A new machine learning tool for mining brain stroke data

This paper contains a brief description of a new computer programming tool for supervised machine learning, designed to generate production rules from data. The research tool described - named NGTS - was used for prediction of the Glasgow Outcome Scale and Rankin Scale for patients affected by sever...

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Vydáno v:3rd International Conference on Human System Interaction s. 246 - 250
Hlavní autoři: Mroczek, Teresa, Grzymala-Busse, Jerzy W, Hippe, Zdzislaw S
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.05.2010
Témata:
Artificial intelligence
Data mining
decision rules
Electronic mail
Engineering management
Expert systems
Glasgow Outcome Scale
Information management
Information technology
Machine learning
NGTS algorithm
NGTS system
Production
Rankin Scale
severe brain damage
Technology management
ISBN:9781424475605, 1424475600
ISSN:2158-2246
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Shrnutí:This paper contains a brief description of a new computer programming tool for supervised machine learning, designed to generate production rules from data. The research tool described - named NGTS - was used for prediction of the Glasgow Outcome Scale and Rankin Scale for patients affected by severe brain damage.
ISBN:9781424475605
1424475600
ISSN:2158-2246
DOI:10.1109/HSI.2010.5514561