DocumentCode
2478543
Title
Consistent Estimator of Median and Mean Graph
Author
Jain, Brijnesh ; Obermayer, Klaus
Author_Institution
Berlin Univ. of Technol., Berlin, Germany
fYear
2010
fDate
23-26 Aug. 2010
Firstpage
1032
Lastpage
1035
Abstract
The median and mean graph are basic building blocks for statistical graph analysis and unsupervised pattern recognition methods such as central clustering and graph quantization. This contribution provides sufficient conditions for consistent estimators of true but unknown central points of a distribution on graphs.
Keywords
graph theory; pattern clustering; statistical analysis; central clustering; consistent median estimators; graph quantization; mean graph; statistical graph analysis; unsupervised pattern recognition methods; Calculus; Machine learning; Measurement; Optimization; Pattern recognition; Quantization; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location
Istanbul
ISSN
1051-4651
Print_ISBN
978-1-4244-7542-1
Type
conf
DOI
10.1109/ICPR.2010.258
Filename
5595848
Link To Document