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» Randomized Variable Elimination
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131
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CORR
2002
Springer
132views Education» more  CORR 2002»
15 years 3 months ago
Robust Feature Selection by Mutual Information Distributions
Mutual information is widely used in artificial intelligence, in a descriptive way, to measure the stochastic dependence of discrete random variables. In order to address question...
Marco Zaffalon, Marcus Hutter
85
Voted
CORR
2010
Springer
80views Education» more  CORR 2010»
15 years 1 months ago
Analysis of temporal characteristics of the editorial processing in scientific periodicals
The first part of our work is connected with the analysis of typical random variables for the specific human-initiated process. We study the data characterizing editorial work wit...
Olesya Mryglod, Yurij Holovatch, Ihor Mryglod
144
Voted
TWC
2011
231views more  TWC 2011»
14 years 10 months ago
An Accurate Closed-Form Approximation of the Distributed MIMO Outage Probability
— The mutual information (MI) of multiple-input multiple-output (MIMO) system over Rayleigh fading channel is known to asymptotically follow a normal probability distribution. In...
Fabien Heliot, Reza Hoshyar, Rahim Tafazolli
150
Voted
EDBT
2010
ACM
132views Database» more  EDBT 2010»
15 years 6 months ago
Turbo-charging hidden database samplers with overflowing queries and skew reduction
Recently, there has been growing interest in random sampling from online hidden databases. These databases reside behind form-like web interfaces which allow users to execute sear...
Arjun Dasgupta, Nan Zhang 0004, Gautam Das
SASN
2006
ACM
15 years 9 months ago
RANBAR: RANSAC-based resilient aggregation in sensor networks
We present a novel outlier elimination technique designed for sensor networks. This technique is called RANBAR and it is based on the RANSAC (RANdom SAmple Consensus) paradigm, wh...
Levente Buttyán, Péter Schaffer, Ist...