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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Veröffentlicht in:3rd International Conference on Human System Interaction S. 246 - 250
Hauptverfasser: Mroczek, Teresa, Grzymala-Busse, Jerzy W, Hippe, Zdzislaw S
Format: Tagungsbericht
Sprache:Englisch
Veröffentlicht: IEEE 01.05.2010
Schlagworte:
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
Online-Zugang:Volltext
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Abstract 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.
AbstractList 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.
Author Mroczek, Teresa
Hippe, Zdzislaw S
Grzymala-Busse, Jerzy W
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  givenname: Jerzy W
  surname: Grzymala-Busse
  fullname: Grzymala-Busse, Jerzy W
  email: jerzy@ku.edu
  organization: Dept. of Expert Syst. & Artificial Intell., Univ. of Inf. Technol. & Manage., Rzeszów, Poland
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  givenname: Zdzislaw S
  surname: Hippe
  fullname: Hippe, Zdzislaw S
  email: zhippe@wsiz.rzeszow.pl
  organization: Dept. of Expert Syst. & Artificial Intell., Univ. of Inf. Technol. & Manage., Rzeszów, Poland
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StartPage 246
SubjectTerms 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
Title A new machine learning tool for mining brain stroke data
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