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DSN
2007
IEEE
15 years 9 months ago
Assessing Robustness of Web-Services Infrastructures
Web-services are supported by a complex software infrastructure that must provide a robust service to the client applications. This practical experience report presents a practica...
Marco Vieira, Nuno Laranjeiro, Henrique Madeira
GFKL
2005
Springer
82views Data Mining» more  GFKL 2005»
15 years 8 months ago
Robust Multivariate Methods: The Projection Pursuit Approach
Projection pursuit was originally introduced to identify structures in multivariate data clouds (Huber, 1985). The idea of projecting data to a lowdimensional subspace can also be ...
Peter Filzmoser, Sven Serneels, Christophe Croux, ...
3DIM
2007
IEEE
15 years 9 months ago
Robust 2D-3D alignment based on geometrical consistency
This paper presents a new registration algorithm of a 2D image and a 3D geometrical model, which is robust for initial registration errors, for reconstructing a realistic 3D model...
Kenji Hara, Yuuki Kabashima, Yumi Iwashita, Ryo Ku...
ALT
2010
Springer
15 years 4 months ago
Contrast Pattern Mining and Its Application for Building Robust Classifiers
: The ability to distinguish, differentiate and contrast between different data sets is a key objective in data mining. Such ability can assist domain experts to understand their d...
Kotagiri Ramamohanarao
NIPS
2008
15 years 4 months ago
Robust Regression and Lasso
We consider robust least-squares regression with feature-wise disturbance. We show that this formulation leads to tractable convex optimization problems, and we exhibit a particul...
Huan Xu, Constantine Caramanis, Shie Mannor