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» Improved Algorithms for Data Migration
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ICML
2007
IEEE
16 years 4 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
170
Voted
ISBI
2007
IEEE
15 years 10 months ago
Semi-Automatic Coronary Artery Centerline Extraction in Computed Tomography Angiography Data
This paper presents a semi-automatic coronary centerline extraction algorithm for computed tomography angiography data. The method applies region growing to computed tomography an...
Coert Metz, Michiel Schaap, Alina G. van der Giess...
116
Voted
IROS
2006
IEEE
163views Robotics» more  IROS 2006»
15 years 9 months ago
Pair-wise Registration of 3D/Color Data Sets with ICP
- The ICP (Iterative Closest Point) algorithm remains a very popular method for the registration of 3D data sets, when an initial guess of the relative pose between them is known. ...
Lounis Douadi, Marie-José Aldon, Andr&eacut...
IDA
2006
Springer
15 years 3 months ago
Temporal Bayesian classifiers for modelling muscular dystrophy expression data
The analysis of microarray data from time-series experiments requires specialised algorithms, which take the temporal ordering of the data into account. In this paper we explore a ...
Allan Tucker, Peter A. C. 't Hoen, Veronica Vincio...
INCDM
2007
Springer
69views Data Mining» more  INCDM 2007»
15 years 10 months ago
Simultaneous Co-clustering and Modeling of Market Data
For difficult prediction problems, practitioners often segment the data into relatively homogenous groups and then build a model for each group. This two-step procedure usually res...
Meghana Deodhar, Joydeep Ghosh