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SDM
2009
SIAM
220views Data Mining» more  SDM 2009»
16 years 1 months ago
Bayesian Cluster Ensembles.
Cluster ensembles provide a framework for combining multiple base clusterings of a dataset to generate a stable and robust consensus clustering. There are important variants of th...
Hongjun Wang, Hanhuai Shan, Arindam Banerjee
ICCAD
2008
IEEE
162views Hardware» more  ICCAD 2008»
16 years 1 months ago
MAPS: multi-algorithm parallel circuit simulation
— The emergence of multi-core and many-core processors has introduced new opportunities and challenges to EDA research and development. While the availability of increasing paral...
Xiaoji Ye, Wei Dong, Peng Li, Sani R. Nassif
ICRA
2008
IEEE
134views Robotics» more  ICRA 2008»
15 years 10 months ago
Real-time learning of resolved velocity control on a Mitsubishi PA-10
Abstract— Learning inverse kinematics has long been fascinating the robot learning community. While humans acquire this transformation to complicated tool spaces with ease, it is...
Jan Peters, Duy Nguyen-Tuong
3DIM
2007
IEEE
15 years 10 months ago
Surface Reconstruction from Point Clouds by Transforming the Medial Scaffold
We propose an algorithm for surface reconstruction from unorganized points based on a view of the sampling process as a deformation from the original surface. In the course of thi...
Ming-Ching Chang, Frederic F. Leymarie, Benjamin B...
GECCO
2007
Springer
187views Optimization» more  GECCO 2007»
15 years 10 months ago
Defining implicit objective functions for design problems
In many design tasks it is difficult to explicitly define an objective function. This paper uses machine learning to derive an objective in a feature space based on selected examp...
Sean Hanna