Hidden Markov Models for Bioinformatics - Koski, Timo (Dordrecht Kluwer Academic Publishers, 2001)
Prerequisites in Probability Calculus Information and the Kullback Distance Probabilistic Models and Learning EM Algorithm Alignment and Scoring Mixture Models and Profiles Markov Chains Learning of Markov Chains Markovian Models for DNA Sequences Hidden Markov Models: an Overview HMM for DNA Sequences Left to Right HMM for Sequences Derin's Algorithm Forward - Backward Algorithm Baum - Welch Learning Algorithm Limit Points of Baum - Welch Asymptotics of Learning Full Probabilistic Hmm
Keywords: Computer Science