48 search results - page 2 / 10 » A pseudo-nearest-neighbor approach for missing data recovery... |
AINA
2008
IEEE
14 years 7 days ago
2008
IEEE
The analysis of gene expression time series obtained from microarray experiments can be effectively exploited to understand a wide range of biological phenomena from the homeostat...
ICDM
2010
IEEE
13 years 3 months ago
2010
IEEE
Abstract--Randomization is a general technique for evaluating the significance of data analysis results. In randomizationbased significance testing, a result is considered to be in...
ICML
2007
IEEE
14 years 6 months ago
2007
IEEE
We consider the problem of multiclass classification where both labeled and unlabeled data points are given. We introduce and demonstrate a new approach for estimating a distribut...
MCS
2005
Springer
13 years 11 months ago
2005
Springer
This paper describes a unified approach, based on Gaussian Processes, for achieving sensor fusion under the problematic conditions of missing channels and noisy labels. Under the ...
IROS
2008
IEEE
14 years 5 days ago
2008
IEEE
—This paper presents an alternative formulation for the Bayesian feature-based simultaneous localisation and mapping (SLAM) problem, using a random finite set approach. For a fe...