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» Dimensional behaviour of entropy and information
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CORR
2011
Springer
128views Education» more  CORR 2011»
12 years 12 months ago
Dimensional behaviour of entropy and information
Sergey Bobkov, Mokshay M. Madiman
IPMI
2007
Springer
14 years 5 months ago
High-Dimensional Entropy Estimation for Finite Accuracy Data: R-NN Entropy Estimator
Abstract. We address the problem of entropy estimation for highdimensional finite-accuracy data. Our main application is evaluating high-order mutual information image similarity c...
Jan Kybic
AIME
2007
Springer
13 years 11 months ago
On the Behaviour of Information Measures for Test Selection
In diagnostic decision-support systems, a test-selection facility serves to select tests that are expected to yield the largest decrease in the uncertainty about a patient’s diag...
Danielle Sent, Linda C. van der Gaag
SAC
2005
ACM
13 years 10 months ago
An information theoretic histogram for single dimensional selectivity estimation
: We study the problem of one dimensional selectivity estimation in relational databases. We introduce a new type of histogram based on information theory. We compare our histogram...
Chris Giannella, Bassem Sayrafi
KES
2005
Springer
13 years 10 months ago
Measuring Global Behaviour of Multi-agent Systems from Pair-Wise Mutual Information
In this paper we present a method for finding general dependencies between individual agents in a multi-agent system. We use mutual information as the general measure for dependen...
George Mathews, Hugh F. Durrant-Whyte, Mikhail Pro...