A scalable robust and automatic propositionalization approach for Bayesian classification of large mixed numerical and categorical data

A Mathematical Theory of Communication

Claude E. Shannon · Bell System Technical Journal · 1948 · 78.4K citations

Wireless Communications, Modulation, Engineering +17

Statistical Comparisons of Classifiers over Multiple Data Sets

Janez Demšar · 2006 · 11.2K citations

Data Classification, Classification Method, Engineering +13

Modeling by shortest data description

J. Rissanen · Automatica · 1978 · 5.9K citations

Data Representation, Computational Science, Engineering +10

Random sampling with a reservoir

Jeffrey Scott Vitter · ACM Transactions on Mathematical Software · 1985 · 1.7K citations · Full text

Engineering, Machine Learning, N Records +17

A Universal Prior for Integers and Estimation by Minimum Description Length

J. Rissanen · The Annals of Statistics · 1983 · 1.7K citations · Full text

Mathematical Programming, Parameter Estimation, Engineering +19