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Silhouette-Based Evaluation of PCA, Isomap, and t-SNE on Linear and Nonlinear Data Structures

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number105
JournalStats
Volume8
Issue number4
DOIs
StatePublished - Dec 2025

ASJC Scopus Subject Areas

  • Statistics and Probability

Keywords

  • dimension reduction techniques
  • Isomap
  • linear and nonlinear data structures
  • Principal Component Analysis (PCA)
  • t-Distributed Stochastic Neighbor Embedding (t-SNE)

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