Sparse Principal Component Analysis

• The evolution of high-order genome architecture revealed from 1,000 species

  2026 Cell article Biochemistry, Genetics and Molecular Biology Genomics and Chromatin Dynamics Open access

  2

  citations
• Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows

  2026 PRX Life article Neuroscience Neural dynamics and brain function Open access

  0

  citations
• Control-flow anomaly detection by process mining-based feature extraction and dimensionality reduction

  2025 Knowledge-Based Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  14

  citations
• Sparse PCA Support Exploration of Process Structures for Decentralized Fault Detection

  2021 Industrial & Engineering Chemistry Research article Engineering Fault Detection and Control Systems

  10

  citations
• Large‐sample approximations and change testing for high‐dimensional covariance matrices of multivariate linear time series and factor models

  2020 Scandinavian Journal of Statistics article Mathematics Random Matrices and Applications Open access

  9

  citations
• Robust recovery of low-rank matrices with non-orthogonal sparse decomposition from incomplete measurements

  2020 Applied Mathematics and Computation article Engineering Sparse and Compressive Sensing Techniques Open access

  5

  citations

6 results