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ICML
2003
IEEE
14 years 9 months ago
The Set Covering Machine with Data-Dependent Half-Spaces
We examine the set covering machine when it uses data-dependent half-spaces for its set of features and bound its generalization error in terms of the number of training errors an...
Mario Marchand, Mohak Shah, John Shawe-Taylor, Mar...
ICRA
2009
IEEE
163views Robotics» more  ICRA 2009»
14 years 3 months ago
3D tree reconstruction from laser range data
— We present a method for reconstructing 3D models of tree branch structure from laser range data. Our approach is probabilistic, and uses a generative model of a tree to guide a...
Jonathan Binney, Gaurav S. Sukhatme
SEMWEB
2009
Springer
14 years 1 months ago
Extracting Enterprise Vocabularies Using Linked Open Data
A common vocabulary is vital to smooth business operation, yet codifying and maintaining an enterprise vocabulary is an arduous, manual task. We describe a process to automatically...
Julian Dolby, Achille Fokoue, Aditya Kalyanpur, Ed...
DBSEC
2003
140views Database» more  DBSEC 2003»
13 years 10 months ago
Correlated Data Inference
In this paper we examine undesired inference attacks from distributed public XML documents. An undesired inference is a chain of reasoning that leads to protected data of an organ...
Csilla Farkas, Andrei Stoica
ISVC
2007
Springer
14 years 2 months ago
Image Compression Using Data-Dependent Triangulations
We present a method to speed up the computation of a high-quality data-dependent triangulation approximating an image using simulated annealing by probability distributions guided ...
Burkhard Lehner, Georg Umlauf, Bernd Hamann