Feature representation and discrimination based on Gaussian mixture model probability densities—Practices and algorithms

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

Data Classification, Engineering, Machine Learning +9

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 19.8K citations

Mathematical Programming, Decision-theoretic Generalization, Engineering +13

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Recurrent Neural Network, Engineering, Machine Learning +11

An Introduction to Support Vector Machines and Other Kernel‐based Learning Methods

Kybernetes · 2001 · 3.3K citations

Data Classification, Support Vector Machine, Classification Method +11

A gentle tutorial of the em algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models

Jeffrey A. Bilmes · 1998 · 2.5K citations