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CSB
2004
IEEE
106views Bioinformatics» more  CSB 2004»
15 years 8 months ago
A Theoretical Analysis of Gene Selection
A great deal of recent research has focused on the challenging task of selecting differentially expressed genes from microarray data (`gene selection'). Numerous gene selecti...
Sach Mukherjee, Stephen J. Roberts
DNA
2006
Springer
15 years 8 months ago
Design and Simulation of Self-repairing DNA Lattices
Self-repair is essential to all living systems, providing the ability to remain functional in spite of gradual damage. In the context of self-assembly of self-repairing synthetic b...
Urmi Majumder, Sudheer Sahu, Thomas H. LaBean, Joh...
ISBRA
2010
Springer
15 years 8 months ago
A Novel Approach for Compressing Phylogenetic Trees
Abstract. Phylogenetic trees are tree structures that depict relationships between organisms. Popular analysis techniques often produce large collections of candidate trees, which ...
Suzanne Matthews, Seung-Jin Sul, Tiffani L. Willia...
BIBM
2008
IEEE
125views Bioinformatics» more  BIBM 2008»
15 years 6 months ago
On the Role of Local Matching for Efficient Semi-supervised Protein Sequence Classification
Recent studies in protein sequence analysis have leveraged the power of unlabeled data. For example, the profile and mismatch neighborhood kernels have shown significant improveme...
Pavel P. Kuksa, Pai-Hsi Huang, Vladimir Pavlovic
BIRD
2008
Springer
131views Bioinformatics» more  BIRD 2008»
15 years 6 months ago
Identifying Subcellular Locations from Images of Unknown Resolution
Our group has previously used machine learning techniques to develop computational systems to automatically analyse fluorescence microscope images and classify the location of the ...
Luís Pedro Coelho, Robert F. Murphy