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Physical review. D, ISSN 2470-0010, 03/2019, Volume 99, Issue 6
Journal Article
Journal of Sound and Vibration, ISSN 0022-460X, 06/2018, Volume 423, pp. 141 - 160
The l1 regularization technique has been developed for structural health monitoring and damage detection through employing the sparsity condition of structural... 
l1 regularization | Damage detection | Sparsity | Regularization parameter | Vibration method | regularization
Journal Article
Inverse Problems, ISSN 0266-5611, 01/2017, Volume 33, Issue 1, p. 15003
The inversion of two-dimensional NMR data is an ill-posed problem related to the numerical computation of the inverse Laplace transform. The Uniform Penalty... 
spatially adapted regularization parameter | NMR data inversion | nonnegative Tikhonov regularization | LAPLACE INVERSION | MATHEMATICS, APPLIED | MULTIEXPONENTIAL DECAY DATA | CONSTRAINTS | TRANSFORM | REGULARIZATION | PHYSICS, MATHEMATICAL
Journal Article
Journal of computational and graphical statistics, ISSN 1537-2715, 2013, Volume 22, Issue 2, pp. 231 - 245
For high-dimensional supervised learning problems, often using problem-specific assumptions can lead to greater accuracy. For problems with grouped covariates,... 
Model | Regression | Penalize | Nesterov | Regularize | Regularization and the Lasso | STATISTICS & PROBABILITY | REGULARIZATION | SELECTION
Journal Article
Journal of sound and vibration, ISSN 0022-460X, 2016, Volume 376, pp. 72 - 94
Journal Article
Journal Article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, ISSN 1534-4320, 04/2011, Volume 19, Issue 2, pp. 121 - 135
Journal Article
Neurocomputing, ISSN 0925-2312, 03/2017, Volume 230, pp. 345 - 358
Extreme learning machine (ELM) for regression has been used in many fields because of its easy-implementation, fast training speed and good generalization... 
Robustness | Extreme learning machine | ℓ1-norm regularization | Iteratively reweighted least squares | ℓ2-norm regularization | norm regularization | l-norm regularization | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Military electronics industry | Analysis
Journal Article
eJournal
Journal of Inverse and Ill-posed Problems, ISSN 0928-0219, 10/2019, Volume 27, Issue 5, pp. 609 - 621
In this paper, an inverse problem to identify the initial value for high dimension time fractional diffusion equation on spherically symmetric domain is... 
35R30 | regularization parameter choice rules | convergence estimate | Ill-posed problem | 35R25 | quasi-boundary method | 47A52 | MATHEMATICS | DIFFERENCE APPROXIMATION | TIKHONOV REGULARIZATION | MATHEMATICS, APPLIED | BACKWARD | UNKNOWN SOURCE | Regularization methods | Inverse problems | Ill-posed problems (mathematics) | Regularization
Journal Article