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CDC
2009
IEEE
159views Control Systems» more  CDC 2009»
15 years 6 months ago
A distributed machine learning framework
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
Tansu Alpcan, Christian Bauckhage
104
Voted
VLDB
2001
ACM
139views Database» more  VLDB 2001»
15 years 6 months ago
NetCube: A Scalable Tool for Fast Data Mining and Compression
We propose an novel method of computing and storing DataCubes. Our idea is to use Bayesian Networks, which can generate approximate counts for any query combination of attribute v...
Dimitris Margaritis, Christos Faloutsos, Sebastian...
117
Voted
ECCV
2010
Springer
15 years 7 months ago
The Generalized PatchMatch Correspondence Algorithm
Abstract. PatchMatch is a fast algorithm for computing dense approximate nearest neighbor correspondences between patches of two image regions [1]. This paper generalizes PatchMatc...
95
Voted
CORR
2008
Springer
64views Education» more  CORR 2008»
15 years 2 months ago
An adaptive embedded architecture for real-time Particle Image Velocimetry algorithms
Particle Image Velocimetry (PIV) is a method of imaging and analysing fields of flows. The PIV techniques compute and display all the motion vectors of the field in a resulting im...
Alain Aubert, Nathalie Bochard, Virginie Fresse
SI3D
2012
ACM
13 years 9 months ago
Fast, effective BVH updates for animated scenes
Bounding volume hierarchies (BVHs) are a popular acceleration structure choice for animated scenes rendered with ray tracing. This is due to the relative simplicity of refitting ...
Daniel Kopta, Thiago Ize, Josef B. Spjut, Erik Bru...