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103
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ICML
2003
IEEE
16 years 1 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»
15 years 7 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
81
Voted
SEMWEB
2009
Springer
15 years 5 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...
90
Voted
DBSEC
2003
140views Database» more  DBSEC 2003»
15 years 2 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
15 years 7 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