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» Removal of Translation Bias when using Subspace Methods
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CVPR
1999
IEEE
14 years 7 months ago
Optimal Rigid Motion Estimation and Performance Evaluation with Bootstrap
A new method for 3D rigid motion estimation is derived under the most general assumption that the measurements are corrupted by inhomogeneous and anisotropic, i.e., heteroscedasti...
Bogdan Matei, Peter Meer
BMCBI
2008
57views more  BMCBI 2008»
13 years 5 months ago
A novel method for high accuracy sumoylation site prediction from protein sequences
Background: Protein sumoylation is an essential dynamic, reversible post translational modification that plays a role in dozens of cellular activities, especially the regulation o...
Jialin Xu, Yun He, Boqin Qiang, Jiangang Yuan, Xia...
ICML
1997
IEEE
13 years 9 months ago
A Comparative Study on Feature Selection in Text Categorization
This paper is a comparative study of feature selection methods in statistical learning of text categorization. The focus is on aggressive dimensionality reduction. Five methods we...
Yiming Yang, Jan O. Pedersen
ICDM
2010
IEEE
154views Data Mining» more  ICDM 2010»
13 years 2 months ago
Discrimination Aware Decision Tree Learning
Abstract--Recently, the following discrimination aware classification problem was introduced: given a labeled dataset and an attribute , find a classifier with high predictive accu...
Faisal Kamiran, Toon Calders, Mykola Pechenizkiy
ECCV
2006
Springer
13 years 8 months ago
Online Video Registration of Dynamic Scenes Using Frame Prediction
An online approach is proposed for Video registration of dynamic scenes, such as scenes with dynamic textures, moving objects, motion parallax, etc. This approach has three steps:...
Alex Rav-Acha, Yael Pritch, Shmuel Peleg