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UAI
2004
13 years 11 months ago
The Minimum Information Principle for Discriminative Learning
Exponential models of distributions are widely used in machine learning for classification and modelling. It is well known that they can be interpreted as maximum entropy models u...
Amir Globerson, Naftali Tishby
JMLR
2010
161views more  JMLR 2010»
13 years 4 months ago
Feature Selection for Text Classification Based on Gini Coefficient of Inequality
A number of feature selection mechanisms have been explored in text categorization, among which mutual information, information gain and chi-square are considered most effective. ...
Sanasam Ranbir Singh, Hema A. Murthy, Timothy A. G...
MOBIHOC
2004
ACM
14 years 9 months ago
Frequency rolling: a cooperative frequency hopping for mutually interfering wpans
A Wireless Personal Area Network (WPAN) provides wireless links among proximate devices, usually carried by an individual. As WPAN gains momentum in ubiquitous usage, the interfer...
Petar Popovski, Hiroyuki Yomo, Sebastien Aprili
IEEECIT
2005
IEEE
14 years 3 months ago
Analysis of the Suzuki-Kasami Algorithm with SAL Model Checkers
We report on a case study in which SAL model checkers have been used to analyze the Suzuki-Kasami distributed mutual exclusion algorithm with respect to the mutual exclusion prope...
Kazuhiro Ogata, Kokichi Futatsugi
CVIU
2008
151views more  CVIU 2008»
13 years 10 months ago
Accurate and precise 2D-3D registration based on X-ray intensity
This paper addresses the problem of estimating the 3D rigid pose of an object from its digitized X-ray projection. We considered the cases of homogeneous (CAD models) and inhomoge...
Souha Aouadi, Laurent Sarry