Statistics and Computing

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

A tutorial on spectral clustering

Ulrike von Luxburg · 2007 · 10.3K citations · Full text

Computing, Computer Science, Data Mining +10

WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility

David J. Lunn, Andrew C. Thomas, Nicky Best et al. · 2000 · 5.4K citations

Computing, Computer Science, Bayesian Data Analysis +11

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Aki Vehtari, Andrew Gelman, Jonah Gabry · 2016 · 5.4K citations · Full text

Computing, Data Science, Bayesian Data Analysis +11

A genetic algorithm tutorial

Darrell Whitley · 1994 · 4.5K citations

Architecture, Computer Science, Algorithms +11