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Analysis of Elastic-Net Regularization
2008We give a review on some recent results about the consistency of the elastic-net algorithm for sparse recovering in the context of learning ...
C. De Mol +2 more
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Sparse linear regression with elastic net regularization for brain-computer interfaces
2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012This paper demonstrates the feasibility of decoding neuronal population signals using a sparse linear regression model with an elastic net penalty. In offline analysis of real electrocorticographic (ECoG) neural data the elastic net achieved a timepoint decoding accuracy of 95% for classifying hand grasps vs.
John W, Kelly +4 more
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Fractional-order elastic net regularization for identifying various types of unknown external forces
Mechanical Systems and Signal Processing, 2023Weiwei Zhang
exaly
Research of magnetic particle imaging reconstruction based on the elastic net regularization
Biomedical Signal Processing and Control, 2021Zhenqi Jiang, Xiaoying Tang
exaly
Elastic-Net Regularized Online Portfolio Selection with Transaction Costs
2023 IEEE 2nd International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA), 2023Xiaoting Yao, Na Zhang
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A Novel Current Reconstruction Method Based on Elastic Net Regularization
IEEE Transactions on Instrumentation and Measurement, 2020Gen Zhao, Jun Hu, Jinliang He
exaly
Elastic-net regularization for nonlinear electrical impedance tomography with a splitting approach
Applicable Analysis, 2019Bo Han
exaly
Time series prediction via elastic net regularization integrating partial autocorrelation
Applied Soft Computing Journal, 2022exaly