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178
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ICIP
2007
IEEE
15 years 10 months ago
Unsupervised Nonlinear Manifold Learning
This communication deals with data reduction and regression. A set of high dimensional data (e.g., images) usually has only a few degrees of freedom with corresponding variables t...
Matthieu Brucher, Christian Heinrich, Fabrice Heit...
156
Voted
FPL
2001
Springer
96views Hardware» more  FPL 2001»
15 years 11 months ago
System Level Tools for DSP in FPGAs
Abstract. Visual data ow environments are ideally suited for modeling digital signal processing (DSP) systems, as many DSP algorithms are most naturally speci ed by signal ow gra...
James Hwang, Brent Milne, Nabeel Shirazi, Jeffrey ...
ICASSP
2011
IEEE
14 years 10 months ago
Co-clustering as multilinear decomposition with sparse latent factors
The K-means clustering problem seeks to partition the columns of a data matrix in subsets, such that columns in the same subset are ‘close’ to each other. The co-clustering pr...
Evangelos E. Papalexakis, Nicholas D. Sidiropoulos
166
Voted
IPMI
2009
Springer
16 years 7 months ago
A Unified Framework for MR Based Disease Classification
In this paper, we employ an anatomical parameterization of spatial warps to reveal structural differences between medical images of healthy control subjects and disease patients. T...
Kilian M. Pohl, Mert R. Sabuncu
174
Voted
ICASSP
2011
IEEE
14 years 10 months ago
A channel-blind system for speaker verification
The majority of speaker verification systems proposed in the NIST speaker recognition evaluation are conditioned on the type of data to be processed: telephone or microphone. In ...
Najim Dehak, Zahi N. Karam, Douglas A. Reynolds, R...