Optimisation of HMM topology and its model parameters by genetic algorithms

A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains

Leonard E. Baum, Ted Petrie, George Soules · The Annals of Mathematical Statistics · 1970 · 4.3K citations · Full text

Natural Sciences, Computer Science, Mathematics +12

An inequality and associated maximization technique in statistical estimation of probabilistic functions of a Markov process

Leonard E. Baum · Medical Entomology and Zoology · 1972 · 1.4K citations

Natural Sciences, Mathematics, Probability Theory +9

Genetic algorithms and their applications

K.S. Tang, K.F. Man, Sam Kwong et al. · IEEE Signal Processing Magazine · 1996 · 1.1K citations

Computing, Computer Science, Algorithms +11

An inequality with applications to statistical estimation for probabilistic functions of Markov processes and to a model for ecology

Leonard E. Baum, J. A. Eagon · Bulletin of the American Mathematical Society · 1967 · 1K citations · Full text

Natural Sciences, Ecology, Mathematics +14

An Introduction to the Application of the Theory of Probabilistic Functions of a Markov Process to Automatic Speech Recognition

S. Levinson, L. R. Rabiner, M. M. Sondhi · Bell System Technical Journal · 1983 · 988 citations

Computing, Computer Science, Algorithms +12