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EM method for identifying motifs in unaligned biopolymer sequences

Posted by Yao Yao on December 29, 2014

Expectation-Maximization Algorithm

Digest of A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models

Posted by Yao Yao on December 28, 2014

Signal Peptide & Protein Targeting

Posted by Yao Yao on December 25, 2014

Naive Bayes classifier

Posted by Yao Yao on December 25, 2014

Ensemble Methods in Machine Learning

Posted by Yao Yao on December 22, 2014

Structured Output Support Vector Machines

Posted by Yao Yao on December 11, 2014

Soft Margin Intuition

Posted by Yao Yao on December 10, 2014

WD kernel with shifts

Digest of RASE: recognition of alternatively spliced exons in C. elegans

Posted by Yao Yao on December 6, 2014

Support Vector Machines and Kernels

Posted by Yao Yao on December 5, 2014

Lagrange duality

Posted by Yao Yao on December 4, 2014