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Non-Greedy L21-Norm Maximization for Principal Component Analysis [PDF]
IEEE Transactions on Image Processing, 2016 Principal Component Analysis (PCA) is one of the most important unsupervised methods to handle high-dimensional data. However, due to the high computational complexity of its eigen-decomposition solution, it is hard to apply PCA to the large-scale data with high dimensionality, e.g., millions of data points with millions of variables.
Feiping Nie, Heng Huang
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Robust Flexible Feature Selection via Exclusive L21 Regularization [PDF]
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019 Recently, exclusive lasso has demonstrated its promising results in selecting discriminative features for each class. The sparsity is enforced on each feature across all the classes via L12-norm. However, the exclusive sparsity of L12-norm could not screen out a large amount of irrelevant and redundant noise features in high-dimensional data space ...
Di Ming, Chris Ding
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Ductility deterioration induced by L21 phase in ferritic alloy through Ti addition
Journal of Materials Research and Technology, 2023 Ductility deterioration induced by L21-Ni2AlTi precipitates in the aged ferritic alloys was examined systematically by using a combination of scanning transmission electron microscope (STEM), mechanical tests and first-principles thermodynamic ...
Xu Chen +7 more
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Dimensionality reduction by LPP‐L21
IET Computer Vision, 2018 Locality preserving projection (LPP) is one of the most representative linear manifold learning methods and well exploits intrinsic structure of data. However, the performance of LPP remarkably degenerate in the presence of outliers.
Shujian Wang +3 more
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Results in Physics, 2019 The site-preference rule (SPR), which is widely used to design and study the properties of full-Heusler alloys X2YZ, is applied to determine the positions of different transition-metal elements with various numbers of valence electrons in Heusler alloys.
Yilin Han +5 more
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Molecular cloning and characterization of porcine ribosomal protein L21
Journal of Veterinary Science, 2017 Ribosomal protein L21 (RPL21) is a structural component of the 60S subunit of the eukaryotic ribosome. This protein has an important role in protein synthesis and the occurrence of hereditary diseases. Pig is a common laboratory model, however, to the best of our knowledge, its RPL21 gene has not been cloned to date.
Wu-Sheng Sun +8 more
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Strain-induced magnetocrystalline anisotropy in L21 Co2FeSi: first-principles study [PDF]
Abstract The Co2FeSi/Fe/Pb(Mg1/3Nb2/3)O3-PbTiO3 interface exhibits the strong magnetoelectric coupling attributed from the magnetocrystalline anisotropy (MCA) of Co2FeSi. To enable the design of the MCA based on crystal structures and plane orientations, we examined the relationship between the atomic configurations and the MCA of Co2FeSi under
Ryota Watarai, Yoshihiro Gohda
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<i>Lacticaseibacillus paracasei L21</i> and Its Postbiotics Ameliorate Ulcerative Colitis Through Gut Microbiota Modulation, Intestinal Barrier Restoration, and HIF1α/AhR-IL-22 Axis Activation: Combined In Vitro and In Vivo Evidence. [PDF]
NutrientsChen J +9 more
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APL Materials, 2022 Although an enhanced magnetoresistance (MR) has been observed in many Co2-based Heusler alloys by promoting their structural ordering from B2 to L21 by post-annealing at higher temperatures (Tann > 500 °C), it is desirable to search for other Heusler ...
Varun Kumar Kushwaha +7 more
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Quality Policy in Creating Organizational Maturity in a Medical Tourism Enterprise
Marketing of Scientific and Research Organizations, 2022 This article examines the concept of organizational maturity, with particular emphasis on the importance that it can play in medical tourism. First, the concept of organization is subjected to an interdisciplinary interpretation in the light of the ...
Kordasiewicz Joanna
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