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» A dependence maximization view of clustering
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KDD
2007
ACM
276views Data Mining» more  KDD 2007»
14 years 8 months ago
Nonlinear adaptive distance metric learning for clustering
A good distance metric is crucial for many data mining tasks. To learn a metric in the unsupervised setting, most metric learning algorithms project observed data to a lowdimensio...
Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu
CAGD
2005
130views more  CAGD 2005»
13 years 7 months ago
Truly selective polygonal mesh hierarchies with error control
In this work a new multi-resolution model is proposed for polygonal meshes. It is based on the dual edge collapse, which performs face clustering instead of vertex clustering. The...
Stefan Gumhold
ICC
2008
IEEE
112views Communications» more  ICC 2008»
14 years 2 months ago
Throughput Optimization for Hierarchical Cooperation in Ad Hoc Networks
—For a wireless network with ¢ nodes distributed in an area £ , with ¢ source-destination pairs communicating with each other at some common rate, the hierarchical cooperation...
Javad Ghaderi, Liang-Liang Xie, Xuemin Shen
JMLR
2010
194views more  JMLR 2010»
13 years 2 months ago
Graphical Gaussian modelling of multivariate time series with latent variables
In time series analysis, inference about causeeffect relationships among multiple times series is commonly based on the concept of Granger causality, which exploits temporal struc...
Michael Eichler
ICRA
2003
IEEE
119views Robotics» more  ICRA 2003»
14 years 27 days ago
Path-dependent gaze control for obstacle avoidance in vision guided humanoid walking
Abstract— This article presents a novel gaze control strategy for obstacle avoidance in the context of vision guided humanoid walking. The generic strategy is based on the maximi...
Javier F. Seara, Klaus H. Strobl, Günther Sch...