472 search results - page 58 / 95 » Clustering functional data with the SOM algorithm |
153
Voted
CVPR
2004
IEEE
16 years 5 months ago
2004
IEEE
Model-based clustering of motion trajectories can be posed as the problem of learning an underlying mixture density function whose components correspond to motion classes with dif...
134
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Extensive and automated data integration in bioinformatics facilitates the construction of large, complex biological networks. However, the challenge lies in the inter...
147
Voted
GECCO
2005
Springer
15 years 9 months ago
2005
Springer
We explore several different techniques in our quest to improve the overall model performance of a genetic algorithm calibrated probabilistic cellular automata. We use the Kappa ...
135
Voted
PR
2007
15 years 3 months ago
2007
In this paper, a mean shift-based clustering algorithm is proposed. The mean shift is a kernel-type weighted mean procedure. Herein, we first discuss three classes of Gaussian, C...
137
Voted
SDM
2008
SIAM
15 years 5 months ago
2008
SIAM
Multiple view data, which have multiple representations from different feature spaces or graph spaces, arise in various data mining applications such as information retrieval, bio...