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» Missing Data Estimation Using Polynomial Kernels
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PKDD
2001
Springer
108views Data Mining» more  PKDD 2001»
15 years 5 months ago
Knowledge Discovery in Multi-label Phenotype Data
The biological sciences are undergoing an explosion in the amount of available data. New data analysis methods are needed to deal with the data. We present work using KDD to analys...
Amanda Clare, Ross D. King
96
Voted
RC
2007
128views more  RC 2007»
15 years 1 days ago
Bounds on Generalized Linear Predictors with Incomplete Outcome Data
This paper develops easily computed, tight bounds on Generalized Linear Predictors and instrumental variable estimators when outcome data are partially identi…ed. A salient exam...
Jörg Stoye
107
Voted
3DIM
2007
IEEE
15 years 7 months ago
Image-based Model Completion
Geometric models created from range sensors are usually incomplete. Considerable effort has been made to fix this problem, ranging from manual repairing to geometric interpolatio...
Alan Brunton, Stefanie Wuhrer, Chang Shu
95
Voted
3DPVT
2006
IEEE
236views Visualization» more  3DPVT 2006»
15 years 6 months ago
Multiple Camera Calibration Using Robust Perspective Factorization
In this paper we address the problem of recovering structure and motion from a large number of intrinsically calibrated perspective cameras. We describe a method that combines (1)...
Andrei Zaharescu, Radu Horaud, Rémi Ronfard...
PAMI
2007
253views more  PAMI 2007»
15 years 1 days ago
Gaussian Mean-Shift Is an EM Algorithm
The mean-shift algorithm, based on ideas proposed by Fukunaga and Hostetler (1975), is a hill-climbing algorithm on the density defined by a finite mixture or a kernel density e...
Miguel Á. Carreira-Perpiñán