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ICASSP
2011
IEEE
14 years 4 months ago
A general framework for robust HOSVD-based indexing and retrieval with high-order tensor data
In this paper, we rst present a theorem that HOSVD-based representation of high-order tensor data provides a robust framework that can be used for a uni ed representation of the H...
Qun Li, Xiangqiong Shi, Dan Schonfeld
ICASSP
2011
IEEE
14 years 4 months ago
A Bernoulli-Gaussian model for gene factor analysis
This paper investigates a Bayesian model and a Markov chain Monte Carlo (MCMC) algorithm for gene factor analysis. Each sample in the dataset is decomposed as a linear combination...
Cecile Bazot, Nicolas Dobigeon, Jean-Yves Tournere...
MMM
2011
Springer
251views Multimedia» more  MMM 2011»
14 years 4 months ago
Randomly Projected KD-Trees with Distance Metric Learning for Image Retrieval
Abstract. Efficient nearest neighbor (NN) search techniques for highdimensional data are crucial to content-based image retrieval (CBIR). Traditional data structures (e.g., kd-tree...
Pengcheng Wu, Steven C. H. Hoi, Duc Dung Nguyen, Y...
JAMIA
2011
101views more  JAMIA 2011»
14 years 3 months ago
The military health system's personal health record pilot with Microsoft HealthVault and Google Health
Objective To design, build, implement, and evaluate a personal health record (PHR), tethered to the Military Health System, that leverages MicrosoftÒ HealthVault and GoogleÒ Hea...
Nhan V. Do, Rick Barnhill, Kimberly A. Heermann-Do...
SISAP
2011
IEEE
437views Data Mining» more  SISAP 2011»
14 years 3 months ago
Succinct nearest neighbor search
In this paper we present a novel technique for nearest neighbor searching dubbed neighborhood approximation. The central idea is to divide the database into compact regions repres...
Eric Sadit Tellez, Edgar Chávez, Gonzalo Na...
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