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ICPR
2008
IEEE
16 years 14 days ago
Semi-supervised feature selection under logistic I-RELIEF framework
We consider feature selection in the semi-supervised learning setting. This problem is rarely addressed in the literature. We propose a new algorithm as a natural extension of the...
Yubo Cheng, Yunpeng Cai, Yijun Sun, Jian Li
ICPR
2008
IEEE
16 years 14 days ago
Signature verification based on fusion of on-line and off-line kernels
The problem of signature verification is considered within the bounds of the kernel-based methodology of pattern recognition, more specifically, SVM principle of machine learning....
Vadim Mottl, Mikhail Lange, Valentina Sulimova, Al...
ICAC
2005
IEEE
15 years 11 months ago
Self-Configuring and Optimizing Mobile Ad Hoc Networks
We present the design and implementation of a working system that enables self-configuration and self-optimization in mobile ad hoc networks (MANETs) by exploiting context awarene...
Apostolos Malatras, George Pavlou, Stylianos Gouve...
ICCV
2005
IEEE
15 years 11 months ago
A Unifying Approach to Hard and Probabilistic Clustering
We derive the clustering problem from first principles showing that the goal of achieving a probabilistic, or ”hard”, multi class clustering result is equivalent to the algeb...
Ron Zass, Amnon Shashua
ICPR
2002
IEEE
15 years 11 months ago
Mutual Information Based Evaluation of 3D Building Models
This paper presents a metric based on information theory principles that compares 3D object models to images. The metric is based on the formulation of the mutual information betw...
Ildiko Suveg, George Vosselman