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ICC
2007
IEEE
120views Communications» more  ICC 2007»
13 years 11 months ago
Empirical Study on Inferring BGP Routing Instability and its Location Based on Single Point Observation
As the Internet has become a communication infrastructure, inter-domain routing instabilities have become prone to serious problems. Some studies have proposed methods that infer i...
Tomohiko Ogishi, Yuichiro Hei, Shigehiro Ano, Toru...
ICML
2007
IEEE
14 years 8 months ago
Quadratically gated mixture of experts for incomplete data classification
We introduce quadratically gated mixture of experts (QGME), a statistical model for multi-class nonlinear classification. The QGME is formulated in the setting of incomplete data,...
Xuejun Liao, Hui Li, Lawrence Carin
IDA
2009
Springer
14 years 2 months ago
Bayesian Robust PCA for Incomplete Data
Abstract. We present a probabilistic model for robust principal component analysis (PCA) in which the observation noise is modelled by Student-t distributions that are independent ...
Jaakko Luttinen, Alexander Ilin, Juha Karhunen
ICRA
1998
IEEE
111views Robotics» more  ICRA 1998»
13 years 11 months ago
Weighting Observations: The Use of Kinematic Models in Object Tracking
We describe a model-based object tracking system that updates the configuration parameters of an object model based upon information gathered from a sequence of monocular images. ...
Kevin Nickels, Seth Hutchinson
CMSB
2003
Springer
14 years 21 days ago
A Method for Estimating Metabolic Fluxes from Incomplete Isotopomer Information
Metabolic flux estimation—the problem of finding out the rates of reactions in metabolic pathways—is an important problem area in the study of metabolism. The most accurate t...
Juho Rousu, Ari Rantanen, Hannu Maaheimo, Esa Pitk...