Mar 7, 2008 · Manufactured components are verified using Coordinate Measuring Machine (CMM) and form-measuring instruments or setups.
Application of Support Vector Regression in assessment of geometric errors. January 2008; International Journal of Manufacturing Research 3(2):149-171. 3(2): ...
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Sep 6, 2023 · An improved hybrid grey wolf optimization (IHGWO) algorithm is proposed to optimize the geometric error modeling scheme of the support vector regression ...
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We develop an intuitive geometric framework for support vector regression (SVR). By examining when ∈-tubes exist, we show that SVR can be regarded as a ...
In this paper, a geometric interpretation of SVM regression (SVR) is derived, and μ-SVM is extended for both L1-norm and L2-norm penalty SVR. Further, Gilbert ...
For the problem of geometric error prediction of CNC machine tools, an improved hybrid grey wolf optimization (IHGWO) algorithm is proposed to optimize the ...
Linear regression (LR) and support vector regression (SVR) are widely used in data analysis. Geometrical correlation learning (GcLearn) was proposed ...
SVR achieves more accurate and more robust function approximations than the four metamodeling techniques, and shows great potential for metamodeling ...
Apr 4, 2022 · From a pedagogical standpoint SVMs provide intuition on how regularization translates from a geometric view (margins) to a functional view ( ...
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