Browsing by Keywords "Binary trees"
Now showing items 1-4 of 4
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A comprehensive approach to universal piecewise nonlinear regression based on trees
(IEEE, 2014)In this paper, we investigate adaptive nonlinear regression and introduce tree based piecewise linear regression algorithms that are highly efficient and provide significantly improved performance with guaranteed upper ... -
Data imputation through the identification of local anomalies
(Institute of Electrical and Electronics Engineers Inc., 2015)We introduce a comprehensive and statistical framework in a model free setting for a complete treatment of localized data corruptions due to severe noise sources, e.g., an occluder in the case of a visual recording. Within ... -
Piecewise nonlinear regression via decision adaptive trees
(IEEE, 2014-09)We investigate the problem of adaptive nonlinear regression and introduce tree based piecewise linear regression algorithms that are highly efficient and provide significantly improved performance with guaranteed upper ... -
A VLSI receive beamformer for digital ultrasound imaging
(IEEE, 1992-03)A VLSI architecture for real-time digital receive beamforming in phased array ultrasound imaging is proposed. The architecture is an inverse binary tree like structure with N stages where N is the number of array elements. ...