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PODS
2001
ACM
120views Database» more  PODS 2001»
14 years 10 months ago
Database-friendly random projections
A classic result of Johnson and Lindenstrauss asserts that any set of n points in d-dimensional Euclidean space can be embedded into k-dimensional Euclidean space -- where k is lo...
Dimitris Achlioptas
VMV
2001
303views Visualization» more  VMV 2001»
13 years 11 months ago
Extracting Cylinders in Full 3D Data Using a Random Sampling Method and the Gaussian Image
This paper presents a new method for extracting cylinders from an unorganized set of 3D points. The originality of this approach is to separate the extraction problem into two dis...
Thomas Chaperon, François Goulette
AI
2001
Springer
14 years 2 months ago
How AI Can Help SE; or: Randomized Search Not Considered Harmful
In fast-paced software projects, engineers don’t have the time or the resources to build heavyweight complete descriptions of their software. The best they can do is lightweight ...
Tim Menzies, Harshinder Singh
KDD
2001
ACM
187views Data Mining» more  KDD 2001»
14 years 10 months ago
Random projection in dimensionality reduction: applications to image and text data
Random projections have recently emerged as a powerful method for dimensionality reduction. Theoretical results indicate that the method preserves distances quite nicely; however,...
Ella Bingham, Heikki Mannila
DC
2007
13 years 9 months ago
Randomized self-stabilizing and space optimal leader election under arbitrary scheduler on rings
We present a randomizedself-stabilizing leaderelection protocol and a randomizedself-stabilizing token circulation protocol under an arbitrary scheduler on anonymous and unidirect...
Joffroy Beauquier, Maria Gradinariu, Colette Johne...