 10 months ago
2009
IEEE
Abstract-- Data uncertainty is common in real-world applications due to various causes, including imprecise measurement, network latency, outdated sources and sampling errors. Thes...
KDD
1997
ACM
14 years 2 days ago
1997
ACM
Discovery of association rules is an important problem in database mining. In this paper we present new algorithms for fast association mining, which scan the database only once, ...