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» Concept Lattice Generation by Singular Value Decomposition
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SDM
2010
SIAM
195views Data Mining» more  SDM 2010»
13 years 7 months ago
MACH: Fast Randomized Tensor Decompositions
Tensors naturally model many real world processes which generate multi-aspect data. Such processes appear in many different research disciplines, e.g, chemometrics, computer visio...
Charalampos E. Tsourakakis
TROB
2008
109views more  TROB 2008»
13 years 5 months ago
An Investigation of the Intrinsic Force Sensing Capabilities of Continuum Robots
-- This paper presents the theoretical analysis and the experimental validation of the force sensing capabilities of continuum robots. These robots employ super-elastic NiTi backbo...
Kai Xu 0005, Nabil Simaan
ICMCS
2000
IEEE
109views Multimedia» more  ICMCS 2000»
13 years 10 months ago
Generating Optimal Video Summaries
In this paper, we propose a novel technique for video summarization based on the Singular Value Decomposition (SVD). For the input video sequence, we create a featureframe matrix ...
Yihong Gong, Xin Liu
TSP
2008
81views more  TSP 2008»
13 years 5 months ago
Subspace Beamforming for Near-Capacity MIMO Performance
A subspace beamforming method is presented that decomposes a MIMO channel into multiple pairs of subchannels. The pairing is done based on singular values such that similar channel...
Sirikiat Lek Ariyavisitakul, Jun Zheng, E. Ojard, ...
IFIP12
2009
13 years 3 months ago
Mining Retail Transaction Data for Targeting Customers with Headroom - A Case Study
We outline a method to model customer behavior from retail transaction data. In particular, we focus on the problem of recommending relevant products to consumers. Addressing this ...
Madhu Shashanka, Michael Giering