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» Database-friendly random projections

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AMCS
2008

116views Mathematics» more AMCS 2008»

Random Projection RBF Nets for Multidimensional Density Estimation

13 years 7 months ago

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Ewa Skubalska-Rafajlowicz

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IVC
2000

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Matching disparate views of planar surfaces using projective invariants

13 years 7 months ago

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Feature matching is a prerequisite to a wide variety of vision tasks. This paper presents a method that addresses the problem of matching disparate views of coplanar points and li...

Manolis I. A. Lourakis, Spyros T. Halkidis, Stelio...

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INFORMATICALT
2000

79views more INFORMATICALT 2000»

Influence of Projection Pursuit on Classification Errors: Computer Simulation Results

13 years 7 months ago

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Abstract. Influence of projection pursuit on classification errors and estimates of a posteriori probabilities from the sample is considered. Observed random variable is supposed t...

Gintautas Jakimauskas, Ricardas Krikstolaitis

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KDD
2003
ACM

127views Data Mining» more KDD 2003»

Experiments with random projections for machine learning

14 years 8 months ago

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Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...

Dmitriy Fradkin, David Madigan

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APPROX
2008
Springer

102views Algorithms» more APPROX 2008»

Dense Fast Random Projections and Lean Walsh Transforms

13 years 9 months ago

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Random projection methods give distributions over k

Edo Liberty, Nir Ailon, Amit Singer

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