Entropy estimation

In various science/engineering applications, such as independent component analysis, image analysis, genetic analysis, speech recognition, manifold…

Papers overview

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2017

Theoretical bases, methods and special processor tools for determination entropy of random messages and signals are described…

2016

This paper presents an efficient algorithm for interactive image segmentation that responds to 1-bit user feedback. The goal of…

2006

2006

We present an algorithm for estimating entropy from high-dimensional data based on Kozachenko-Leonenko nearest neighbor estimator…

2005

We develop the general, multivariate case of the Edgeworth approximation of differential entropy, and introduce an approximate…

2005

High-frequency (HF) communications is undergoing resurgence despite advances in long-range satellite communication systems…

2005

Extracting data on the Web is an important information extraction task. Most existing approaches rely on wrappers which require…

2002

Second order statistics have formed the basisof learning and adaptation due to its appealand analytical simplicity. On the other…

2000

The purpose of the present work is to numerically analyze information complexity of the laminar chaotic mixing field produced by…

1998

This paper introduces the notion of a context table, which is a common basis for describing and analyzing text compression…