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CLASSIFICATION
2010
13 years 7 months ago
Intelligent Choice of the Number of Clusters in K-Means Clustering: An Experimental Study with Different Cluster Spreads
: The issue of determining "the right number of clusters" in K-Means has attracted considerable interest, especially in the recent years. Cluster intermix appears to be a...
Mark Ming-Tso Chiang, Boris Mirkin
ADHOC
2011
13 years 1 months ago
QuRiNet: A wide-area wireless mesh testbed for research and experimental evaluations
—Research in wireless mesh networks have been growing in recent years. Many testbeds have been created to study networking protocols in wireless mesh networks. In this work, we d...
Daniel Wu, Dhruv Gupta, Prasant Mohapatra
MCS
2007
Springer
14 years 3 months ago
An Experimental Study on Rotation Forest Ensembles
Rotation Forest is a recently proposed method for building classifier ensembles using independently trained decision trees. It was found to be more accurate than bagging, AdaBoost...
Ludmila I. Kuncheva, Juan José Rodrí...
ADBIS
1999
Springer
104views Database» more  ADBIS 1999»
14 years 1 months ago
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation
In data mining, the selection of an appropriate classifier to estimate the value of an unknown attribute for a new instance has an essential impact to the quality of the classifica...
Alexey Tsymbal, Seppo Puuronen, Vagan Y. Terziyan
AMDO
2008
Springer
13 years 11 months ago
Online and Offline Fingerprint Template Update Using Minutiae: An Experimental Comparison
Abstract. Although the template fingerprint collected during the registration phase of personal verification systems can be considered in principle as representative of the subject...
Biagio Freni, Gian Luca Marcialis, Fabio Roli