2010/11/15 by Paul Mellars · 7 citations
Social Sciences · Earth and Planetary Sciences · #Pleistocene-Era Hominins and Archaeology #Archaeology and ancient environmental studies #Archaeology and Rock Art Studies
paper · pdf · doi:10.1073/pnas.1014588107
openalex publication_date 2010/11/15 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/15
Dimensionality reduction simplifies high-dimensional data into a small number of representative patterns. One dimensionality reduction method, principal component analysis (PCA), often selects oscillatory or U-shaped patterns, even when such ...Principal component analysis (PCA) is a dimensionality reduction method that is known for being simple and easy to interpret. Principal components are often interpreted as low-dimensional patterns in high-dimensional space. However, this simple ...