AT&T (United States)

Support-vector networks

The Nature of Statistical Learning Theory

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

Ten Lectures on Wavelets

Mathematics of Computing -- Miscellaneous.

Least squares quantization in PCM

It has long been realized that in pulse-code modulation (PCM), with a given ensemble of signals to handle, the quantum values should be spaced more closely in the voltage region...

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Many areas of science depend on exploratory data analysis and visualization. The need to analyze large amounts of multivariate data raises the fundamental problem of dimensional...

The Nature of Statistical Learning Theory

Gene Selection for Cancer Classification using Support Vector Machines

Novel methods improve prediction of species’ distributions from occurrence data

Prediction of species’ distributions is central to diverse applications in ecology, evolution and conservation science. There is increasing electronic access to vast sets of occ...

A fifth-order perturbation comparison of electron correlation theories