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The Bayesian elastic net regression
Communications in Statistics - Simulation and Computation, 2017A Bayesian elastic net approach is presented for variable selection and coefficient estimation in linear regression models.
Rahim Alhamzawi +1 more
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Elastic net orthogonal forward regression
Neurocomputing, 2015An efficient two-level model identification method aiming at maximising a model׳s generalisation capability is proposed for a large class of linear-in-the-parameters models from the observational data. A new elastic net orthogonal forward regression (ENOFR) algorithm is employed at the lower level to carry out simultaneous model selection and elastic ...
Hong, Xia, Chen, Sheng
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Philosophical Transactions of the Royal Society of London. Series A: Physical and Engineering Sciences, 1991
A general equilibrium theory for nets constructed from two families of perfectly flexible elastic fibres is presented. The fibres are assumed to be continuously distributed and to offer negligible resistance to shear distortion. Configurations of nets are shown to be minimizers of the potential energy of deformation only if the associated fibre ...
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A general equilibrium theory for nets constructed from two families of perfectly flexible elastic fibres is presented. The fibres are assumed to be continuously distributed and to offer negligible resistance to shear distortion. Configurations of nets are shown to be minimizers of the potential energy of deformation only if the associated fibre ...
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Topology-Preserving Elastic Nets
2001We have developed a topology-preserving elastic net which combines both lateral and synaptic interactions to obtain topologically ordered representations (receptive fields) of an external stimulus. Existing neural models that preserve the topology by utilizing lateral interactions, such as the Kohonen map and Goodhill's mapping, and by utilizing ...
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Flood Subsidence Susceptibility Mapping using Elastic-net Classifier: New Approach
Water resources management, 2023A. Al-Areeq +9 more
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Elastic nets, travelling salesmen and cortical maps
Current Biology, 1992Hubel and Wiesel [ 1 ] were the first to show that many neuronal response properties vary systematically with position on the surface of the primate visual cortex. Not 0nly are these so-called maps highly ordered, but recent results obtained by direct imaging of neuronal activity patterns with voltage-sensitive dyes [2,3], have shown that the different
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Linearized alternating direction method of multipliers for elastic-net support vector machines
Pattern Recognition, 2023Rongmei Liang, Xiaofei Wu, Zhimin Zhang
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ENGA: Elastic Net-Based Genetic Algorithm for human action recognition
Expert systems with applications, 2023Inzamam Mashood Nasir +5 more
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Attention-guided evolutionary attack with elastic-net regularization on face recognition
Pattern Recognition, 2023Cong Hu +3 more
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Elastic net twin support vector machine and its safe screening rules
Information Sciences, 2023Huiru Wang, Jiayi Zhu, Feng Feng
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