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Novel data clustering for microarrays and image segmentation

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Spectral Clustering Eigenvalue Problem
Citation Author(s):
Andrew Knyazev
Submitted by:
Andrew Knyazev
Last updated:
23 February 2016 - 1:44pm
Document Type:
Presentation Slides
Document Year:
2013
Categories:
Emerging: Big Data
Graphical and kernel methods (MLR-GRKN)
Image/Video Processing
Bioinformatics
 

We develop novel algorithms and software on parallel computers for data clustering of large datasets. We are interested in applying our approach, e.g., for analysis of large datasets of microarrays or tiling arrays in molecular biology and for segmentation of high resolution images.

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