Extraction of Logical Rules from Data by Means of Piecewise-Linear Neural Networks.

Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F02%3A06020161" target="_blank" >RIV/67985807:_____/02:06020161 - isvavai.cz</a>
Výsledek na webu
—
DOI - Digital Object Identifier
—

Jazyk výsledku
angličtina
Název v původním jazyce
Extraction of Logical Rules from Data by Means of Piecewise-Linear Neural Networks.
Popis výsledku v původním jazyce
The extraction of logical rules from data by means of artificial NN is receiving increasingly much attention. Paper presents a mathematically well founded approach based on piecewise-linear activation functions,which is suitable for the extraction of both kinds of rules. Basic properties of piecewise-linear NN are reviewed, an algorithm for the extraction of Boolean rules with that approach is given. A biological application in which the presented approach has been successfully employed is briefly sketched.
Název v anglickém jazyce
Extraction of Logical Rules from Data by Means of Piecewise-Linear Neural Networks.
Popis výsledku anglicky
The extraction of logical rules from data by means of artificial NN is receiving increasingly much attention. Paper presents a mathematically well founded approach based on piecewise-linear activation functions,which is suitable for the extraction of both kinds of rules. Basic properties of piecewise-linear NN are reviewed, an algorithm for the extraction of Boolean rules with that approach is given. A biological application in which the presented approach has been successfully employed is briefly sketched.

Projekt
Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.
Návaznosti
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění
2002
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Podobné výsledky(10)