502 search results - page 7 / 101 » Extraction of Logical Rules from Neural Networks |
NLPRS
2001
Springer
14 years 20 days ago
2001
Springer
Named Entity recognition, as a task of providing important semantic information, is a critical first step in Information Extraction and QuestionAnswering system. This paper propos...
COLING
1990
13 years 9 months ago
1990
In this paper, we describe a means for automatically building very large neural networks (VLNNs) from definition texts in machine-readable dictionaries, and demonstrate the use of...
IJCAI
1997
13 years 9 months ago
1997
This paper presents an algorithm for extract ing propositions from trained neural networks. The algorithm is a decompositional approach which can be applied to any neural networ...
IJCAI
2001
13 years 9 months ago
2001
Extracting rules from RBFs is not a trivial task because of nonlinear functions or high input dimensionality. In such cases, some of the hidden units of the RBF network have a ten...
DATE
2003
IEEE
14 years 1 months ago
2003
IEEE
This paper presents a new technique for automatically creating analog circuit models. The method extracts - from trained neural networks - piecewise linear models expressing the l...