JOURNAL ARTICLE
Sparse Generalised Principal Component Analysis
Luke SmallmanAndreas ArtemiouJennifer Morgan
Year: 2018 Journal: Pattern Recognition Vol: 83 Pages: 443-455 Publisher: Elsevier BV
Keywords:
Principal component analysis Dimensionality reduction Dimension (graph theory) Focus (optics) Exponential family Computer science Sparse PCA Component analysis Gaussian Component (thermodynamics) Reduction (mathematics) Artificial intelligence Pattern recognition (psychology) Algorithm Data mining Mathematics Machine learning
Metrics
18
Cited By
1.81
FWCI (Field Weighted Citation Impact)
36
Refs
0.85
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Blind Source Separation Techniques
Physical Sciences → Computer Science → Signal Processing
Image and Signal Denoising Methods
Physical Sciences → Computer Science → Computer Vision and Pattern Recognition
Bayesian Methods and Mixture Models
Physical Sciences → Computer Science → Artificial Intelligence
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