DocumentCode
2752639
Title
A Spatial Classification Model for Multicriteria Analysis
Author
Del Amo, Ana ; Garmendia, Luis ; Gómez, Daniel ; Montero, Javier
Author_Institution
Dept. of Mission Manage., Smiths Aerosp., Grand Rapids, MI
fYear
2007
fDate
1-5 April 2007
Firstpage
348
Lastpage
353
Abstract
This paper stresses that standard multicriteria aggregation procedures either do not assume any structure in data or this structure is in fact assumed linear. Nevertheless, many decision making problems are based upon a family of data with a well denned spatial structure, which is simply not taken into account. Hence, such aggregation procedures may be misleading. Therefore, we propose an alternative model where the aggregation of criteria assumes a certain structure, according to remote sensing data
Keywords
decision making; operations research; pattern classification; decision making; multicriteria aggregation; remote sensing data; spatial classification model; Computational intelligence; Data mining; Decision making; Image analysis; Laser radar; Pixel; Remote sensing; Sensor systems; Smoothing methods; Stress;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence in Multicriteria Decision Making, IEEE Symposium on
Conference_Location
Honolulu, HI
Print_ISBN
1-4244-0702-8
Type
conf
DOI
10.1109/MCDM.2007.369112
Filename
4223027
Link To Document