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UAI
1998
15 years 5 months ago
An Experimental Comparison of Several Clustering and Initialization Methods
We examine methods for clustering in high dimensions. In the first part of the paper, we perform an experimental comparison between three batch clustering algorithms: the Expectat...
Marina Meila, David Heckerman
SEDE
2008
15 years 5 months ago
Improving Fuzzy Algorithms for Automatic Magnetic Resonance Image Segmentation
: In this paper, we present reliable algorithms for fuzzy k-means and C-means that could improve MRI segmentation. Since the k-means or FCM method aims to minimize the sum of squar...
Ennumeri A. Zanaty, Sultan Aljahdali, Narayan C. D...
CORR
2010
Springer
99views Education» more  CORR 2010»
15 years 4 months ago
INDECT Advanced Security Requirements
This paper reviews the requirements for the security mechanisms that are currently being developed in the framework of the European research project INDECT. An overview of features...
Manuel Urueña, Petr Machnik, Maria Martinez...
QOSA
2009
Springer
15 years 10 months ago
Adaptive Application Composition in Quantum Chemistry
Abstract. Component interfaces, as advanced by the Common Component Architecture (CCA), enable easy access to complex software packages for high-performance scientific computing. ...
Li Li, Joseph P. Kenny, Meng-Shiou Wu, Kevin A. Hu...
STOC
2002
ACM
103views Algorithms» more  STOC 2002»
16 years 4 months ago
Approximate clustering via core-sets
In this paper, we show that for several clustering problems one can extract a small set of points, so that using those core-sets enable us to perform approximate clustering effici...
Mihai Badoiu, Sariel Har-Peled, Piotr Indyk