Action Rules and the GUHA Method: Preliminary Considerations and Results

2009 ◽  
pp. 76-87 ◽  
Author(s):  
Jan Rauch ◽  
Milan Šimůnek
Keyword(s):  
Guha Method

Processing sociological data by the GUHA method—an example

1977 ◽  
Vol 9 (4) ◽  
pp. 439-447 ◽  
Author(s):  
Tomáš Havránek ◽  
Miloš Chyba ◽  
Dan Pokorný
Keyword(s):  
Guha Method

An application of the GUHA method in medicine

1978 ◽  
Vol 10 (1) ◽  
pp. 29-35 ◽  
Author(s):  
Z. Renc ◽  
K. Kubát ◽  
J. Kouřim
Keyword(s):  
Guha Method

The GUHA method of automatic hypotheses determination

Computing ◽  
1966 ◽  
Vol 1 (4) ◽  
pp. 293-308 ◽  
Author(s):  
P. Hájek ◽  
I. Havel ◽  
M. Chytil
Keyword(s):  
Guha Method

New Approach to Guha-Method from the Reliability Viewpoint

Compstat ◽  
1990 ◽  
pp. 57-62
Author(s):  
V. V. Kuzmenkov ◽  
O. I. Terskin
Keyword(s):  
New Approach ◽  
Guha Method

scholarly journals Revealing Driver’s Natural Behavior—A GUHA Data Mining Approach

Mathematics ◽  
2021 ◽  
Vol 9 (15) ◽  
pp. 1818
Author(s):  
Esko Turunen ◽  
Klara Dolos
Keyword(s):  
Data Mining ◽  
The Other ◽  
Vehicle Speed ◽  
Mining Method ◽  
Computer Implementation ◽  
Natural Behavior ◽  
Data Mining Method ◽  
Data Mining Approach ◽  
Vehicle Data ◽  
Guha Method

We investigate the applicability and usefulness of the GUHA data mining method and its computer implementation LISp-Miner for driver characterization based on digital vehicle data on gas pedal position, vehicle speed, and others. Three analytical questions are assessed: (1) Which measured features, also called attributes, distinguish each driver from all other drivers? (2) Comparing one driver separately in pairs with each of the other drivers, which are the most distinguishing attributes? (3) Comparing one driver separately in pairs with each of the other drivers, which attributes values show significant differences between drivers? The analyzed data consist of 94,380 measurements and contain clear and understandable patterns to be found by LISp-Miner. In conclusion, we find that the GUHA method is well suited for such tasks.

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