Where I write.

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

Signal Peptide & Protein Targeting

Naive Bayes classifier

Ensemble Methods in Machine Learning

Structured Output Support Vector Machines

Soft Margin Intuition

WD kernel with shifts

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

Support Vector Machines and Kernels

Lagrange duality

Hidden Markov Models