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» Sequential predictions based on algorithmic complexity
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PR
2008
129views more  PR 2008»
15 years 2 months ago
A comparison of generalized linear discriminant analysis algorithms
7 Linear discriminant analysis (LDA) is a dimension reduction method which finds an optimal linear transformation that maximizes the class separability. However, in undersampled p...
Cheong Hee Park, Haesun Park
133
Voted
JMLR
2010
99views more  JMLR 2010»
14 years 9 months ago
An Efficient Explanation of Individual Classifications using Game Theory
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
Erik Strumbelj, Igor Kononenko
128
Voted
BMCBI
2007
153views more  BMCBI 2007»
15 years 2 months ago
Can Clustal-style progressive pairwise alignment of multiple sequences be used in RNA secondary structure prediction?
Background: In ribonucleic acid (RNA) molecules whose function depends on their final, folded three-dimensional shape (such as those in ribosomes or spliceosome complexes), the se...
Amelia B. Bellamy-Royds, Marcel Turcotte
140
Voted
IPPS
2005
IEEE
15 years 8 months ago
A Case Study on Pattern-Based Systems for High Performance Computational Biology
Computational biology research is now faced with the burgeoning number of genome data. The rigorous postprocessing of this data requires an increased role for high performance com...
Weiguo Liu, Bertil Schmidt
126
Voted
BIBE
2005
IEEE
121views Bioinformatics» more  BIBE 2005»
15 years 8 months ago
RNA Pseudoknot Prediction Using Term Rewriting
RNA plays a critical role in mediating every step of cellular information transfer from genes to functional proteins. Pseudoknots are widely occurring structural motifs found in a...
Xuezheng Fu, Hao Wang, William L. Harrison, Robert...