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ICASSP
2011
IEEE
14 years 11 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 11 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 11 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 10 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 10 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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