Results 71 to 80 of about 24,268,118 (293)
A Complete Subspace Analysis of Linear Discriminant Analysis and Its Robust Implementation
Journal of Electrical and Computer Engineering, 2016 Linear discriminant analysis has been widely studied in data mining and pattern recognition. However, when performing the eigen-decomposition on the matrix pair (within-class scatter matrix and between-class scatter matrix) in some cases, one can find ...
Zhicheng Lu, Zhizheng Liang
doaj +1 more source
Belgeo, 2020 How to make the difference between a “European” state and a “non-European” state? This question is at the heart of the EU’s political project, which has already decided on this point to assess the candidacy of potential new members (case of Morocco in ...
Etienne Toureille
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Classification efficiencies for robust linear discriminant analysis. [PDF]
Linear discriminant analysis is typically carried out using Fisher’s method. This method relies on the sample averages and covariance matrices computed from the different groups constituting the training sample.
Croux, Christophe +2 more
core
, 2015 In Fig 1, we tested whether differentiating among patients with two neurodegenerative disorders and healthy controls is possible using the eNose. Linear discriminant analysis (LDA) was used to distinguish among groups.
Sasidhar Maddula (671901) +20 more
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Advanced Science, EarlyView.This study reveals that long non‐coding RNAs represent important regulatory components underlying pear domestication and improvement. Integrative multi‐omics analyses identify selected lncRNAs associated with fruit traits, while functional validation uncovers a lignin‐related lncRNA, lncRNA‐pys, that promotes lignin accumulation.
Bobo Song +9 more
wiley +1 more source
Herbivory‐Induced Stomatal Opening Triggers the Dispersal of an Invasive Insect Herbivore
Advanced Science, EarlyView.The invasive leafminer Phthorimaea absoluta uniquely manipulates plant defenses by inducing stomatal opening in tomato. This response, mediated by the stomatal regulator IQM1, enhances the release of the repellent volatile benzaldehyde. This volatile triggers the dispersal of adult moths, facilitates colonization of new hosts, and leads to rapid ...
Limin Chen +10 more
wiley +1 more source
BMC Bioinformatics, 2008 Background Hypermethylation of promoter CpG islands is strongly correlated to transcriptional gene silencing and epigenetic maintenance of the silenced state. As well as its role in tumor development, CpG island methylation contributes to the acquisition
Vass J Keith +8 more
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Localized Linear Discriminant Analysis [PDF]
Despite its age, the Linear Discriminant Analysis performs well even in situations where the underlying premises like normally distributed data with constant covariance matrices over all classes are not met.
Luebke, Karsten +3 more
core
Discriminant analysis of the specialty of elite cyclist [PDF]
, 2011 The different demands of competition coupled with the morphological and physiological characteristics of cyclists have led to the appearance of cycling specialities.
González, Coral +8 more
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TH17–Associated Polyamine Metabolism‐Guided Nanozyme Promotes Alveolar Bone Repair in Periodontitis
Advanced Science, EarlyView.A pronounced TH17‐skewed immune response is identified in experimental periodontitis, and enrichment of the polyamine pathway is observed during TH17 differentiation, suggesting its potential as an immunometabolic target. Inspired by these findings, DFMO@Ui‐Mn is developed as a therapeutic platform combining cascade ROS scavenging with immunometabolic ...
Cheng Zhu +12 more
wiley +1 more source