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CORR
2007
Springer

87views Education» more CORR 2007»

Detection of Gauss-Markov Random Fields with Nearest-Neighbor Dependency

13 years 8 months ago

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Abstract—The problem of hypothesis testing against independence for a Gauss–Markov random ﬁeld (GMRF) is analyzed. Assuming an acyclic dependency graph, an expression for the...

Animashree Anandkumar, Lang Tong, Ananthram Swami

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IS
2006

123views Artificial Intelligence» more IS 2006»

High dimensional nearest neighbor searching

13 years 8 months ago

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As databases increasingly integrate different types of information such as time-series, multimedia and scientific data, it becomes necessary to support efficient retrieval of mult...

Hakan Ferhatosmanoglu, Ertem Tuncel, Divyakant Agr...

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JPDC
2006

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Computing nearest neighbors in real time

13 years 8 months ago

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The nearest-neighbor method can successfully be applied to correct possible errors induced into bit strings transmitted over noisy communication channels or to classify samples in...

Marius Nagy, Selim G. Akl

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PAMI
2006

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Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error

13 years 8 months ago

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Roberto Paredes, Enrique Vidal

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